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PyTorch: Deep Learning and Artificial Intelligence

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Overview

Neural Networks for Computer Vision, Time Series Forecasting, NLP, GANs, Reinforcement Learning, and More! What you'll learn: Artificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)Predict Stock ReturnsTime Series ForecastingComputer VisionHow to build a Deep Reinforcement Learning Stock Trading BotGANs (Generative Adversarial Networks)Recommender SystemsImage RecognitionConvolutional Neural Networks (CNNs)Recurrent Neural Networks (RNNs)Natural Language Processing (NLP) with Deep LearningDemonstrate Moore's Law using CodeTransfer Learning to create state-of-the-art image classifiersUnderstand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion Ever...

Syllabus

  • Introduction
  • Getting Set Up
  • Google Colab
  • Machine Learning and Neurons
  • Feedforward Artificial Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks, Time Series, and Sequence Data
  • Natural Language Processing (NLP)
  • Recommender Systems
  • Transfer Learning for Computer Vision


PyTorch: Deep Learning and Artificial Intelligence
Go to Class

via Udemy

19 minutes

Certificate Available

English

On-Demand

Beginner

Instructor

Lazy Programmer Team

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