Month 16: AI in Marketing and Sales
Week 1: Customer Analytics and Segmentation
- Day 1: Understanding Customer Analytics
- Day 2: AI for Customer Analytics
- Day 3: Customer Segmentation Using AI
- Day 4: Predictive Analytics for Customer Behavior
- Day 5: Case Studies and Practical Application
Week 2: AI for Personalization and Recommendation
- Day 1: Introduction to Personalization and Recommendation Systems
- Day 2: Collaborative Filtering for Recommendations
- Day 3: Content-Based and Hybrid Recommendation Systems
- Day 4: Deep Learning for Personalization and Recommendation
- Day 5: Case Studies and Practical Application
Week 3: AI in Advertising and Content Generation
- Day 1: Understanding AI in Advertising
- Day 2: Programmatic Advertising and Real-Time Bidding
- Day 3: AI for Ad Targeting and Optimization
- Day 4: AI for Content Generation: Text, Image, Video
- Day 5: Case Studies and Practical Application
Week 4: AI in Sales Forecasting and Optimization
- Day 1: Introduction to Sales Forecasting
- Day 2: Time Series Analysis for Sales Forecasting
- Day 3: Machine Learning for Sales Forecasting
- Day 4: AI for Sales Optimization: Lead Scoring, Pricing
- Day 5: Case Studies and Practical Application