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21 Projects, 21 Days: ML, Deep Learning & GenAI - Live
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 image recognition to chatbots and AI agents ending with 21 portfolio-ready projects that showcase your end-to-end AI skills.
FEE REFUND OFFER: Complete 21 Projects in 21 Days & get your 90% Fee Refunded!
Course Overview
Key Highlights
- Foundations in Python & Data Science
- Machine Learning for prediction & segmentation
- Deep Learning with CNNs, transfer learning & time-series
- Build custom GPTs with Hugging Face
- Generative AI: OCR, text-to-SQL & smart search
- Real-world RAG chatbots & AI agents
- Agentic AI for workflows & multi-agent systems
- Portfolio of 21 deployable AI projects
Projects
- 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
What Will You Learn?
- Introduction to the program, tools setup, and success roadmap.
- Live coding sessions guiding you through 21 projects step by step.
- Focused sessions on ML, DL, and Gen AI fundamentals behind each project.
- Real-time doubt clarification and expert feedback.
- Interactive practice sessions alongside the instructor.
- Work in groups to share insights, debug, and present mini-demos.
- Special talks on real-world AI applications and career guidance.
- Final live presentation of projects with feedback.
Exciting Surprise!
Students will now be eligible for a 90% refund of the amount paid if they successfully complete 100% of this course.
What Sets Us Apart
Recognised Certification
Placement Assistance
24 X 7 Doubt Support
Earn an industry-recognised GeeksforGeeks Certificate of Completion by fulfilling the course requirements.
Perks of our certificates:
- Credible Validation
- Helps in Career Advancement
- Lifetime Validity
Read more
What Sets Us Apart
Earn an industry-recognised GeeksforGeeks Certificate of Completion by fulfilling the course requirements.
Perks of our certif
Our Placement Assistance Program is designed to provide comprehensive support and guidance to help you get started and succeed in your coding career
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.&
Course Content
- Data Storytelling: Analysing Survival on the Titanic
- Cracking the Code: An Inside Look at Netflix's Content Strategy
- Predicting Housing Market Trends with AI
- AI in Healthcare: Building a Life-Saving Heart Disease Predictor
- Smart Segmentation: Unlocking Customer Personas with AI
- Predicting Future Store Sales with AI
- Preventing Customer Churn with Feature Transformation
- Vision AI Fundamentals: Building a Digit Recognizer from Scratch
- Advanced Vision AI: Fast-Tracking Image Classification with Transfer Learning
- Creative AI: Generating Art with Neural Style Transfer
- The AI Swiss Army Knife: One-Line Solutions with Hugging Face Pipelines
- Real-World Computer Vision: Building a Real-Time Object Detector
- Next-Gen Forecasting: Applying Deep Learning to Time Series Data
- Build Your Own GPT: Creating a Custom Text Generation Engine
- Talk to Your Data: Building a Natural Language to SQL Generator
- Intelligent Document Automation: Building a Smart OCR Bot
- Build Your Own Intelligent Internet Search Engine
- Chat with Your Knowledge Base: Building a Powerful RAG Chatbot
- Autonomous Market Analyst: Building AI Agents for Deep Research
- Web Automation on Autopilot: Building an AI Browser Agent
- Building an AI-Powered Newsletter Pipeline on n8n
