Certificate in AI and Machine Learning Fundamentals: Foundational Knowledge
-- ViewingNowThe Certificate in AI and Machine Learning Fundamentals is a crucial course for individuals seeking to break into the rapidly growing field of artificial intelligence and machine learning. This foundational knowledge certificate course emphasizes the importance of AI and ML, highlighting their increasing impact on various industries.
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โข Introduction to Artificial Intelligence (AI)
โข Basics of Machine Learning (ML) and its Algorithms
โข Supervised Learning: Regression and Classification Techniques
โข Unsupervised Learning: Clustering and Dimensionality Reduction
โข Deep Learning Fundamentals: Neural Networks and Convolutional Neural Networks (CNN)
โข Natural Language Processing (NLP) and Text Analytics
โข Reinforcement Learning: Principles and Applications
โข AI and ML Ethics, Bias, and Fairness
โข Implementing AI and ML Projects: Tools and Languages (Python, R, TensorFlow, etc.)
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