Udemy – Automated Machine Learning – Auto ML, TPOT, H2O, Auto Keras 2024-6

Description

Automated Machine Learning course – Auto ML, TPOT, H2O, Auto Keras. Welcome to this comprehensive course! In this course, we will dive into the world of Automatic Machine Learning (AutoML) and learn about powerful tools such as TPOT, AutoML, AutoKeras, and H2O. In this course, you will learn to compare and understand stacked machine learning models with automated machine learning models and gain valuable insights into their effectiveness for solving optimization problems. In addition, we will work on 5 practical exercises that include:

• Automated Machine Learning Using Credit Card Fraud Datasets
• AutoKeras on MNIST data
• TPOT for insurance predictions
• Predicting unsubscribe rates using H2O
• Sales forecasting using H2O

What you will learn:

• Familiarity with different automatic machine learning techniques: TPOT, AutoML, AutoKeras and H2O
• Comparison of cumulative machine learning models with automatic machine learning models for solving optimization problems
• Simplifying deep learning models for object recognition with AutoKeras
• Familiarity with H2O automated machine learning framework

Who is this course suitable for:

• Beginner programmers who aspire to become data scientists
• People who want to learn the fundamentals of automated machine learning

Automated Machine Learning Course Specifications – Auto ML TPOT H2O Auto Keras

• Publisher:  Udemy
• Instructor:  Spark Academy , Gaurav Shandilya
• Training level: beginner to advanced
• Training duration: 2 hours and 8 minutes
• Number of courses: 26

Course headings

Automated Machine Learning Course Prerequisites – Auto ML TPOT H2O Auto Keras

• Basics of Python required
• Basics of Sklearn required

Course images

Sample video of the course

download link

Download file – 921 MB

File(s) password: www.downloadly.ir

Size

921 MB