Specialization 2 of 9
Machine Learning
Master complete machine learning concepts, algorithms and applications.
- courses
- 11
- lessons
- 400
- hours of video
- 45
- lessons free to try
- 44
01
Mathematics For Machine Learning
Learn the essential math for ML, starting with linear algebra and statistics. Work with matrices, understand eigenvalues, probability, hypothesis testing, and intermediate to advanced statistics tailored for real-world ML challenges
2 courses · 4 h 38 min
02
Get Conversant With Data
Learn how to make the data ready for ML model building and drive actionable business insights from the data using extensive EDA.
1 course · 7 h 3 min
03
Learn Popular ML Algorithms
Learn regression and classification models from zero to professional level. These are the most popular algorithms used in Data Science problems.
2 courses · 12 h 1 min
04
Master Advanced ML Algorithms
Master advanced machine learning algorithms, the maths behind it, code implementations and application. Also, know the real-life do's and don'ts of ML modeling.
6 courses · 21 h 19 min
- Course 6Imbalanced Classification26 lessons · 2 h 47 min5 free lessons
- Course 7Supervised ML Algorithms63 lessons · 8 h 41 min4 free lessons
- Course 8Ensemble Learning28 lessons · 2 h 52 min
- Course 9Fixed and Mixed Effects Modelling11 lessons · 1 h 4 min9 free lessons
- Course 10Recommendation System - Deep Dive18 lessons · 3 h 28 min
- Course 11Explaining Machine Learning Models - Deep Dive14 lessons · 2 h 27 min
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