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Course details:
Day One
Intro
- Personal presentation and get-to-know-each-other
- Course introduction and framework
Session One - Overview
- Overview of AI and ML
- ML workflow
- Descriptive vs. Predictive vs. Prescriptive Analytics
- Intro to Statistical Learning
Session Two – Supervised Learning applications for business
- Supervised Learning – Regression applications
- Supervised Learning – Classification applications
Day Two
Session One – Supervised Learning and Unsupervised Learning applications for business
- Supervised Learning – Decision Trees applications
- Unsupervised Learning – Dimensionality Reduction applications
Session Two – Intro to advanced algorithms for business
Intro to Neural Networks e Deep Learning applications
Intro to Reinforcement Learning applications
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