Tensorflow 2.0: Deep Learning and Artificial Intelligence

via Udemy

Udemy

1604 Courses


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Overview

Discover the transformative power of deep learning and artificial intelligence with the comprehensive online course on Tensorflow 2.0, available on Udemy. This course is meticulously designed to equip learners with the knowledge and skills to excel in various AI domains, including Computer Vision, Time Series Analysis, Natural Language Processing (NLP), Generative Adversarial Networks (GANs), and Reinforcement Learning. Whether you aspire to predict stock returns, build advanced recommendation systems, or develop cutting-edge computer vision applications, this course has you covered.

What You Will Learn:

  • Foundations of Artificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)
  • Strategies for stock return predictions and time series forecasting
  • Techniques in Computer Vision
  • Development of a Deep Reinforcement Learning Stock Trading Bot
  • Creation and understanding of GANs (Generative Adversarial Networks)
  • Building recommender systems and mastering image recognition
  • Deep diving into Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)
  • Deploying models with Tensorflow Serving and Tensorflow Lite for web, mobile, and embedded devices
  • Parallelizing learning with Tensorflow's Distribution Strategies
  • Custom model building with low-level Tensorflow operations
  • Advanced applications in Natural Language Processing (NLP)
  • Understanding and utilizing Transfer Learning for top-notch image classifiers
  • Preparation for earning the Tensorflow Developer Certificate
  • A solid foundation in technologies powering OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion

Dive into the essentials of AI technologies like OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion, understanding the mechanics behind these revolutionary applications. The Tensorflow 2.0 course is a seamless blend of beginner-friendly introductions and expert-level projects, ideal for a broad range of learners. Discover projects spanning Natural Language Processing (NLP), Recommender Systems, Transfer Learning for Computer Vision, and much more.

Experience the evolution of Tensorflow and learn through practical application. With in-depth sections for deeper exploration and advanced topics like deploying models with Tensorflow Serving and Lite, and distributed Tensorflow training, this course offers something for everyone interested in mastering deep learning and AI with Tensorflow 2.0.

Join us on Udemy and embark on a journey through the realms of deep learning and artificial intelligence with Tensorflow 2.0. This course is your gateway to mastering futuristic technologies and pioneering an AI-driven future.

Categorized under: Artificial Intelligence Courses, Computer Vision Courses, Reinforcement Learning Courses, Deep Learning Courses.

Syllabus


Taught by

Lazy Programmer Inc. and Lazy Programmer Team


Tags

provider Udemy

Udemy

1604 Courses


Udemy

pricing Paid Course
language English
duration 23 hours 20 minutes
sessions On-Demand
level Beginner