AI Advanced Training Course

From Fundamentals of Machine Learning to Building AI applications.

Course curriculum

1. Recording of Online session - Saturday(Introductory Session )
2. Recording of Online session - Sunday
1. Recording of Online session - Saturday
2. Recording of Online session - Sunday
3. Assignment 2 - Python Fundamentals
4. Assignment 3 - NLP
5. Assignment 1
1. Recording of Online session
1. Recording of Online session
2. Recording of Online session
1. Recording of Online session
2. Recording of Online session
1. Recording of Online session(Saturday)
2. Recording of Online session(Sunday)
3. March 1 _ 2 - outline
4. HR Attrition Analysis project
5. Study Materials - T-test
6. Study Materials - KNN
7. Study Materials - Linear Regression
1. March 8 _ 9 - outline
2. Recording of Online session - Saturday
3. Recording of Online session - Sunday
4. Random forest
5. Gradient Boosting
6. PCA - Principal Component Analysis
7. SelectKBest
8. Decision Tree
9. GridSearchCV
10. Procedure ML project
11. Project 2 - Churn project
12. Neural Network
13. Project 3 - Fruit classification
1. Recording of Online session - Saturday - 03/22/2025
2. Recording of Online session - Sunday - 03/23/2025
3. Session outline - Natural Language processing
4. Fruit Classification project
5. Selectkbest
6. Grid search
7. Principal component Analysis
8. CNN Architectures
9. CNN - Pdf
1. Recording of Online session - Saturday 03/29/2025
2. Recording of Online session - Sunday (03/30/2025)
3. Study Meterials - Topic Modeling/RNN - LSA, LDA, NNMF

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