Do you know how AI and machine learning affect you, your career path, and the world around us? This learning path teaches you the concepts and future directions of artificial intelligence and machine learning. You'll be able to make more informed decisions and contributions in your work environment.
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Gain an understanding of how AI and machine learning work.
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Discover how leading companies are using AI and ML.
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Learn how AI addresses accountability, security, and more.
课程
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1
Artificial Intelligence Foundations: Thinking Machines1 小时 36 分钟Artificial Intelligence Foundations: Thinking Machines
讲师: Doug Rose
Learn the key concepts behind artificial intelligence (AI), including strong and weak AI, approaches such as machine learning, and practical uses for new AI-enhanced technologies.
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2
Machine Learning Foundations: Linear Algebra1 小时 20 分钟Machine Learning Foundations: Linear Algebra
讲师: Terezija Semenski
Explore the fundamentals of linear algebra, the mathematical foundation of machine learning algorithms.
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3
Deep Learning: Getting Started1 小时 13 分钟Deep Learning: Getting Started
讲师: Kumaran Ponnambalam
Learn the basics of deep learning and get up and running with this technology.
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4
Building Computer Vision Applications with Python2 小时Building Computer Vision Applications with Python
讲师: Eduardo Corpe?o
Get a deeper understanding of computer vision by creating your own image processing applications in Python.
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5
Reinforcement Learning Foundations44 分钟Reinforcement Learning Foundations
讲师: Khaulat Abdulhakeem
Learn the basics of reinforcement learning (RL), including the terminology, the kinds of problems you can solve with RL, and the different methods for solving those problems.
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6
Hands-On PyTorch Machine Learning56 分钟Hands-On PyTorch Machine Learning
讲师: Helen Sun
Discover the fundamentals of creating machine learning models with PyTorch, the open-source machine learning framework.
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7
Artificial Intelligence Foundations: Neural Networks1 小时 45 分钟Artificial Intelligence Foundations: Neural Networks
讲师: Gwendolyn Stripling
Learn the fundamental techniques and principles behind artificial neural networks.
讲师
Doug Rose
Author | Artificial Intelligence | Data Ethics | Agility
Terezija Semenski
Helping 200,000+ people Master AI Fundamentals 53% Faster | LinkedIn [in]structor 14 Courses | Founder @ Stack labs d.o.o. ? Corporate Trainer | Author @ Math Mindset newsletter
Kumaran Ponnambalam
AI / ML Leader & Author
Eduardo Corpe?o
Electrical & Computer Engineer, Creator of the world-renowned Brainfuino platform.
Khaulat Abdulhakeem
?? Career Strategy ? AI & Future of Work ? Lifestyle
Helen Sun
Gwendolyn Stripling
Generative AI | Cybersecurity | Author: O'Reilly - A Practical Project-Driven Intro. to Machine Learning | Author: LinkedIn Learning - Intro. to Neural Networks and Adv. Natural Language Processing using Python!