Decision Tree - Machine Learning
4.0
(2)
33 learners
What you'll learn
This course includes
- 7.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 36 lessons • 7.5 hours of video
Decision Tree - Machine Learning
36 lessons
• 7.5 hours
Decision Tree - Machine Learning
36 lessons
• 7.5 hours
- #2 Decision Tree Using Gini Index | Gini Index | Gini Impurity Machine Learning Vidya Mahesh Huddar 10:40
- 1. Decision Tree | ID3 Algorithm | Solved Numerical Example | by Mahesh Huddar 23:53
- Appropriate Problems for Decision Tree Learning Machine Learning Big Data Analytics by Mahesh Huddar 06:14
- 1. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar 06:47
- 2. How to build a decision Tree for Boolean Function | Machine Learning by Mahesh Huddar mp4 10:08
- How to find the Entropy and Information Gain in Decision Tree Learning by Mahesh Huddar 12:15
- How to find the Entropy Given Probabilities decision Tree Learning Machine Learning by Mahesh Huddar 03:47
- Splitting Continuous Attribute using Gini Index in Decision Tree Machine Learning by Mahesh Huddar 06:45
- How to find Entropy Information Gain | Gini Index Splitting Attribute Decision Tree by Mahesh Huddar 13:06
- How to find Entropy | Information Gain | Gain in terms of Gini Index | Decision Tree Mahesh Huddar 13:12
- ID3 Decision tree Learning Algorithm | ID3 Algorithm | Decision Tree Algorithm Example Mahesh Huddar 08:06
- 2 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar 08:53
- 3 Decision Tree | ID3 Algorithm | Solved Numerical Example by Mahesh Huddar 12:14
- Issues in Decision Tree Learning | Machine Learning by Mahesh Huddar 05:17
- How to Avoid Overfitting in Decision Tree Learning | Machine Learning | Data Mining by Mahesh Huddar 13:52
- How to handle Continuous Valued Attributes in Decision Tree | Machine Learning by Mahesh Huddar 08:18
- ID3 Decision Tree Learning Inductive Bias | Inductive bias of ID3 | Occam's razor ID3 Mahesh Huddar 06:44
- How to find Gini of an Attribute | Gini Index or Overall Gini in Decision Tree by Mahesh Huddar 08:45
- ID3 Algorithm to Build Decision Tree Buys Computer Solved Example in Machine Learning Mahesh Huddar 18:05
- Build Decision Tree using Gini Index Solved Numerical Example Machine Learning by Dr. Mahesh Huddar 14:18
- How to Draw Decision Tree for Parity Function | Decision Tree for Boolean Function by Mahesh Huddar 02:50
- Part 1 - Decision Tree using Greedy Approach – Solved Example in Machine Learning by Mahesh Huddar 14:07
- Part 2 - Decision Tree using Greedy Approach – Solved Example in Machine Learning by Mahesh Huddar 05:48
- How to build Decision Tree using C4.5 Algorithm | C4.5 Decision Tree Learning | C4.5 Mahesh Huddar 09:25
- Decision Tree using C4.5 Algorithm Solved Numerical Example | C4.5 Solved Example by Mahesh Huddar 15:39
- Classification and Regression Trees Decision Tree | CART Algorithm Solved Example by Mahesh Huddar 14:53
- Build Decision Tree using Regression Algorithm Solved Example in machine learning by Mahesh Huddar 09:51
- Regression Decision Tree Solved Example Regression Trees in Machine Learning by Mahesh Huddar 16:37
- CHAID Decision Tree Chi-Square Automatic Interaction Detection in Machine Learning by Mahesh Huddar 14:06
- 4. ID3 Decion Tree | Decision Tree Learning | ID3 Solved Example | ID3 Algorithm Vidya Mahesh Huddar 12:15
- #3. Decision Tree Using Gini Index | Gini Index | CART in Machine Learning by Vidya Mahesh Huddar 08:20
- #4. Decision Tree Using Gini Index | Regression Tree in Machine Learning by Vidya Mahesh Huddar 11:17
- 3. Decision Tree Solved Numerical Example Big Data Analytics ML CART Algorithm by Mahesh Huddar 21:29
- 1. Decision Tree Solved Play Tennis Example Big Data Analytics CART Algorithm by Mahesh Huddar 21:53
- 2. Decision Tree Solved Numerical Example Big Data Analytics CART Algorithm by Mahesh Huddar 24:34
- Decision Tree with Solved Numerical Example - Big Data Analytics Tutorial by Mahesh Huddar 36:37
