Machine Learning Course – Zero to AI in 60 Minutes: Wolfram U

Via Wolfram U

Wolfram U based on 0 ratings

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Overview

Get started with machine learning in Wolfram Language. Covers types of data, feature extraction, classification, prediction. How to work with generative AI (ChatGPT) and access LLMs from within the Wolfram environment. Summary Follow this video series to get started with machine learning in Wolfram Language. Examples demonstrate machine learning concepts and the automated machine learning capabilities in Wolfram Language. Start with basic concepts of machine learning. Learn how to work with various types of data and how to represent...

Syllabus

Understand types of and typical tasks for machine learning
Perform a variety of machine learning tasks in Wolfram Language using automated functions
Make a simple feature extractor to cluster images
Identify different types of classification models, such as nearest neighbors, logistic regression and others
Use, work with and retrain pre-built neural networks in the Wolfram Neural Net Framework
Prevent overfitting models with regularization, validation sets and dropout layers
Access LLM technology from within the Wolfram environment