Data Science Project Based Learning

Q: How long will I get access to the online course material available with this course?

You'll get 1 year access to the online course material and recorded videos. You can attend this class from any geographical location.

Q: Total Duration of the Course is ?

Total Duration of the Course is 26 Weeks .

Q: How are the doubt sessions conducted?

You can ask questions directly to the mentor during class, similar to our offline classroom program. Additionally, every class includes a dedicated doubt-clearing session where you can raise queries with the Teaching Assistant assigned to your batch. Also, this course offers 24/7 doubt support, so you can ask questions anytime you need.

Q: Will I get internship certificate after completing this course ?

No internship certificate program is only for offline batches. After successfull completion of the live course you will be provided a training certificate

Q: Are refunds offered for courses?

All sales are final, no refunds will be provided for offline and live courses.However, if needed, participants may be allowed to shift to a different batch of the same course, subject to availability and course policies.

Q: What are the prerequisites and required software/hardware?

This live course has no prerequisites. You’ll receive clear articles and notes for each session, so you can follow along from day one and get the most out of the program. Prior experience may help, but it isn’t required everything you need will be provided.

Q: Can I make the payment through PayPal?

Yes. Mail us with your details at geeks.classes@geeksforgeeks.org.

Self-Paced Course

548k+ interested Geeks

Master Data Science and Machine Learning with this intensive project-first course by GeeksforGeeks. Learn Python, Statistics, Analytics, ML by completing industry-level projects. Build a Job-ready portfolio with Expert online classes.

Beginner to Advanced

548k+ interested Geeks

Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects

Don’t Miss Out- Enroll Today at Dropped Prices!

Course Overview

Key Highlights

Beginner-friendly, end-to-end program covering Python, math, statistics, ML, Deep Learning, NLP, and Generative AI.
One year of self-paced access to premium recorded lectures, articles, assignments, and practice problems.
Industry-aligned tools & skills including Python, Pandas, NumPy, SQL, Power BI, web scraping, AI pipelines, and more.
Expert guidance & doubt support with TA assistance, live sessions, and mentorship for resumes, LinkedIn, and placements.
Ideal for beginners & career-switchers looking for a structured, practical, and flexible way to enter Data Science and AI.

Build Portfolio Ready Projects (21 Projects Included):

Titanic Survival Prediction (ML)
Real-Time Object Detection (DL)
Smart OCR Bot for Document Automation
Digit Recognizer from Scratch

Course Content

01Python for Data Science

Introducing Python - Python Basics, Operators, Loops, Functions, Strings, List, Tuples, Dictionary, Set, Object-oriented concepts (OOPs) and much more.
Data Toolkit - Getting started with Files, Inventory Management System with Files, Inventory Management System with JSON, Mastering Numpy Arrays, Getting Started with OS, Jupyter Notebook Setup, OS with Python, etc.
Libraries - Numpy, Pandas, Matplotlib, Streamlit, etc.

02Statistics

Linear Algebra Essentials - Scalars, Vectors, Matrices, Matrix Operations, Inverse, Rank
Systems of Equations & Eigen Concepts - Solving Linear Systems, Determinants, Eigenvalues & Eigenvectors
Vector Spaces & Norms - Dot Product, Norms, Distance Metrics
Calculus Basics - Derivatives, Partial Derivatives, Chain Rule, Gradients
Optimization - Gradient Descent, Cost Functions, Minima/Maxima
Multivariable Calculus

03Data Analytics

Data Analysis with Python - Getting started with Pandas, Data Preprocessing with Google Play Store, Introduction to EDA, Data Cleaning, Data Visualization, Data Analysis
Excel - Exploring Data, Preparing Data, Analysing Data, Important Interview Questions
Power BI - Introduction to Power BI, Understanding Parameters, Basic Plots, Fundamentals of Power BI, Designing the Plots, etc.
Web Scraping - Learn how to Scrape, Selenium, Image Dataset Creation, and much more
SQL - Databases Fundamentals, SQL Fundamentals, Data Manipulation (DML), Querying, Intermediate SQL Queries, Joining and Combining Data, Set Theory Clauses, Subqueries, Window Functions, Data Preprocessing and Analysis

04Machine Learning & AI

Introduction to AI - How Data Science Comes into Play
Regression - Linear Regression, Multiple Linear Regression & Polynomial Linear Regression
Machine Learning Algorithms - Support Vector Machines, Decision Trees, Random Forests, Classification Algorithms, Clustering Algorithms, Feature Engineering, and much more
Statistical Foundation for ML - Descriptive & Inferential Statistics, Correlation & Covariance, Outlier Detection, Sampling Strategies, Statistical Bias & Variance, Central Limit Theorem

What Sets Us Apart

24 X 7 Doubt Support

AI Chat Support for instant doubt resolution, plus a dedicated Teaching Assistant exclusively assigned to your batch.

Recognised Certification

Earn an industry-recognized GeeksforGeeks Training Certificate for credible validation, career advancement, and lifetime

Placement Assistance

Get end-to-end career support, Personalized Career Mapping, Tailored Job Opportunities, Resume & LinkedIn Optimization

Complimentary Course

You also get 21 Projects in 21 Days with daily ML and GenAI builds, ending with 21 portfolio-ready AI projects.

Course Benefits

1-year Access to the online Course materials and Premium Recorded videos

IBM Certification

Earn an industry-recognized IBM Certificate after successfully completing the MERN Project-Based Winter Training Program

Pricing

Testimonials

This course was instrumental in my journey to landing a job at Google. The curriculum is comprehensive and perfectly aligned with what top tech compan...

Ayush Deep

Placed at Google

As a newbie in the field of Data Science, Python, and Machine Learning, this course was extremely helpful to me in a variety of ways. First, it was so...

Eshant Das

Placed at GeeksforGeeks

Provides Simplified ML concepts and hands-on projects. Helped me to build consistency with the 90 day challenge. I would advise this course to anyone ...

RaviKiran Kandegula

Achieved a fair understanding/hands-on with ML Algos and Data Handling.

"The GeeksforGeeks ML course exceeded my expectations. The content is well-organized, and the instructors break down complex topics into manageable se...

Arjun Bhandari

Just learning now, will become a Data Scientist in few months

This course helped me enhance my data analytics skills, enabling me to analyze large datasets effectively, derive meaningful insights, and make inform...

Sagar Patle

Got Placed at Quantity kiosk Technology

I found the course to be very informative and well-structured. The materials and resources provided were helpful and gave me a solid understanding of ...

Prateek Singh

Placed in Ericsson Global India Limited

Data Science Project Based Learning

Course Overview

Course Content

What Sets Us Apart

24 X 7 Doubt Support

Recognised Certification

Placement Assistance

Complimentary Course

Course Benefits

IBM Certification

Testimonials

Frequently Asked Questions

How long will I get access to the online course material available with this course?

Total Duration of the Course is ?

How are the doubt sessions conducted?

Will I get internship certificate after completing this course ?

Are refunds offered for courses?

What are the prerequisites and required software/hardware?

Can I make the payment through PayPal?