Complete Tensorflow 2 and Keras Deep Learning Bootcamp from Udemy

Overview

In this comprehensive course, you’ll be guided through using Google’s TensorFlow 2 framework to create artificial neural networks for deep learning in an easy-to-understand manner. Focused on leveraging the Keras API (TensorFlow 2.0’s official API) for quick model building, the course covers various application scenarios such as forecasting home prices, classifying medical images, predicting future sales data, and even generating artificial text. Balancing theory and practical implementation, the course offers complete Jupyter notebook guides, reference slides, notes, and exercises to test your skills along the way.

The curriculum covers a wide range of topics, including a crash course on NumPy, Pandas data analysis, and Data Visualization, as well as diving into the basics of Neural Networks, TensorFlow, and Keras Syntax. You’ll also explore advanced topics such as Convolutional Neural Networks, Recurrent Neural Networks, AutoEncoders, and Generative Adversarial Networks (GANs), preparing you to deploy TensorFlow into production. By using Keras, you’ll benefit from the user-friendly API standard for machine learning and TensorFlow 2’s enhancements, like eager execution and scalable input pipelines through tf.data. Join this course and become a deep learning expert today!

Current Coupon

Udemy usually has a very limited availability of discount codes, by clicking the check and activate coupon button below we’ll try to automatically find and apply a coupon for you (if any are available).

Check & Activate Coupon

Skills you’ll learn

1. Master TensorFlow framework and Keras API
2. Forecast future price homes with built models
3. Classify medical images with deep learning algorithms
4. Create models to predict future sales data
5. Generate complete new text artificially
6. Understand Neural Network Basics
7. Deploy TensorFlow models into production
8. Implement Convolutional Neural Networks, Recurrent Neural Networks, AutoEncoders, and GANs.

Summary

Dive into the world of deep learning with the comprehensive Tensorflow 2 and Keras Deep Learning Bootcamp, expertly led by instructor Jose Portilla. With an impressive 116 lessons to master, you’ll find yourself among nearly 45,000 enthusiastic students who have boosted their skills in this highly-rated course (4.7 out of 5!). The captivating world of Tensorflow 2 and Keras awaits you, so don’t hesitate to join and embark on an enriching learning experience!