Content ITV PRO
This is Itvedant Content department
Supervised Learning – Regression (Marketing Analysis Sales Prediction & Automobiles Price Prediction)
Regularisation ,Lasso & Ridge
Learning Outcome
5
Implement Ridge and Lasso in Python (Scikit-Learn)
4
Use Lasso for automatic feature selection
3
Distinguish between Ridge (L2) and Lasso (L1) regression
2
Learn how a penalty term keeps model weights (β) small
1
Understand Regularization and how it prevents overfitting
Topic Name
Hook/Story/Analogy(Slide 4)
Transition from Analogy to Technical Concept(Slide 5)
Core Concepts (Slide 6)
Core Concepts (Slide 7)
Core Concepts (.....Slide N-3)
Summary
5
Build strong branding
4
Use different marketing channels
3
Target the right audience
2
Create and communicate value
1
Understand customer needs
Choose cool, soft colors instead of vibrant colors
Max 5 Points for Summary & Min 2
Quiz
Which platform is mainly used for professional networking and B2B marketing ?
A. Facebook
B. Instagram
C. LinkedIn
D. Snapchat
Quiz-Answer
Which platform is mainly used for professional networking and B2B marketing ?
A. Facebook
B. Instagram
C. LinkedIn
D. Snapchat
Regularisation ,Lasso & Ridge
By Content ITV
