IBM Machine Learning with Python | Free Course | Cognitive Class

Earn IBM Machine Learning with Python Badge

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This free Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

 

Why earn this badge?

The badge earner has demonstrated an understanding of Supervised vs. Unsupervised Learning, how Statistical Modelling relates to Machine Learning, and how to build and evaluate machine learning models.

 

Course Syllabus

Module 1 – Introduction to Machine Learning

Applications of Machine Learning

Supervised vs Unsupervised Learning

Python libraries suitable for Machine Learning

Module 2 – Regression

Linear Regression

Non-linear Regression

Model evaluation methods

Module 3 – Classification

K-Nearest Neighbour

Decision Trees

Logistic Regression

Support Vector Machines

Model Evaluation

Module 4 – Unsupervised Learning

K-Means Clustering

Hierarchical Clustering

Density-Based Clustering

Module 5 – Recommender Systems

Content-based recommended systems

Collaborative Filtering

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