In a rapidly expanding industry, machine learning engineers hold a vital role in designing and creating AI algorithms to build machine learning solutions. In this learning path, you'll explore the basics of AI and machine learning and then move into a hands-on approach by building machine learning applications and training your own neural networks. An existing knowledge of Python is recommended.
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Explore the tools needed to be a machine learning engineer.
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Build your own deep learning applications and chatbots.
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Create, build, and train a neural network using Python.
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
Artificial Intelligence Foundations: Machine Learning1 小时 50 分钟Artificial Intelligence Foundations: Machine Learning
讲师: Kesha Williams
Learn about the machine learning lifecycle and the steps required to build systems in this hands-on course.
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3
Machine Learning with Python: Foundations1 小时 54 分钟Machine Learning with Python: Foundations
讲师: Frederick Nwanganga
Learn the basics of machine learning and how you can create a machine learning model with Python.
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4
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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5
Deep Learning: Model Optimization and Tuning54 分钟Deep Learning: Model Optimization and Tuning
讲师: Kumaran Ponnambalam
Learn about various optimization and tuning options available for deep learning models and use them to improve models.
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6
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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7
Training Neural Networks in Python2 小时 7 分钟Training Neural Networks in Python
讲师: Eduardo Corpe?o
Take a deep dive into the inner workings of neural networks by learning how to create one from scratch in Python.
讲师
Doug Rose
Author | Artificial Intelligence | Data Ethics | Agility
Kesha Williams
AI Advisor ? Head of Enterprise Architecture ? Award-Winning Engineer ? Keynote Speaker ? AWS Machine Learning Hero
Frederick Nwanganga
Associate Teaching Professor of Analytics at the University of Notre Dame - Mendoza College of Business
Kumaran Ponnambalam
AI / ML Leader & Author
Khaulat Abdulhakeem
?? Career Strategist ? guiding early career professionals & college students from career confusion to clarity for enhanced productivity ? get the confusion to clarity toolkit ↓
Eduardo Corpe?o
Electrical & Computer Engineer, Creator of the world-renowned Brainfuino platform.