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Mar 27, 2024 · Examine machine learning results, recognize data bias in machine learning, and avoid underfitting or overfitting data. Build a foundation for the use of Python libraries in machine learning and artificial intelligence, preparing you for future Python study.
Dive into Machine Learning with Python! This IBM course on Coursera covers supervised vs unsupervised learning, classification algorithms, clustering, and hands-on labs using SciPy and scikit-learn. Gain job-ready skills and earn a certificate in Machine Learning.
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HarvardX: CS50's Introduction to Artificial Intelligence with Python | edX. Learn to use machine learning in Python in this introductory course on artificial intelligence.
CS50’s Introduction to Artificial Intelligence with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation.
Understand the philosophical, scientific, and historical foundations of artificial intelligence and machine learning. Apply Python programming concepts to implement AI algorithms, machine learning models, and deep learning architectures.
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This course will give you an introduction to machine learning with the Python programming language. You will learn about supervised learning, unsupervised learning, deep learning, image processing, and generative adversarial networks.
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Nov 5, 2024 · Develop a strong foundation in Python programming for AI, utilizing tools like NumPy, pandas, and Matplotlib for data analysis and visualization. Learn how to use, build, and train machine learning models with popular Python libraries. Implement neural networks using PyTorch.
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