Automated Machine Learning – Auto ML, TPOT, H2O, Auto Keras

How to Learn AutoML Free with TPOT, H2O, Auto Keras

Download and stream premium Automated Machine Learning video classes for free and explore TPOT, H2O, AutoML, AutoKeras tools online.

Automated Machine Learning – Auto ML, TPOT, H2O, Auto Keras Overview:

This premium video course on Automated Machine Learning is completely free and offers an in-depth understanding of powerful AutoML tools like TPOT, H2O, AutoML, and AutoKeras. It teaches how to simplify complex workflows by automating the process of model selection, feature engineering, and hyperparameter tuning. Learners explore various case studies, including fraud detection and sales prediction, by applying these tools to real datasets and gaining hands-on experience in machine learning optimization problems.

The course compares traditional stacked models with automated ones, showing how AutoML frameworks outperform manual setups in speed and accuracy. It covers tools like TPOT for pipeline optimization, AutoKeras for deep learning automation, and H2O for scalable ML solutions. Even beginners with basic Python and sklearn knowledge can follow along and enhance their data science workflow. Spark Academy has curated this free video content to make learning accessible and efficient for aspiring machine learning professionals.

Master AutoML tools like TPOT, H2O, and AutoKeras without spending a penny.

What You’ll Learn in Automated Machine Learning – Auto ML, TPOT, H2O, Auto Keras:

• Use TPOT, AutoKeras, AutoML, and H2O to automate ML workflows
• Compare traditional ML with automated ML models
• Build and optimize deep learning models using AutoKeras
• Develop prediction models for fraud, sales, and churn with H2O
• Gain practical experience with five real-world datasets

Course Highlights:

• Hands-On Exercises: Work with credit card fraud, sales, churn, and insurance datasets
• Practical Tools: Learn AutoML libraries like TPOT, H2O, AutoKeras
• Real-World Projects: Build scalable models for prediction tasks
• Beginner-Friendly: Requires only Python and sklearn basics
• Updated Version: Latest course release from Spark Academy in June 2024

AutoML Course Details:

This course focuses on popular AutoML techniques and platforms such as TPOT, AutoKeras, and H2O. It provides exercises that show learners how to implement machine learning solutions for business scenarios including churn, fraud, and sales predictions. Each lesson guides users through automatic model selection and optimization, reducing manual coding efforts. Spark Academy presents this program to help newcomers quickly adapt to automated modeling and deepen their knowledge in a practical, project-driven manner. The course material is compact and comprehensive, covering essential tools and real datasets in just under 1 GB of downloadable content.

AutoML Tools Made Simple & Free Video Classes