IBM AI and Machine Learning

IBM AI and Machine Learning

Learning path

You will gain a solid theoretical understanding and considerable practice of the main Machine Learning algorithms, uses, and best practices, including Supervised and Unsupervised learning, Regression, Classification, Clustering, Deep learning and Reinforcement learning. You will code your own projects using some of the most relevant open-source frameworks and libraries, and you will apply what you have learned. Upon completion, you’ll earn a Professional Certificate and a Digital Badge from IBM.

Learning path badge

What you'll learn

  • Master the most up-to-date practical skills and knowledge machine learning experts use in their daily roles.

  • Develop working knowledge of KNN, PCA, and non-negative matrix collaborative filtering.

  • Learn how to compare and contrast different machine learning algorithms by creating recommender systems in Python

  • Predict course ratings by training a neural network and constructing regression and classification models

Skills you'll gain

Learning path content

Complete the following content and you’ll be awarded a certified badge that you can proudly share with your network.