Udemy – Advanced Machine Learning Methods and Techniques 2025-3

Apr 18, 2025 - 19:32

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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.

What you will learn:

Knowledge of machine learning methods, techniques, theory, best practices, and advanced tasks
Deep practical knowledge of advanced machine learning and how to perform machine learning tasks with confidence
Advanced ensemble models such as XGBoost models for prediction and classification
Comprehensive and in-depth knowledge of regression, regression analysis, prediction, classification, and supervised learning
Working knowledge of Scikit-learn, Matplotlib, Seaborn and some other Python libraries
Advanced knowledge of AI prediction/classification models and automated model creation
Cloud Computing: Using Anaconda Cloud Notebook (Cloud-based Jupyter Notebook). Learn to use cloud computing resources.
And much more…

Who is this course suitable for?

Anyone who wants to learn advanced machine learning methods and techniques
Anyone who wants to study at the university level and wants to learn advanced machine learning skills that they will use throughout their career!

Advanced Machine Learning Methods and Techniques Course Details

Publisher: Udemy
Instructor: Henrik Johansson
Training level: Beginner to advanced
Training duration: 11 hours and 15 minutes
Number of lessons: 18

Course headings

Advanced Machine Learning Methods and Techniques

Prerequisites for the Advanced Machine Learning Methods and Techniques course

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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

Udemy – Advanced Machine Learning Methods and Techniques 2025-3