Advanced Machine Learning Methods and Techniques
Advanced Machine Learning Methods and Techniques Course. This course teaches you advanced skills in machine learning, including regression, prediction, and classification. This course teaches you a useful set of advanced machine learning methods and techniques that will give you an excellent foundation for machine learning careers and studies. This course has exclusive content that will teach you a lot of new things about machine learning methods and techniques. This is a two-in-one video masterclass that teaches you advanced regression, prediction, and classification. You will learn advanced regression, regression analysis, prediction, and supervised learning. This course teaches you how to use advanced feedforward neural networks and decision tree regression ensemble models such as the XGBoost regression model. You will learn advanced classification and supervised learning. You will learn to use advanced feedforward neural networks and ensemble decision tree classifiers such as the XGBoost classifier model.

Instant high-definition streaming with zero paywalls.
What You'll Master in this Course
Course Curriculum16 Lectures
3 sections • 21.3 hours total length
Requirements
- The four ways of counting (+-*/)
- Some Experience with Data Science, or Data Analysis, or Machine Learning
- Python and preferably Pandas knowledge
- Everyday experience using a computer with either Windows, MacOS, iOS, Android, ChromeOS, or Linux is recommended
- Access to a computer with an internet connection
- The course only uses free software
- Walk-you-through installation and setup videos for Cloud computing and Windows 10/11 are included
Description
Instructor
Henrik Johansson
Specialist in AI, Machine Learning & Data Science
Passionate educator focused on real-world practical skills, modern frameworks, and production-ready engineering practices. Delivering step-by-step masterclasses accessible to learners globally on MJ Accedemy.

Instant high-definition streaming with zero paywalls.
Students Also Viewed

2025 Machine Learning & Data Science for Beginners in Python
Industry Specialist

Business Science University – Python for Data Science Automation (Course 1)
Industry Specialist

55 Days of Tableau Complete Masterclass
Industry Specialist

2025 Natural Language Processing (NLP) Mastery in Python
Industry Specialist