Machine Learning

Master the art of predictive modeling and pattern recognition

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Phase 1

The Fundamentals

1

What Is Machine Learning?

Free

An HR & People Management Perspective

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2

End-to-End: The HR Analytics Project

Free

A Complete Lifecycle of People Predictions

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Phase 2

Core Algorithms

3

Classification & Training Models

Free

From Predicting Hires to Modeling Salaries

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4

SVM, Decision Trees & Random Forest

Free

Advanced Classifiers & Ensemble Intelligence

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5

Dimensionality Reduction & Unsupervised Learning

Free

Simplifying Complexity & Finding Hidden Patterns

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Phase 3

The Bridge to Deep Learning

6

Introduction to Artificial Neural Networks

Free

The Foundation of Modern AI

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