Machine Learning in Python
Live, Instructor led, Online Machine Learning training
Demo on August 15th, 8:30 PM EST, 6:00 AM IST
Wanted to learn Machine Learning from a live instructor online ? Register for this 45 hour instructor led, online course on Machine Learning in Python. Everything on this page is taught at 1 hour a day on weekdays. This course is designed for absolute beginner’s in mind. No experience (either in Programming or otherwise) is required. However, a bit of basic programming experience is useful. You can go through Just enough Python course on this website before you join this course or if you want to get started with Python for Machine Learning.
Price – $750 ( Rs. 49000 )
Week 1 – Python
Day 0 – Why Machine Learning
Day 1 – Just enough Python
Day 2 – Data Structures
Day 4 – Pandas
Day 5 – Visualization
Week 2 – Math
Day 6 – Linear Algebra
Day 8 – Introduction to Regression
Day 10 – Machine Learning Lifecycle
Week 3 – Supervised Machine Learning Algorithms
Day 11 – Logistic Regression
Day 14 – Support Vector Machine – SVM
- What is SVM
- Support Vectors
- Kernels
- Hyperplane
- Performance Tuning
- SVM for Regression
Day 15 – Ensemble Methods
Week 4 – Unsupervised Machine Learning Algorithms
Day 18 – Dimensionality Reduction