DS4B 201-R – Data Science For Business With R
Price: $499
Archive: https://archive.is/X0WL7
Solve a real-world churn problem with H2O AutoML (automated machine learning) & LIME black-box model explanations using R
Week 1: Getting Started
Week 2: Business Understanding
Week 3: Data Understanding
Week 4: Data Preparation
Weeks 5 & 6: H2O Modeling & Performance Analysis
- Generalized Linear Models (GLM)
- Gradient Boosted Machines (GBM)
- Random Forest (RF)
- Deep Learning (DL)
- Stacked Ensembles.
Week 7: Explaining Black-Box Models
Weeks 8 & 9: Expected Value, Threshold Optimization, & Sensitivity Analysis
Week 10: Recommendation Algorithm Development
Bonus #1: Market Basket Analysis ($995 Value)
- Collaborative Filtering
- Association Rules
- Item Popularity
- Content-Based Filtering
- Hybrid Models
Bonus #2: Private Slack Community Channel ($1,995 Value)
Bonus #3: Instructor Access
Summary Of Everything Included
- 10-Week Data Science For Business With R Program : $5,000 value (compared to 5-Day On-Site Workshop)
- Business Science Problem Framework Training
- Sizing Problem, Data Exploration, Preprocessing, & Pre-modeling Correlation Analysis Training
- Machine Learning Training: H2O & LIME
- Expected Value Training: Threshold Optimization & Sensitivity Analysis
- Recommendation Algorithm Development Training: 3-Step Process
- Bonus #1: Market Basket Analysis ML Tutorial: $995 Value
- Bonus #2: Private Slack Community Channel: $1,995 Value
- Bonus #3: Instructor Access: Priceless 🙂
$499.00
$99.00
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