Fundamentals of Machine Learning

Course overview

Fundamentals of Machine Learning The module Fundamentals of Machine Learning imparts the essential foundations of machine learning and data-driven model development. Participants will learn how to prepare data for machine learning, examine basic statistical relationships, and apply typical machine learning methods and algorithms. Learning content: - Basics of Machine Learning - Classification of Machine Learning and Artificial Intelligence - Key terms and methods of machine learning - Preparing data for machine learning - Exploratory data analysis - Feature creation and selection of suitable features - Working with vectors, matrices, and tables - Statistical foundations for machine learning - Distributions, metrics, and correlations - Use of typical machine learning libraries - Training and application of machine learning models - Introduction to text processing and natural language processing

Upcoming dates

• 2026-11-08T23:00:00.000Z · 2026-11-22T23:00:00.000Z · Virtuelles Klassenzimmer
• 2026-12-14T23:00:00.000Z · 2027-01-06T23:00:00.000Z · Virtuelles Klassenzimmer