Certificate in Machine Learning Fundamentals for AI
-- ViewingNowThe Certificate in Machine Learning Fundamentals for AI is a crucial course designed to provide a solid foundation in machine learning, a vital component of artificial intelligence. This program addresses the growing industry demand for professionals with expertise in machine learning, as it plays an increasingly important role in various sectors, including healthcare, finance, and technology.
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⢠Introduction to Machine Learning & AI
⢠Supervised Learning: Regression & Classification
⢠Unsupervised Learning: Clustering & Dimensionality Reduction
⢠Reinforcement Learning: Basics & Algorithms
⢠Neural Networks & Deep Learning
⢠Evaluation Metrics for Machine Learning Models
⢠Feature Engineering & Selection
⢠Bias-Variance Tradeoff & Regularization Techniques
⢠Hands-on Project: Implementing Machine Learning Algorithms in Python
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