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TOP 22 BEST DATA SCIENCE COURSES IN KOLKATA

Welcome to our list of the Top 22 Data Science Course Institutes in Kolkata!

Kolkata, also known as Calcutta which was the official name until 2001, is the capital and largest city of the Indian state of West Bengal. It lies on the eastern bank of the Hooghly River, 80 km (50 mi) west of the border with Bangladesh.

Kolkata’s schools are run by the state government or private organizations, many of which are religious. Bengali and English are the primary languages. As of 2010, the Kolkata urban agglomeration is home to 14 universities run by the state government. The colleges are each affiliated with a university or institution based either in Kolkata or elsewhere in India.

Kolkata is the commercial and financial hub of East and North-East India and home to the Calcutta Stock Exchange. It is a major commercial and military port and is one of five cities in eastern India (alongside Bhubaneswar, Guwahati, Imphal, and Kushinagar) to have an international airport. Flexible production has been the norm in Kolkata, which has an informal sector that employs more than 40% of the labor force.

Comparison Chart: Top 22 Data Science Courses in Kolkata with Placement.

If you want the best and most trustworthy info about Data Science courses in Kolkata, you’re in the right spot. Let’s begin!

Institute Rank	Name	Training Delivery Type	Offering Course Since	Fees	Placement Assistance
1	Digiperform- Digital Career Academy	Online & Offline	2013	INR 30k-90k	100%
2	DataMites	Online & Offline	2018	INR 71,648	100%
3	Analytics Educator	Online	2017	INR 44,000	100%
4	Apollonius School Of Data Science	Offline	2020	INR 40,000	100%
5	NICS COMPUTER	Online & Offline	1998	INR 50,000	100%
6	GlobNet Systems	Online & Offline	2016	INR 40,000	100%
7	Handson School of Data Science	Online	2012	INR 49,999	100%
8	SkillEnable	Online	2020	INR 1,00,000	100%
9	Henry Harvin	Online	2010	INR 98,500	100%
10	Praxis Business School	Online & Offline	2007	INR 2,25,000	100%
11	Ivy Professional School	Online	2007	INR 56,000	100%
12	AILABS	Online & Offline	2020	INR 35,000	100%
13	Webel Fujisoft Vara	Online & Offline	2014	INR 2,50,000	100%
14	Data Brio Academy	Online	2013	INR 52,000	100%
15	ExcelR	Online	2016	INR 85,000	100%
16	Institute of Advance Education and Research	Online & Offline	2012	INR 1,48,000	100%
17	APTECH COMPUTER EDUCATION	Online & Offline	1986	INR 90,000	100%
18	DataSpace Academy	Online & Offline	2008	INR1,25,000	100%
19	Interface	Online	2008	INR 35,000	100%
20	JISIASR	Offline	2019	INR 1,03,600	100%
21	Learnbay	Online & Offline	2016	INR 1,25,000	100%
22	Indian Institute of Management Calcutta	Offline	1961	INR 4,00,000	100%

What is Data Science and its Importance?

Data science is a bit like being a computer detective. It’s about being really skilled in a particular subject, knowing your way around computers, and understanding numbers. Data scientists use special computer programs that can learn from various types of information, like numbers, words, pictures, and sounds. With these programs, they can make smart machines that do tasks typically done by people. These smart machines find useful information, which can be a big help to businesses.

Its Importance:- Imagine data science as a super helpful tool that makes sense of tons of information. It’s a big deal because it helps companies and groups make smart decisions using lots of data. It’s like having a magical crystal ball that predicts things in finance, healthcare, and marketing, making those areas work better. Data science also makes our online experiences better, like when Netflix suggests movies we might like. It helps cities be more eco-friendly and organized. And it’s not just for business – data science can help us get ready for disasters and take care of our environment. Simply put, data science is like a superpower that changes how we do things, from business to saving the planet.

Top 22 Data Science Courses in Kolkata

1. Digiperform

Digiperform is the biggest training provider in India that focuses specifically on digital skills. Our courses are put together and kept up-to-date by a team of over 50 experts in the digital marketing field. We make sure to include the input and recommendations of 450 experienced professionals from companies all across Asia.

Why Choose Digiperform Online Data Science Course?

We offer the top Data Science Training Program in India, designed to kickstart your career in data science. You’ll tackle 75+ projects and assignments covering Stats, Advanced Excel, SQL, Python Libraries, Tableau, Advanced Machine Learning, and Deep Learning. These tasks simulate real-world data challenges in various industries like healthcare, manufacturing, sales, media, marketing, and education. This training prepares you for over 30 different job roles.

Data Science Online Course: Advantages

Enrolling in an online data science course has lots of perks. First off, you get to learn right from your own home, saving time and money on travel. These courses usually have flexible schedules, so you can study when it works best for you. They provide plenty of resources like videos and quizzes to make learning easier. You can also chat with other students and experts online to ask questions and get help. The best part is, once you finish the course, you’ll have fresh skills that can lead to cool job opportunities in the world of data science.

Data Science Course Syllabus

Module 1: Introduction to Data Science	Introduction to the Industry & Buzzwords Industrial application of data science Introduction to different Data Science Techniques Important Software & Tools Career paths & growth in data science
Module 2: Introduction to Excel	Introduction to Excel- Interface, Sorting & Filtering, Excel Reporting- Basic & Conditional Formatting Essential Excel Formulae Layouts, Printing and Securing Files
Module 3: Introduction to Stats	Introduction to Statistics & It’s Applications Different types of Data Population vs Sample Sampling Techniques Intro: Inferential vs. descriptive statistics
Module 4: Descriptive Stats Using Excel Datasets	Categorical Variables Visualization Using Excel Charts- FDT, Pie Charts, Bar Charts & Pareto Numerical Variables Visualization of Frequency & Absolute Frequency- Using Histogram, Cross Table & Scatter Plot Measure of Spread ( Mean, Mode , Median) Measure of Variance( Skewness, SD, Variance, Range, Coef. Of Variance, Bivariate Analysis, Covariance & Correlation)
Module 5: Inferential Stats Using Excel Datasets	Introduction to Probability Permutation & Combinations Types of events Normal distribution Standard Normal distribution Normal vs. Standard Normal distribution Confidence Intervals & Z-Score Hypothesis Testing & It’s Types
Module 6: Database Design & MySQL	Relational Database theory & Introduction to SQL MySQL Installation Database Creation in the MySQL Workbench Querying in MySQL Joins and Set Operations SQL Practice Case Study Window Functions Case Statements, Stored Routines and Cursors Ø Query Optimisation and Best Practices Ø Problem-Solving Using SQL
Module 7: Data Visualization Using Advanced Excel	Introduction LOOKUP functions Pivot Tables WHATIF Analysis Dashboard Creation Recording Macros Advanced Visualizations- PIVOT Charts, Sparklines, Waterfall Charts Data Analysis ToolPak – Regression in Excel
Module 8: Data Visualization Using Tableau	Introduction to Tableau Introduction What is Data Analytics? Why Data Visualisation? What is Tableau? Why Tableau? Tableau vs Excel and PowerBI Exploratory and Explanatory Analysis Getting started with Tableau Visualizing and Analyzing data with Tableau – I Introduction Bar Charts Line Charts and Filters Area Charts Box plots and Pivoting Maps and Hierarchies Pie Charts Treemaps and Grouping Dashboards Visualizing and Analyzing Data with Tableau – II Introduction Joins and Splits Numeric and String functions Logical and Date functions Histograms and parameters Scatter Plots Dual Axis Charts Top N Parameters and Calculated Fields Stacked bar Charts Dashboards – II and Filter Actions Storytelling Summary
Module 9: Python Programming	Installing Anaconda & Basics of Python Introduction to programming languages Compiler vs Interpreter Getting Started With Python Introduction to jupyter Notebooks Identifiers, Keywords Print function Comment, Indentation Data Types Functions Understanding what are functions Defining and calling functions Local and global variables Different types of arguments Map,reduce,filter,lambda and recursive functions Data Structures in Python Introduction Lists Tuples Sets Dictionaries Practice Exercise Summary Operator Input and Output Different Arithmetic , logical and Relational operators Input, Output function Eval function Format Function Control Flow If elif else statement For and while loops Break , continue and Pass statement List and dictionary comprehensions Functions Understanding what are functions Defining and calling functions Local and global variables Different types of arguments Map,reduce,filter,lambda and recursive functions File Handling Purpose of file handling Different function in file handling (open,read, write,close) Different modes (r,w,a,r+,w+,a+) With block Exception Handling, OOPX & Regex What is exception handling Try, except, else and finally block Different types of Exception Concept of Oops Different functions in Regex Metacharacters in Regex
Module 10: Python For Data Science	NumPy Introduction to NumPy Basics of NumPy Operations Over 1-D Arrays Practice Exercise I Multidimensional Arrays Creating NumPy Arrays Mathematical Operations on NumPy Mathematical Operations on NumPy II Computation Times in NumPy vs Python Lists Practice Exercise II Pandas Introduction to Pandas Basics of Pandas Pandas – Rows and Columns Describing Data Indexing and Slicing Operations on Dataframes Groupby and Aggregate Functions Merging DataFrames Pivot Tables Practice Exercise
Module 11: Data Visualization Using Python- Matplotlib & Seaborn	Introduction to Data Visualisation with Matplotlib Introduction to Matplotlib The Necessity of Data Visualisation Visualisations – Some Examples Facts and Dimensions Bar Graph Scatter Plot Line Graph and Histogram Subplots Choosing Plot Types Summary Data Visualisation: Case Study Introduction Case Study: Mind Map Case Study Overview Data Handling and Cleaning: I Data Handling and Cleaning: II Sanity Checks Outliers Analysis with Boxplots Histograms Summary Practice Questions Data Visualization with Seaborn Introduction Distribution Plots Styling Options Pie – Chart and Bar Chart Scatter Plots Pair Plots Revisiting Bar Graphs and Box Plots Heatmaps Line Charts Stacked Bar Charts Case Study Summary Plotly Practice Questions
Module 12: Exploratory Data Analysis	Data Sourcing Module Introduction Introduction to EDA Public and Private Data Private Data Public Data Web Scraping-I Web Scraping-II Summary Data Cleaning Introduction Data Types Fixing the Rows and Columns Impute/Remove Missing Values Handling Outliers Standardising Values Fixing Invalid Values and Filter Data Practice Questions Summary Univariate Analysis Introduction to Univariate Analysis Categorical Unordered Univariate Analysis Categorical Ordered Univariate Analysis Statistics on Numerical Features Graded Questions Summary Bivariate and Multivariate Analysis Introduction Numeric – Numeric Analysis Correlation vs Causation Numerical – Categorical Analysis Categorical – Categorical Analysis Multivariate Analysis Graded Questions Summary Module Summary
Module 13: Supervised Learning Model - Regression	Introduction to Simple Linear Regression Introduction to Simple Linear Regression Introduction to machine learning Regression line Best fit line Strength of simple linear regression Simple linear regression in python Assumptions of simple linear regression Reading and understanding the data Hypothesis testing in linear regression Building a linear model Residue analysis and predictions Linear Regression using SKLearn Multiple Linear Regression Motivation-when one variable is not enough Moving from SLR to MLR-new considerations Multi collinearity Dealing with categorical variables Model assessment in comparison Feature selection Multiple Linear Regression in Python Reading and understanding the data Data preparation Initial steps Building the model I & II Residue analysis and predictions Variable selection using RFE Industry Relevance of Linear Regression Linear regression revision Prediction versus projection Media company case study Exploratory data analysis Model building - I, II & III Assessing the model Interpreting the results
Module 14: Supervised Learning Model - Classification	Univariate Logistic Regression Binary classification Sigmoid curve Finding the best fit sigmoid curve - I Finding the best fit sigmoid curve - II Odds and log Odds Multivariate Logistic Regression - Model Building Multivariate Logistic Regression - Model Building Data cleaning and preparation - I & II Building your first model Feature elimination using RFE Confusion metrics and accuracy Manual feature elimination Multivariate Logistic Regression - Model Evaluation Multivariate Logistic Regression - Model Evaluation Metrics beyond accuracy-sensitivity and specificity Sensitivity and specificity in Python Understanding ROC curve ROC curve in python Finding the optimal threshold Model evaluation metrics - exercise Precision and recall Making predictions Logistic Regression - Industry Applications - Part I Getting familiar with logistic regression Nuances of logistic regression-sample selection Nuances of logistic regression-segmentation Nuances of logistic impression-variable transformation-I, II & III Logistic Regression: Industry Applications - Part II Model evaluation - A second look Model validation and importance of stability Tracking of model performance over time Logistic Regression - Industry Applications - Part II Commonly face challenges in implementation of logistic regression Model evaluation - A second look Model validation and importance of stability Tracking of model performance over time
Module 15: Advanced Machine Learning	Unsupervised Learning: Clustering Introduction to Clustering K Means Clustering Executing K Means in Python Hierarchical Clustering Business Problem Solving Introduction to Business Problem Solving Case Study Demonstrationchurn example Practice Questions Tree Models Introduction to Decision Trees Algorithms for Decision Tree Construction Hyperparameter Tuning in Decision Trees Ensembles and Random Forests Time Series Forecasting - I (BA) Introduction to Time Series Smoothing Techniques Time Series Forecasting - II (BA) Introduction to AR Models Building AR Models Model Selection Principles of Model Selection Model Building and Evaluation
Module 16: AI- NLP, Neural Networks & Deep Learning	Introduction to NLP What is NLP? History and evolution of NLP Applications of NLP Challenges in NLP Overview of NLP pipeline Corpus and Corpus Linguistics NLTK Toolkit Introduction to the NLTK toolkit Preprocessing text data with NLTK Basic NLP tasks using NLTK (e.g., Part-ofSpeech Tagging, Named Entity Recognition) Stemming and Lemmatization WordNet in NLTK Chunking and Chinking Sentiment Analysis with NLTK Tokenization and Topic Modeling Tokenization in NLP Bag-of-Words representation Topic Modeling with LDA Latent Semantic Analysis Word Embeddings Sentiment Analysis Project: Introduction to Sentiment Analysis Sentiment Analysis using supervised and unsupervised methods Building a Sentiment Analysis model with Python Evaluating Sentiment Analysis models AI vs Deep Learning vs ML Introduction to Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL) Applications of AI, ML, and DL Differences between AI, ML and DL The Concept of Neural Networks Introduction to Neural Networks Types of Neural Networks Layers in Neural Networks Activation Functions Neural Networks - Feed-forward, Convolutional, Recurrent Feed-forward Neural Networks Convolutional Neural Networks Recurrent Neural Networks Applications of Neural Networks Deep Learning Project Building a Deep Learning model with Python Image Classification with Convolutional Neural Networks Natural Language Processing with Recurrent Neural Networks

Data Science Projects and Assignments

Major Projects

Customer Lifetime Value Calculation: The project involves calculating the customer lifetime value using SQL to understand the revenue generated by a customer over their lifetime.

Customer Churn Prediction: This project involves building a predictive model using SQL to identify customers who are likely to churn based on their behavior and transaction history.

Interactive Dashboard for E-Commerce Sales: The project involves creating an interactive dashboard using Tableau & SQL to analyze retail sales data, identify trends, and make data-driven decisions.

Customer Segmentation Dashboard: This project involves creating a customer segmentation dashboard using Tableau to identify customer groups based on demographics, behavior, and purchasing patterns.

Movie Recommendation System: The project involves building a movie recommendation system using Python and its libraries such as Pandas, NumPy, and Scikit-Learn. The recommendation system will suggest movies based on user preferences and ratings.

Sentiment Analysis on Twitter Data: This project involves analyzing Twitter data using Python and its libraries such as NLTK and TextBlob to perform sentiment analysis and understand the overall sentiment of a particular topic.

Visualizing COVID-19 Data: The project involves visualizing COVID-19 data using Python and its libraries such as Matplotlib, Seaborn, and Plotly to understand the impact of the pandemic on different countries and regions.

Visualizing Stock Market Data: This project involves visualizing stock market data using Python and its libraries such as Pandas, Matplotlib, and Bokeh to understand the trends and patterns in stock prices over time.

Airbnb Data Analysis: The project involves performing exploratory data analysis on Airbnb data to understand the patterns in the pricing, availability, and quality of Airbnb listings in different cities.

Bike Sharing Data Analysis: This project involves performing exploratory data analysis on bike sharing data to understand the usage patterns of bikes in different cities and identify factors that influence bike usage.

House Price Prediction: The project involves building a regression model using Python and its libraries such as Scikit-Learn to predict the prices of houses based on their features such as location, size, and amenities.

Credit Risk Prediction: This project involves building a classification model using Python and its libraries such as Scikit-Learn to predict the credit risk of loan applicants based on their credit history and other factors.

Time Series Forecasting for Sales Data: The project involves building a time series forecasting model using advanced machine learning algorithms such as ARIMA and LSTM to predict future sales trends and identify factors that influence sales.

Sentiment Analysis on Product Reviews: The project involves building a sentiment analysis model using NLP techniques such as Word Embeddings and Recurrent Neural Networks (RNN) to analyze product reviews and understand the sentiment of customers towards different products.

Segmentation using Deep Learning: This project involves using advanced deep learning techniques such as Fully Convolutional Networks (FCN) and U-Net to perform image segmentation and identify objects in images.

Machine Translation using Transformers: This project involves building a machine translation model using advanced deep learning techniques such as Transformers to translate text from one language to another.

Case Studies & Assignments:

Healthcare Customer Feedback Analysis
Management Teams Dashboard Creation
Retail Store Sales Report Analysis
Software Firm Employee Data Analysis
Industrial Data Sets Classification & Comparison
Charts & Graphs: Frequency Distribution Table, Pie-charts, Pareto Diagram, Histogram, Scatter Plots, Heatmaps, Bar Graphs and many More.
Patient Disease Probability Analysis Using Healthcare Data
Car Model & Menu Item Data Combination & Configuration Probability Analysis
Manufacturing & Product Launch Data Classification & Analysis
Customer Complaint Resolution Analysis Using Normal Distribution Curves
Product Rating & Employee Productivity Analysis Usign Z-Score
New Product Need Analysis Using Hypothesis Testing
Inventory Management & Customer Segmentation Systems Using Vlook up & Hlook Lookup
Sales Trend & Staffing Plan Creation using Pivot Tables
Pricing Strategy & Financial Model Creation Using What if Analysis
Sales & Operations Dashboard Creation
Healthcare & Construction Reporting Automation Using Macros
Retail Sales Opportunity Analysis Using PIVOT Charts
Accounting Firm Statement Analysis Using Sparklines & Waterfall Chart
FMCG Marketing Spend to Sales Revenue Impact Analysis Using Regression Analysis
Transportation Pricing Model Using Regression Analysis

Data Science Placements

100% * Placement Assistance Dedicated Placement Cell To Help You Land Your Dream Job

Data science course fees

Master Program in Data Science Fees: 30k-90k

Contact Information

Digiperform Corporate Office: C-30, Third Floor, Sector-2, Near Sec-15 Metro Station, Noida, Uttar Pradesh 201301, India

Email: contact@digiperform.com

Phone: +91-8527-611-500

Website: www.digiperform.com

2. DataMites

DataMites is one of the leading training providers that offer cost-effective, high-quality, and real-time training courses over a wide range of analytics fields. They offer specialization courses in various fields such as Data Science, Machine Learning, Data Mining, Tableau Associate, Deep Learning, Text Mining, Python Programming, and Minitab. Their training courses are specially designed and updated by experts who have well-built experience and industrial backdrop to transmit better knowledge to the candidates who are attending the training.

Course Curriculum:

Data Science Foundation
Python Essentials
R Language Essentials
Maths for Data Science
Statistics for Data Science
Data Preparation with Pandas
Visualization with Python
Machine Learning Associate
Advanced Machine Learning
SQL for Data Science
Deep Learning – CNN Basics
Tableau Associate
ML Model Deploy – Flask API
Big Data Foundation
Data Science Project Execution

Course Highlights:

IABAC® & DMC Certification
400 Learning Hours
64-Hour Classroom Sessions
25 Capstone & 1 Client Project
Cloud Lab Access
Internship + Job Assistance

Name	Data Science & Data Analytics Courses
Course Duration	6 Months
Website	www.datamites.com
Address:	office number 15, Fourth Floor, A-wing City Vista, Downtown Rd, Ashoka Nagar, Kharadi, Kolkata, Maharashtra 411014 Call: 1800 313 3434
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2018
Branches in India:	Pune, Kolkata
Flagship Course Names:	AI Engineer Course Artificial Intelligence Courses Classroom Classes Classroom Training Comprehensive Training Data Analysis Data Analytics Courses Data Cleaning
Exclusive Data Science Institute:	Yes
Training Delivery Model	Online/Offline

3. Analytics Educator

They have chosen all the important tools and techniques, that are being used in the Analytics Industry, and created a course to prepare a data scientist aspirant at the most economical prices. This course is highly recommended for a person who is just a beginner and wants to shift into the analytics industry.

You will be learning 2 of the most important tools of Analytics along with 6 different machine learning algorithms. You will also be learning SQL and MS Excel which are the most supportive tools used along with SAS and R. We also provide a complementary course on CV building and Analytics Mock Interview sessions, conducted by associates employed at least CMMI Level 5 companies. These sessions help a candidate to become ready for a real-life interview.

Course Curriculum:

Machine Learning with Python
NLP, DL, XGBoost & other classification techniques with Python
Machine Learning with R
Microsoft Excel and Advanced Functionalities

Name	Data Scientist Program
Course Duration	3 Months
Website	www.analyticseducator.com
Address:	14/C, Khanpur Rd, Sahid Nagar Colony, Bansdroni, Kolkata, West Bengal 700047 Mob: 091632 23228
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2017
Fees	INR 44,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Data Scientist Program Machine Learning with Python NLP, DL, XGBoost & other classification techniques with Python Machine Learning with R Microsoft Excel and Advanced Functionalities
Training Delivery Model	Online & Offline

4. Apollonius School Of Data Science

The Apollonius School of Artificial Intelligence started in 2020. It’s part of Apollonius Computational Business Solutions OPC Private Limited, known for top-notch IT solutions like Network design, Security, and Maintenance.

They’re proud of their efficient and timely services. The school offers experienced teachers, affordable fees, and hands-on training with live projects. You can customize your courses, and the classrooms are high-tech. It’s a great place to enhance your career in Data Science with skilled instructors.

Course Curriculum:

QUANTITATIVE TOOLS FOR DATA SCIENCE AND BUSINESS ANALYTICS
MACHINE LEARNING
AI & DEEP LEARNING
POWER BI
SQL FOR DATA SCIENCE
PROJECT & CASE STUDY
Case-Based Learning of Data Science
Hands-On Coding Using Python for Data Science
Career Preparation & Placement Assistance

Course Highlights:

Highly qualified and expert faculty
Best study material for the students
Placement assistance
Flexible class time
International faculties from IIT IIM & International reputed Universities
High quality of Content for the FDP & MDP
Programme Contents can be customized
Destination FDP & MDP

Name	Data Science & AI Training
Course Duration	4 Months
Website	www.apollonius.in
Address:	Prantik Appartment 1st Floor Flat No 2 Rabindra Path Beside Birati mini bus stand, North Dumdum, West Bengal 700051 Phone: 062898 59719
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2020
Fees	INR 40,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	yes
Flagship Course Names:	DATA SCIENCE BUSINESS ANALYTICS FACULTY DEVELOPMENT PROGRAMME FINISHING SCHOOL ON DATA SCIENCE MANAGEMENT DEVELOPMENT PROGRAMME
Training Delivery Model	Offline

5. NICS COMPUTER

NICS COMPUTER Was Established On The Year 1998 By Mr.Raja Kundu. It is Now Become One Of The Leading IT Training Institute In Kolkata.

Nics Computer Offers Today’s Most Demanding Courses at a Price Affordable For Common People. The Students Passed From Here Working In Top Companies Of The Industry. NICS Computer Welcomes Everyone Who Has A Creative Mind, Passion To Do Something Different In Their Lives, And Sincerity Towards Work.

Course Curriculum:

Dashboarding and Automation Using Advanced Excel
PowerBI Essentials
SQL Queries & Relational Database Management
Tableau Essentials
Data Science with Python
MongoDB
Business Statistics

Course Highlights:

MS Advanced Access(with SQL query)
Advanced Excel
PowerBI, Tableau
Python, SQL, MongoDB
100% Job Placement

Name	Data Science Analytics
Course Duration	6 Months
Website	www.nicscomputer.com
Address:	D/70 Baghajatin Station Road, P.O- Jadavpur Near: Pranta Pally Girls High School, Bus Stop & Rail Station: Baghajatin, Kolkata-700032. Phone No: 9830760989
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	1998
Fees	INR 50,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	C Programming C++, Java, Python Data Structure Diploma in web design Diploma in graphic design Diploma in multimedia & animation Diploma in video editing Diploma in advanced Excel Diploma in Hardware & networking Diploma in laptop repairing
Training Delivery Model	Online & offline

6. GlobNet Systems

GlobNet Systems is a Business Analytics based training company that understands the gap between the acquired knowledge of the Management / Engineering students and the industry needs. There is a gap in the implementation of education which is the reason behind the huge unemployment of this time.

GlobNet Systems focuses on industry-oriented training for their students so that their students are always industry-ready. The students here vary from MBA, MHA, MSW, MSc (Statistics/Economics/Mathematics), M.Com, MCA, MTech, B.Com, BBA, BCA, BTech (CSE/IT/ECE). Their premier educational institute provides 360-degree learning in three steps.

Course Curriculum:

Topic – 1 Advanced Excel With VBA
Topic – 2 SQL (Structured Query Language)
Topic – 3 Data Analytics Using R Programming
Topic – 4 Python Programming
Topic – 5 Advanced Python programming
Topic – 6 SPSS (Statistical Package for Social Science)
Topic – 7 Tableau

Name	Diploma in Data Science
Course Duration	4-5 Months
Website	www.globnetsystems.co.in
Address:	83, Jyotish Roy Rd, Buroshibtalla, New Alipore, Kolkata, West Bengal 700053 Phone:098301 63452
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2016
Fees	INR 40,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	C Plus Plus Programming Core Java Python Programming PHP Full Stack Development Using ANGULAR Web Designing Career Course Machine Learning Using Python
Training Delivery Model	Online & Offline

7. Handson School of Data Science

Handson is an online learning platform, that offers live instructor-driven courses and self-paced training that provides beginners with experienced professionals who want to enhance their technology, management, and other skills.

Handson is an open, connected online learning platform that allows information to flow freely among everyone. This platform was developed to explore the finest courses, to choose the right course for you, and to learn and get recognition from top Universities, Institutes, and training providers in one place from virtually anywhere.

Course Curriculum:

Python Programming
Machine Learning
Artificial Intelligence
Statistics for Data Science
Data Visualization

Course Highlights:

Live Instructor-Led Online Courses
Hands-On Capstone project
Case studies
For the industry by the industry
Cutting edge curriculum

Name	Data Science & Analytics
Course Duration	6 Months
Website	www.handsonsystem.com
Address:	BG-5, 1st Ave Rd, BG Block, Sector II, Bidhannagar, Kolkata, West Bengal 700091 Phone: 098302 47087
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2012
Fees	INR 49,999
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Business Analytics & Digital Marketing Clinical Data Management SAS Predictive Modeling Course Advanced Excel Training Course
Training Delivery Model	Online

8. SkillEnable

SkillEnable Edutech Private Limited aims to help India’s brightest young talent to become employable by skilling & financially enabling them. It aims to increase access to quality education in India.

Course Curriculum:

1: Basic and Advanced Excel
2: Visual Basic Application
3: SQL Server Reporting Services
4: SQL Server Integration Services
5: Power BI
6: Data Analytics Using Python
7: Tableau
8: R For Data Science
9: Alteryx

Course Highlights:

Live Classes
Industry Projects
1:1 Mentorship
50% Course Fee After Placement
100% Guaranteed Placement

Name	PG Program in Data Science
Course Duration	6 Months
Website	www.skillenable.com
Address:	5Th Floor, 4, Diamond Chamber, Chowringee Lane, Kolkata, West Bengal, 700016 Phone: 09123324986
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2020
Fees	INR 1,00,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	PG Program in Data Science Data Analytics PG Programme Business Analytics PG Programme Full Stack Web Development PG Programme Front-End Web Development PG Programme
Training Delivery Model	Online

9. Henry Harvin

Henry Harvin Education is a top institute offering excellent training for Data Science Courses in Kolkata. Their Certified Data Scientist Course (CDS) has a top-notch curriculum and training facilities. The institute is ISO 29990:2010 certified and has won the Top Corporate Training Award. Affiliated with associations like UKAF, UKCert, Ministry of Corporate Affairs, MSME, and PMI, Henry Harvin Education boasts 200+ Youtube testimonials, 1400+ Google reviews, and 4.5-star ratings on Trustpilot, GoOversea, and Goa board.

The trainers at Henry Harvin Education are leading instructors in Data Science Courses, carefully chosen to provide world-class training from the comfort of your home. With 12+ years of experience in SAP, they have delivered 500+ lectures and 150+ keynote addresses.

Course Curriculum:

Introduction to Data Science
Introduction to Python Exploratory
Getting and Cleaning Data
Exploratory Data Analysis, Research, and Statistical Inference
Regression Models and Practical Machine Learning
Soft Skills Development
Resume Building

Course Highlights:

The course gives a brief introduction to data science and its tools.
It provides information about machine learning and techniques.
The trainers brief about the different tools used by Data Scientists and help the students to get experienced with it.
The learners gain knowledge about Python.
They get to use several data visualization techniques, tools, and libraries.
100% Placement
By the end of the course, the learners will think and work like Data Scientists.

Name	Post Graduate Program in Data Science
Course Duration	6 Months
Website	www.henryharvin.com
Address:	Henry Harvin House, B-12 Sector-6 Noida (UP)- 201301 Ph: +91 9891953953
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2010
Fees	INR 98,500
Branches in India:	Delhi, Mumbai, Bangalore, Hyderabad, Kolkata, Chennai, Pune, Noida, Gurgaon
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Machine Learning Course RPA using UiPath Course Advanced Excel Course HR Analytics Course IFRS Training Course
Training Delivery Model	Online

10. Praxis Business School

Praxis Business School is a premier institution with campuses in Kolkata and Bangalore. It is ranked 2nd in Kolkata and 4th in East India for PGDM by the Times Annual B School Survey 2022. The institution was established in 2007 and has been the pioneer in Data Analytics, Data Science, and Data Engineering in India.

Praxis Business School offers PG Diploma courses in the disciplines of Management, Data Engineering, and Data Science. The flagship program of Praxis Business School is the 2-year PGDM course across 4 specializations along with Industry-focused super specializations in 7 subjects.

Apart from this, PBS also offers a 9-month full-time PG Program in Data Engineering and 9 9-month PG Program in Data Engineering in online mode. For admission to the PGDM course at Praxis, candidates must appear in CAT/ XAT/ CMAT/ GMAT/ MAT/ ATMA and obtain a valid score. Enrollment to the other courses is based on the candidate’s performance in the previous qualifying examinations.

Course Curriculum:

Fundamentals for Machine Python
Introduction of Machine Learning
Fundamentals of Statistics
Data Security & Privacy
Big Data & IoT with NoSQL & Spark
Introduction to R
Fundamentals of Deep Learning
SAS Workshop
Web Analytics
Capstone Project

Course Highlights:

It is one of the Data Science Courses that deals with business analytics and data management.
The students learn about Machine Learning, Communication, and Business Management.
The course covers a range of technical skills like Python, Excel, R, Spark, SQL, SAS, and more.
The trainers give in-depth knowledge about statistical modeling and analytical skills.
It provides the skills to communicate and visualize.
The learner will find ways to apply data science to business situations.

Name	Post Graduate Program in Data Science
Course Duration	9 Months
Website	www.praxis.ac.in
Address:	Bakrahat Road,Rasapunja, 24 Parganas South, Kolkata, West Bengal 700104 Phone: 033 2498 0553
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2007
Fees	INR 2,25,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Post Graduate Program in Digital Business Management Post Graduate Program in Data Science Post Graduate Program in Data Data Engineering
Training Delivery Model	Online & Offline

11. Ivy Professional School

Ivy Professional School is the official and authorized learning partner of some of the biggest corporate houses in India in the fields of Analytics, Consulting, Banking and finance, Information Technology, FMCG, Project Management, and Manufacturing.

Ivy has trained 10,000+ professionals since its inception in late 2007 as the official partner of companies like ITC, HSBC, eBay/Paypal, Capgemini, Cognizant, Lexmark Inc., MOL Ltd, Ion Exchange Ltd, NACEN, etc.

Course Curriculum:

Module 1- Introduction
Module 2 – Programming Essentials
Module 3 – Applied Statistics
Module 4 – Advanced Machine Learning
Module 5 – Deep Learning
Module 6 – NLP
Module 7- Reinforcement Learning
Module 8- Computer Vision
Module 9 – DSA
Module 10 – TOOLS

Course Highlights:

30+Mandatory Case-Studies to build a strong resume
10+Industry Projects by Industry Partners
1:1 Mentorship by Directors & Faculties
Lifetime Placement Assistance & Relation
Guaranteed Internships / Industry Projects
24×7 Help To ensure no delay in learning

Name	Data Science with Machine Learning and AI Certification Course
Course Duration	4 Months
Website	www.ivyproschool.com
Address:	A-4, 3rd-floor Adhchini Road, Block A, Sarvodaya Enclave, Nearest metro station, Hauz Khas, New Delhi, Delhi 110017 Phone: 076768 82222
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2007
Fees	INR 56,000
Branches in India:	Delhi, Pune, Bangalore
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Cloud Data Engineering Certification Course Business Analytics Certification Course Core Technical (CT) Papers Coaching Data Science and Big Data Analytics Certification Course
Training Delivery Model	Online

12. AILABS

AIlabs is a Machine learning, Data science, and Python Training center based in Kolkata, West Bengal. The institute is committed to imparting quality education and training to its students in the field of IT programs and making them industry-ready to tackle any challenges.

The institute is a part of Data Core Systems Inc. a Philadelphia-based technology consulting company with expertise in providing information technology solutions, consultancy & business process solutions.

The institute’s teaching method includes lectures, case studies, study materials, presentations, assignments, multi-modal assessments, and capstone projects through live instructor-led virtual classes. Lectures contain videos, interactive discussions, hands-on coding, Theory learning, and practical sessions.

Course Curriculum:

1: Data Science Methodology and Tools
2: Statistical Analysis
3: Python for Data Science
4: SQL for Data Science
5: Data Wrangling
6: Data Visualization and Exploratory Data Analysis
7: Machine Learning in Data Science

Course Highlights:

Live classes/Campus classes are also available
Expert trainers
Internship
Scholarship
Personality development training
Interview prep
Modern infrastructure and labs
Live projects

Name	Data Science Foundations
Course Duration	3 Months
Website	www.ailabs.academy
Address:	Plot 4, DG Block, Sector II, Bidhannagar, Kolkata, West Bengal 700091 Phone: 093398 50883
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2020
Fees	INR 35,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Introduction to Natural Language Processing Advanced Machine Learning RPA Developer Advanced Course Data Science Boot camp
Training Delivery Model	Online & Offline

13. Webel Fujisoft Vara

Webel Fujisoft Vara Centre of Excellence is an initiative of the Government of West Bengal, WEBEL in association with Fujisoft Inc. and Vara Technology is setting up a unique Centre of Excellence that brings together the key technologies of Industry 4.0 to provide hands-on training. The CoE brings together graduate students, professionals, start-ups, corporations, technology providers, and the government. It offers certificate courses in various disciplines such as cyber security, Data Science, and Data analytics. Admission to these courses is based on the entrance exam conducted by the Institute. Top qualifying students would be eligible for scholarships.

Course Curriculum:

Programming languages (R and Python)
Data management
Data visualization
Analytics foundation
Advanced Statistics
Data mining
Data Engineering
Machine learning
Deep learning

Course Highlights:

The organization has associations with leading universities around the globe.
It provides hands-on learning to the students.
The trainers use real-time problems to help the students tackle problems in the Data Science industry.
The center has good infrastructure and uses state-of-the-art technology.
It provides job assistance and placements in leading companies.

Name	Post Graduate Certificate in Data Science
Course Duration	400 Hrs.
Website	www.webelfujisoftvara.com
Address:	ACHARYA MAHAPRAGYA MAHASHRAMAN, Jodthbhim, Newtown, New Town, West Bengal 743502 Mob: 7595856666
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2014
Fees	INR 2,20,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Post Graduate Certificate in Cyber Security Advanced Certificate in Data Analytics Advanced Certificate in 3D Design & Printing Cyber Security Certificate in Digital Forensics
Training Delivery Model	Online & Offline

14. Data Brio Academy

Data Brio Academy is the premier data science training institute in India. The institute focuses solely on data science training, setting them apart from others who offer diverse technology training like website development, Java/PHP, networking, cybersecurity, or blockchain. For the last ten years, Data Brio Academy has been successfully launching the careers of professionals in top multinational companies (MNCs) in India and abroad.

Data Brio Academy is the first institute in India to be certified on NASSCOM QP for Data Science, solidifying our position as a leading institution in the field. They are members of NASSCOM, CII, and also ISO 27001:2013 certified for information security.

At Data Brio Academy, their “Training to Career” approach ensures that individuals receive comprehensive support in upskilling their data science skills using the latest technology and tools. Data Brio Academy’s world-class instructors, with their extensive industry experience, guide individuals through real-life practical data-driven projects, aligned with the industry’s demands. Moreover, they conduct resume/interview workshops and provide internships to make students industry-ready. The Data Brio Academy’s vision is to prepare youth for rewarding careers in today’s digital and AI world, while also ensuring that individuals gain the most from their training.

Course Curriculum:

Data Science Foundation
Python Essentials
R Language Essentials
Maths for Data Science
Statistics for Data Science
Data Preparation with Pandas
Visualization with Python
Machine Learning Associate
Advanced Machine Learning
SQL for Data Science
Deep Learning – CNN Basics
Tableau Associate
ML Model Deploy – Flask API
Big Data Foundation
Data Science Project Execution

Name	Data Science & Analytics Certification Course
Course Duration	6 Months
Website	www.databrio.com
Address:	PS Srijan Corporate Park, Tower 1, Unit No 14, 14th Floor, GP Block, Sector 5, Salt Lake, Kolkata – 700091 Contact number: 09903376367, 09073365855
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2013
Fees	INR 52,000
Branches in India:	Kolkatta
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Machine Learning With Python Python Programming Machine Learning and AI Training Business Analytics
Training Delivery Model	Online

15. ExcelR

As a new-age training institute with a global footprint, they at ExcelR understand the constantly changing nature of the business and emerging needs across the globe. Keeping industry skill requirements in mind, They offer a wide gamut of technical and management courses as well as courses in emerging technologies. The curriculum of each course has been meticulously designed to match the contemporary needs of the industry.

Course Curriculum:

Module 1 – Data Science Project Lifecycle
Module 2 – Introduction To R And Python Basic Statistics
Module 3 – Hypothesis Testing
Module 4 – Linear Regression
Module 5 – Logistic Regression
Module 6 – Regularization Techniques
Module 7 – Multinomial Regression
Module 8 – Data Mining Unsupervised – Clustering
Module 9 – Dimension Reduction
Module 10 – Data Mining Unsupervised – Network Analytics
Module 11 – Data Mining Unsupervised – Association Rules
Module 12 – Data Mining Unsupervised – Recommender System
Module 13 – Text Mining
Module 14 – Natural Language Processing
Module 15 – Machine Learning Classifiers – KNN
Module 16 – Classifier – Naive Bayes
Module 17 – Decision Tree And Random Forest
Module 18 – Bagging And Boosting
Module 19 – Black Box Methods
Module 20 – Survival Analysis
Module 21 – Forecasting
Module 22 – Assignments
Module 23 – Projects
Module 24 – Resume Prep And Interview Support

Course Highlights:

To cater to this special category of unicorn Data Science professionals, They at ExcelR have formulated a comprehensive 6-month intensive training program that encompasses all facets of Data Science and related fields that the Team Leader / Manager is expected to know and more.
Under this program, the selected participants will be given adequate hands-on important ETL tools; Learn the nuances of setting up a Big Data virtual lab; harness the power of Amazon web services; and work with live scenarios in the agile environment.

Name	Data Science and Analyst Certification Course
Course Duration	6 Months
Website	www.excelr.com
Address:	19/1 Camac Street B. Ghose Building, 2nd Floor, opposite Fort Knox, Kolkata, West Bengal 700017 Phone: 085913 64838
Avg. Google Rating:	4
Offering DS Training in Kolkata Since:	2016
Fees	INR 85,000
Branches in India:	Pune, Bangalore, Kolkata
Exclusive Data Science Institute:	Yes
Flagship Course Names:	Amazon Web Services (AWS) Certified Scrum Master (CSM) Data Science Course Training Artificial Intelligence Internet of Things (IoT)
Training Delivery Model	Online

16. Institute of Advance Education and Research

Institute of Advance Education & Research (IAER), Kolkata is awarded “Best Teachers Training College in Darjeeling ” by Regional Educator Awards 2020 and “Best Innovative IT College in Eastern India ” by IT Startup Excellence Awards 2020. IAER Kolkata offers various UG and PG courses in Business Management, Computer Application, Data Science, Animation, Paramedical and Healthcare Science, Information Technology & teacher training.

Admissions at IAER for the offered programs are conducted every year based on entrance tests and past academic records. IAER Kolkata has also commenced fewer programs in Online mode through its Virtual Campus cum Innovation Centre at Kolkata. The college is also offering various online UG and PG courses in teacher training, Information Technology, Business Management, and Healthcare Sciences. Direct Link to Apply for IAER Kolkata Admission

Course Curriculum:

Programming for Data Science
Data science with R
Python for Data Science
Data Science With Python
Machine Learning
Tableau Training
Data Science Capstone
Natural Language Processing
Industry Master Class-Data Science

Name	Post Graduation Diploma In Data Science-PGPDS
Course Duration	1 Year
Website	www.iaer.in
Address:	Bengal Intelligent Park, Delta Wing, Block EP & GP, Plot A2 & M2, Sector V, Bidhannagar Kolkata – 700091, West Bengal, India Mob: 0800 111 0000, 09123366255
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2012
Fees	INR 1,48,000
Branches in India:	Kolkatta
Exclusive Data Science Institute:	yes
Flagship Course Names:	Business Management Computer Application Cyber Security Data Science Aviation Oprations AI & Machine Learning
Training Delivery Model	Online & Offline

17. APTECH COMPUTER EDUCATION

Aptech, a renowned institution, has been a trailblazer since 1986, offering career-focused training for eager students. Emphasizing top-notch education, Aptech provides a diverse array of courses—ranging from career and professional to short-term and certification programs—to cater to the educational and career needs of students and working professionals.

Additionally, the institute organizes workshops, events, and various activities to foster student-industry interaction, prepare them for job interviews, and equip them with the skills needed for the professional world.

Job fairs, placement drives, and other initiatives are also conducted to connect students with employment opportunities. The institute actively assists students in securing jobs and facilitating interviews and placements with organizations seeking qualified professionals based on their specific job requirements.

Course Curriculum:

Term 1

Financial data analysis with MS Excel
Python Programming
Emerging job areas-SMAC
Large data management
R programming
Project

Term 2

Foundation of Big Data systems
Processing Big Data [Hadoop-MapReduce, Hive, PigLatin]
Visual analytics with Tableau
Web & social media analytics (Google Analytics & SAS)
Project

Course Highlights:

Robust evaluation with MCQs, Practicals, e-Projects, Assignments
Certified expert faculty
Industry relevant skills
Assignment-based learning
Onlinevarsity – A learning app, exclusively for our students that provides access to study material, e-books, reference material, video tutorials, chats with experts & more.

Name	Smart Pro Data Science course
Course Duration	14 Months
Website	www.aptechsaltlake.com
Address:	DA 6, 2nd Avenue, DA Block, Sector 1, Bidhannagar, Kolkata, West Bengal 700064 Contact: 033 4007 3556
Avg. Google Rating:	4
Offering DS Training in Kolkata Since:	1986
Fees	INR 90,000
Branches in India:	Kolkata, Bangalore
Exclusive Data Science Institute:	Yes
Flagship Course Names:	APTECH CERTIFIED COMPUTER(ACCP)PRO APTECH CERTIFIED PYTHON DEVELOPER SMART PRO-ARTIFICIAL INTELLIGENCE & MACHINE LEARNING SMART PRO-ANDROID APP DEVELOPMENT
Training Delivery Model	Online & Offline

18. DataSpace Academy

Dataspace Academy is an innovative cybersecurity and ethical training institution, offering industry-relevant certification training programs for students and professionals. They partner with leading trainers, professionals, companies, and individuals to create course modules that address the growing needs of a dynamic industry. They provide training and coaching that helps working professionals achieve their career goals.

They aim to empower their students with industry-relevant skills. They teach their students the key to future-proofing their careers in this ruthless, competitive world. Dataspace Academy has created a thriving ecosystem of mentors, trainers, and industry experts to help the community grow.

Course Curriculum:

Module 1: Data Analysis in Excel (2 Weeks)
Module 2: Python Essentials (8 Weeks)
Module 3: SQL (2 Weeks)
Module 4: Essential Statistics For Data Analysis (4 Weeks)
Module 5: Basic Machine Learning Algorithms (10 Weeks)
Module 6: Advanced Machine Learning Algorithms (8 Weeks)
Module 7: Deep Learning Computer Vision™ CNN, OpenCV, and YOLO (8-10 Weeks)
FINAL COURSE: CAPSTONE PROJECT (1 Month)

Course Highlights:

Training & Mentorship
Flexible Schedule
Online Live Interactive Session
Recorded Session After the class
Industry Recognized Certificate

Name	Certification In Data Science
Course Duration	1 Year
Website	www.dataspaceacademy.com
Address:	Seven Hills Building, EN BLOCK, 3rd floor, EN-34, Street Number 8, Sector V, Bidhannagar, Kolkata, West Bengal 700091 Mob: 099329 62939
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2008
Fees	INR 1,25,000
Branches in India:	Kolkata, Bangalore
Exclusive Data Science Institute:	yes
Flagship Course Names:	Web Application Pentesting Network Pentesting Diploma in cybersecurity Industrial Training Certification In Data Science Certification In Data Analytics Certification In Bug Bounty
Training Delivery Model	Online & Offline

19. Interface

The Interface stands out as a leading organization in Kolkata, specializing in providing comprehensive business solutions. With a focus on delivering educational solutions for professionals, the organization excels in technology and ERP consulting. The Interface is renowned for its top-notch ERP services and offers end-to-end HR solutions. The scope of its services extends to areas such as Application and Software development, System Audit, Cloud and Information security, among others.

Dedicated to advancing growth in the Data Science industry, The Interface boasts extensive expertise in key areas like Big Data, Machine Learning, Deep Learning, and Cloud Computing. The trainers at The Interface bring over ten years of experience in various Data Science fields, ensuring a high level of proficiency. The Data Science with R Programming Course offered by The Interface is tailored for professionals looking to enhance their careers with exceptional skills.

Course Curriculum:

5 Modules

Overview of Statistics
Introduction to R Programming
Correlation Analysis
Skewness and Kurtosis
Probability Basics
Hypothesis Testing
Sampling
Other Statistics Tools
What is Data Science
How to use R to explore and visualize data
Data collection, modulation, regression, manipulation, modeling

Course Highlights:

Learn the basics of R language.
Understanding the R community.
Importing and manipulating your data.
Effective Data Visualization.
Data Mining and Machine Learning.
Reporting Results.

Name	Data Science with R Programming
Course Duration	3 Months
Website	www.the-interface.co.in
Address:	Amrit Tower,2nd Floor, EN-26 Sector V, Salt Lake City Kolkata-700091 Contact Number: 9434345384
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2008
Fees	INR 35,000
Branches in India:	Kolkata, Bangalore
Exclusive Data Science Institute:	yes
Flagship Course Names:	Python Core Advance Big Data and Hadoop Developer Machine Learning Training Manual Testing
Training Delivery Model	Online

20. JISIASR

Established in 2019, the JIS Institute of Advanced Studies and Research (JISIASR) in Kolkata has swiftly become one of the most esteemed post-graduate institutes in its category. Offering a range of PG, Diploma, and PhD courses in Engineering and Science, JISIASR admits students based on their performance in the last qualifying examination. The institute operates through three key centers: the Centre for Data Science, the Centre for Health Science and Technology, and the Centre for Interdisciplinary Sciences.

With global collaborations with leading industries, JISIASR ensures valuable internship opportunities for its students. The faculty members are highly qualified, with backgrounds from prestigious institutions such as IITs and other eminent establishments in India, the USA, and Europe. JISIASR is committed to supporting academic excellence by providing scholarships to deserving students.

Course Curriculum:

16 Modules

Statistical Methods
Database Management System
Operating System
Fundamentals of Analytics
OS Lab using Linux/Unix
Modeling Techniques
Object-Oriented Analysis and Design
Modern Computing Scenario
Data Communication and Networking
Cloud Computing
Object-Oriented Programming
Time Series Analysis and Forecasting
Data Mining
Big Data Technology
Design and Analysis of Algorithm
Machine Learning

Name	Advanced Diploma In Data Science and Application
Course Duration	1 Year
Website	www.jisiasr.org
Address:	Arch Waterfront (17th floor), GP Block, Sector V Salt Lake, Kolkata – 700091, West Bengal, India Mob: 09874375544
Avg. Google Rating:	5
Offering DS Training in Kolkata Since:	2019
Fees	INR 1,03,600
Branches in India:	Kolkata
Exclusive Data Science Institute:	yes
Flagship Course Names:	M.Tech. in Computer Science and Engineering Specialization: Data Science Biotechnology & Bioinformatics, Polymer Science & Technology Analytical Science and Technology
Training Delivery Model	Offline

21. Learnbay

Acquire your first data science job. Learnbay Provides the best Data Science courses in Pune. This course will help you to capitalize on your domain expertise by utilizing your existing domain knowledge in the data science field via fresh industrial capstones.

Course Curriculum:

L1: Cohort Orientation + Special Programming Classes
L2: Python Programming (Basic + Advance)
L3: Statistics and Machine Learning
L4: Data Science Tools
L5: AI Tools
L6: Deplyment & Essentials
L7: AI Generative Tools and Future Trends

Course Highlights:

Industry-Relevant & Updated Syllabus
360 Degree Knowledge Building
1:1 Dedicated Mentorship
Multiple Career Opportunities
Domain specialization

Name	Data Science and AI Masters Program
Course Duration	10 Months
Website	www.learnbay.co
Address:	office no. 408, 4th floor, Inorbit mall, City Space, opposite to Fiserv, Viman Nagar, Pune, Maharashtra 411014 Mob: 077956 87988
Avg. Google Rating:	5
Offering DS Training in Kolkata Since	2016
Fees	INR 1,25,000
Branches in India:	Pune, Mumbai, Delhi, Kolkata, Chennai, Bangalore, Hyderabad
Flagship Course Names:	Data Science Course Training Machine Learning Course Training Data Analytics Course Training Business Analytics Course Training Artificial Intelligence AI Course Training Full Stack Software Developer Course
Exclusive Data Science Institute:	Yes
Training Delivery Model	Online /Offline

22. Indian Institute of Management Calcutta

Established in November 1961, the Indian Institute of Management Calcutta (IIMC) holds the distinction of being the first National Institute for Post Graduate Studies and Research in Management. In its early years, IIMC boasted notable faculties like Jagdish Sheth and J. K. Sengupta. Over time, it has evolved into a globally recognized institution, offering high-quality education with a focus on individual attention and intellectual depth.

As a pioneer in professional management systems, IIMC is involved in research activities, and consultations, and provides a range of Post Graduate and Doctoral programs. The institute proudly holds triple accreditation from AMBA, EQUIS, and AACSB, contributing to its status as one of Asia’s premier schools. Drawing students and professionals from across India, IIMC is known for its experienced faculty.

The trainers at IIM bring over ten years of experience in various fields of Data Science. The Advanced Programme in Data Sciences (APDS) Course offered by IIM is designed for professionals looking to advance their careers with exceptional skills.

Course Curriculum:

Understanding Data Science
Mathematics for Data Science
Statistics for Data Science
Data Management and Data Warehousing
Machine Learning with Python
Data Interpretation, Visualization, and Analysis
Econometrics with R
Stochastic Process and Simulation
Categorical Data Analysis
Business Intelligence with Data Analytics
Big Data Storage and Analytics
Advanced Topics in Data Science
Project in Data Science

Course Highlights:

Hands-on training.
The students receive executive education alumni status from IIMC.
IIM Calcutta provides official certification after completing the course. The certification is valuable and has credibility around the globe.

Name	Advanced Programme in Data Sciences (APDS)
Course Duration	1 Year
Website	www.iimcal.ac.in
Address:	Diamond Harbour Rd, Joka, Kolkata, West Bengal 700104 Contact Number: 033 2467 8300
Avg. Google Rating:	5
Fees	INR 4,00,000
Branches in India:	Kolkata
Exclusive Data Science Institute:	No
Flagship Course Names:	Master of Business Administration [MBA] Post Graduate Diploma in Business Analytics Post Graduate Program for Executives for Visionary Leadership In Manufacturing [PGPEX-VLM]
Training Delivery Model	Offline

Who should learn Data Science in Kolkata?

Data Science is an invaluable skill for anyone in Kolkata seeking to navigate the evolving landscape of technology and information. As businesses increasingly rely on data-driven insights, learning Data Science opens doors to numerous opportunities. Professionals in IT, finance, healthcare, marketing, or anyone intrigued by the power of data can benefit. In Kolkata, where various industries are embracing digital transformation, acquiring Data Science expertise is a strategic move. It’s not just for tech enthusiasts; anyone with curiosity and a desire to understand and leverage data for informed decision-making can delve into the world of Data Science, enhancing their career prospects and contributing to innovation in the vibrant city.

Why should you study Data Science?

Exploring Data Science comes with numerous benefits. Firstly, it’s in high demand for data scientist , offering promising job prospects. Secondly, it empowers individuals to work with data, uncover valuable insights, and contribute to intelligent decision-making in companies. Importantly, it’s not exclusive to experts; anyone can grasp its concepts and apply them in diverse sectors like healthcare, finance, or sports. Data Science provides a platform to address real-world issues creatively. As a continuously evolving field, it ensures ongoing learning and personal growth. In essence, delving into Data Science opens doors to a fulfilling career, perpetual learning, and the opportunity to make a meaningful impact.

Career Scope in Data Science in Kolkata

In the bustling city of Kolkata, the career scope in Data Science is burgeoning, presenting a multitude of exciting opportunities. As industries increasingly harness the power of data, the demand for Data Scientist is on the rise. From finance to healthcare, businesses are seeking professionals adept at deciphering complex data sets. Pursuing a career in Data Science in Kolkata opens doors to roles such as Data Analysts, Machine Learning Engineers, and Business Intelligence Developers. The city’s vibrant economic landscape, coupled with the growing emphasis on digital transformation, makes Data Science a strategic and rewarding choice for those aiming to carve a niche in the dynamic job market.

Mastering Data Science Tools

“Begin an exciting exploration into the data science domain through Digiperform’s ‘Mastering Data Science Tools’ course. Engage with Python, R programming, and cutting-edge machine learning techniques, honing abilities to derive significant data insights. Acquire hands-on proficiency using tools vital to the industry, preparing to tackle genuine data complexities. Enhance your skills and broaden career opportunities in data science with Digiperform’s comprehensive and practical program.”

Data Science Salaries for Freshers in Kolkata

For freshers entering the Data Science realm in Kolkata, salaries are notably promising. As businesses in the city increasingly embrace data-driven decision-making, the demand for Data Scientist is on the upswing. Starting salaries for fresh graduates with a Data Science background typically range from competitive to lucrative, depending on the hiring company and the individual’s skill set. This trend is reflective of the critical role Data Science plays in various industries in Kolkata, spanning finance, healthcare, and technology. Aspiring Data Scientist can expect a rewarding entry into the workforce with ample opportunities for growth and development.

Current Job Openings in Data Science in Kolkata

In the vibrant job market of Kolkata, the realm of Data Science is teeming with exciting opportunities. Various companies across sectors are actively seeking skilled professionals to fill current job openings in Data Science. Roles range from Data Analysts, who interpret and derive insights from data, to Machine Learning Engineers, who develop intelligent algorithms. With Kolkata’s growing emphasis on digital innovation, these positions play a crucial role in transforming businesses through data-driven decision-making. Whether in finance, healthcare, or technology, the demand for data scientist is evident. Job seekers with a passion for unraveling the potential of data will find a dynamic landscape in Kolkata, where their skills can make a substantial impact and contribute to the city’s technological evolution. Keeping an eye on the current job market in Data Science opens doors to rewarding and progressive career paths.! You can refer to these websites: Naukri.com, Linkedin.com, Indeed.com and many more.

FAQs: Data Science Course

What is the duration of the Data Science course in Kolkata?

The duration of Data Science courses in Kolkata can vary, but many programs offer flexible timelines. Courses can range from a few weeks to several months, depending on the depth and structure of the curriculum.

Are there any prerequisites for enrolling in a Data Science course?

Prerequisites may vary, but a basic understanding of mathematics, statistics, and programming can be beneficial. Some courses cater to beginners, while others may require a certain level of proficiency in related skills.

How are the courses structured, and what topics do they cover?

Course structures differ, but common topics include statistics, programming languages like Python, machine learning, data visualization, and practical applications in various industries. Hands-on projects are often included to reinforce learning.

What career opportunities can arise after completing a Data Science course in Kolkata?

Completing a Data Science course can open doors to various roles, including Data Scientist, Data Analyst, Machine Learning Engineer, and more. Kolkata's tech-centric environment provides ample job opportunities in sectors like IT, finance, healthcare, and e-commerce.