Artificial Intelligence Foundations: Machine Learning
Course Overview
Machine learning, a pivotal branch of artificial intelligence, enables systems to identify patterns in data and make decisions with little human involvement. This course offers a hands-on introduction to the machine learning lifecycle, guiding learners from data preparation to model evaluation. With instructor Kesha Williams, you'll explore widely-used methods, including supervised, unsupervised, and reinforcement learning, gaining practical insights along the way.
In addition to training your first machine learning model, you’ll discover how to select the most effective learning algorithms and measure model performance using standard metrics. The course also covers how to streamline workflows with machine learning pipelines, making it an ideal starting point for those looking to understand and build AI-driven systems.
What You'll Learn
- Comprehensive Learning: Understand the machine learning lifecycle, from sourcing data to training and evaluating models.
- Hands-On Practice: Train your first machine learning model and build a pipeline to streamline the process.
- Real-World Applications: Learn to identify patterns, select algorithms, and implement solutions with minimal human intervention.
299 THB
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