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ai/ml · dsa
- Tinglish
ai/ml + dsa
ml you can feel first. math when you actually need it.
- practical ml from a problem, not a paper
- dsa the same way — struggle, derive, then code
- lifetime access to the recordings
₹1₹699100% off
Syllabus
What you'll work through
The live map for this course. Recordings follow it.
See price and payAI/ML
- 1AI/ML Introduction & History
- 2Python for ML
- 3Numpy
- 4Pandas
- 5Data Cleaning with Pandas
- 6Data Visualization (Matplotlib & Seaborn)
- 7Statistics for ML
- 8What is Machine Learning?
- 9Classification Algorithms
- 10Regression Algorithms
- 11Model Evaluation & Metrics
- 12Data Preprocessing and Feature Engineering
- 13Advanced ML Algorithms (Tree Based Models)
- 14Unsupervised Learning (Clustering, PCA)
- 15End-to-End ML Project (Part 1)
- 16End-to-End ML Project (Part 2)
- 17Model Deployment Basics
- 18Model Monitoring & Maintenance
- 19ML Projects (Mini + Capstone)
- 20ML Roadmap and next steps
Projects
Data Detective
Scam/Spam Detector
Recommendation Engine
CapstoneCapstone
