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Data Science Project Based Learning
537k+ interested Geeks
A practical, project-first path to data science, from Python and statistics to analytics, ML/DL, NLP/CV, and GenAI - learn by doing with industry level projects, regular expert classes, and one-year on-demand access.
Beginner to Advanced2 Seats Left
537k+ interested Geeks
Beginner FriendlyCourse CertificateIndustry ReadinessCapstone Projects
For further queries, reach us via Call/WhatsApp at: +91-8130806418
Course Overview
Key Highlights
- Every 15 days, a master class with an industry expert helps you deepen concepts.
- Once your basics feel solid and youre ready for hands-on work, you will get access to 21 industry-level projects to convert your learning into practical experience.
Projects (21 Projects Live Sessions)
- Titanic Survival Prediction (ML)
- Real-Time Object Detection (DL)
- Custom Text Generation Engine (Mini-GPT)
- Natural Language to SQL Generator
- Smart OCR Bot for Document Automation
- AI Browser Agent for Web Automation
- RAG-powered Knowledge Base Chatbot
- Autonomous Market Analyst with AI Agents
- Digit Recognizer from Scratch
- Fast-Tracking Image Classification with Transfer Learning
- Neural Style Transfer for AI Art
- One-Line Solutions with Hugging Face Pipelines
- Deep Learning for Time-Series Data
- Real-Time Object Detector (Advanced)
- Smart Internet Search Engine with AI
- Intelligent Document Automation (OCR Bot)
- Building AI-Powered Newsletter Pipeline (n8n)
- Powerful RAG Chatbot
- Autonomous AI Agents for Deep Research
- AI Browser Agent (Enhanced)
- Advanced Text-to-SQL Generator
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What Sets Us Apart
24 X 7 Doubt Support
Recognised Certification
Placement Assistance
Complimentary Course Access
Complimentary Course
24 X 7 Doubt Support
AI Chat Support 24/7 – A dedicated service provided with this course for free to help you overcome any doubt, at any time, and anywhere.
Note: If you are not happy with the AI agent, then you will be connected with our course Teaching Assistant.
Teaching Assistant Support – Every class includes a dedicated doubt-clearing session where you can raise queries with the Teaching Assistant assigned to your batch.
Read moreWhat Sets Us Apart
24 X 7 Doubt Support
AI Chat Support 24/7 – A dedicated service provided with this course for free to help you overcome any doubt,
Recognised Certification
Earn an industry-recognised GeeksforGeeks Certificate of Completion by fulfilling the course requirements.
Perks of our certif
Placement Assistance
Our Placement Assistance Program is designed to provide comprehensive support and guidance to help you get started and succeed in your coding career
Complimentary Course Access
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1-year access to the online course materials and recorded videos
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Read more...
Complimentary Course
You get acces to The 21 Projects in 21 Days course is a hands-on journey through Machine Learning, Deep Learning, and Generative AI, where youll build real-world projects daily from predictions and
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
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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
Frequently Asked Questions
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How long will I get access to the online course material available with this course?
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Are refunds offered for courses?
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What are the prerequisites and required software/hardware?
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