Automated Machine Learning (AutoML) Training

AutoML simplifies machine learning by automating tasks such as data preparation, model selection, and optimization. This course provides hands-on experience with real-world datasets and industry tools to help you build practical AI solutions efficiently.

Prerequisites for AutoML Training

• Basic understanding of computers and data handling
• Familiarity with Excel or spreadsheets for working with data
• Basic knowledge of statistics (mean, average, etc.)
• Interest in machine learning and AI concepts
• No advanced coding skills required (AutoML is designed for low-code/no-code use)

What Will You Learn:

• Understanding the fundamentals of AutoML and machine learning automation
• Working with datasets, including basic data preparation and cleaning
• Using AutoML tools and platforms to build and train models
• Selecting the right algorithms automatically for different use cases
• Improving model performance through automated optimization techniques
• Generating and interpreting predictions for real-world scenarios
• Exploring popular AutoML platforms like Google AutoML and Azure AutoML
• Applying AutoML in business use cases such as marketing, sales, and analytics