Informit – Machine Vision, GANs, and Deep Reinforcement Learning LiveLessons, 2nd Edition

Informit – Machine Vision, GANs, and Deep Reinforcement Learning LiveLessons, 2nd Edition Free Download.

Informit – Machine Vision, GANs, and Deep Reinforcement Learning LiveLessons, 2nd Edition Description

• Intermediate

• The author’s Deep Learning with TensorFlow, Keras, and PyTorch LiveLessons, or familiarity with the topics covered in Chapters 5 through 9 of his book Deep Learning Illustrated, are a prerequisite.

What’ll you learn

• Understand the high-level theory and key language around machine vision, deep reinforcement learning, and generative adversarial networks
• Create state-of-the art models for image recognition, object detection, and image segmentation
• Architect GANs that create convincing images in the style of human-drawn illustrations
• Build deep RL agents that become adept at performing in a wide variety of environments, such as those provided by OpenAI Gym
• Run automated experiments for optimizing deep reinforcement learning agent hyperparameters, such as its artificial-neural-network configuration
• Appreciate what the current limitations of “artificial intelligence” are and how they may be overcome in the near future

Who Should Take This Course

• Perfectly suited to software engineers, data scientists, analysts, and statisticians with an interest in applying Deep Learning to natural language data
• Code examples are provided in Python, so familiarity with it or another object-oriented programming language would be helpful

Informit – Machine Vision, GANs, and Deep Reinforcement Learning LiveLessons, 2nd Edition Free Download

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