Tensorflow 2.0: Deep Learning and Artificial Intelligence from Udemy

Overview

Welcome to the exciting world of TensorFlow 2.0, Google’s powerful deep learning and artificial intelligence library! This comprehensive course caters to beginners and experts alike, taking you on a journey from basic machine learning models to state-of-the-art concepts. Along the way, you’ll explore major deep learning architectures like Deep Neural Networks, Convolutional Neural Networks (image processing) and Recurrent Neural Networks (sequence data), as you work on exciting projects such as Natural Language Processing (NLP), Recommender Systems, Transfer Learning for Computer Vision, Generative Adversarial Networks (GANs), and a Deep Reinforcement Learning Stock Trading Bot.

Geared towards learning fast, the course offers in-depth sections for those who want to dig deeper into the theory behind the techniques. Advanced TensorFlow topics include deploying a model with TensorFlow Serving and TensorFlow Lite, distributed TensorFlow training with Distribution Strategies, writing custom TensorFlow models, and converting TensorFlow 1.x code to TensorFlow 2.0. The instructor’s primary focus lies in building cool stuff rather than delving into dense theory, so if you’re looking for a hands-on, engaging experience, this is the course for you! With every line of code explained in detail and a welcoming community of learners, you’ll be well on your way to mastering TensorFlow 2.0 in no time.

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Skills you’ll learn

1. Deep learning and artificial intelligence concepts
2. Working with major deep learning architectures (Deep Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks)
3. Natural Language Processing (NLP)
4. Building Recommender Systems
5. Transfer Learning for Computer Vision
6. Developing Generative Adversarial Networks (GANs)
7. Implementing Deep Reinforcement Learning (e.g. Stock Trading Bot)
8. Time series forecasting and stock predictions

Summary

Dive into the exciting world of deep learning and artificial intelligence with an outstanding course taught by the proficient Lazy Programmer Inc. and their talented team. With an impressive 165 lessons, this well-received TensorFlow 2.0 course boasts a remarkable 44,885 students, with a glowing 4.7 out of 5-star rating. Join the many satisfied learners and embark on a journey to acquire invaluable skills in this cutting-edge field today.