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In this step-by-step tutorial, you'll build a neural network from scratch as an introduction to the world of artificial intelligence (AI) in Python. You'll learn how to train your neural network and make accurate predictions based on a given dataset.
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.
Jun 10, 2024 · AI With Python Tutorial. Here, you'll learn all AI concepts with Python. First, we cover AI, including its branches like Machine Learning, Deep Learning, NLP, and Computer Vision. Additionally, we explore trendy AI technologies, including Generative AI and more.
Mar 27, 2024 · Put your data to work through machine learning with Python. Join Harvard University Instructor Pavlos Protopapas to learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence. Featuring faculty from: Enroll Today.
Apply Python programming concepts to implement AI algorithms, machine learning models, and deep learning architectures. Use essential statistics concepts, like probability, linear algebra and statistical learning theory, to develop and analyze machine learning models.
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This course begins with a thorough introduction to artificial intelligence and machine learning, demystifying the core concepts and exploring how algorithms and data-driven techniques empower computers to learn and adapt.
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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.