Deep Learning A-Z™ 2023: Neural Networks, AI

Overview

Artificial Intelligence has shown significant growth over the years, and Deep Learning A-Z aims to equip learners with knowledge on Supervised and Unsupervised Deep Learning by providing a robust structure for mastering this complex field. The course is structured into two volumes, each focusing on three unique algorithms. A key feature of the course is its Intuition Tutorials, which help learners develop an intuitive understanding of Deep Learning algorithms. This approach allows for hands-on coding exercises that are meaningful, engaging, and enlightening, making the entire learning experience a game-changer.

Deep Learning A-Z showcases a number of real-world challenges that learners get to work on, setting it apart from courses that only make use of outdated datasets. It covers six practical challenges, including solving a Customer Churn problem using Artificial Neural Networks, Image Recognition, and Stock Price prediction with Recurrent Neural Networks. Tools integrated within the course include TensorFlow and Pytorch, two popular open-source libraries for Deep Learning. The course targets both beginners and experienced learners of Deep Learning, providing opportunities to build skills from the ground up or refresh and broaden existing knowledge.

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Skills you’ll learn

1. Developing an intuitive understanding of Deep Learning algorithms
2. Applying Artificial Neural Networks to solve customer churn problems
3. Using Convolutional Neural Networks for Image Recognition
4. Implementing Recurrent Neural Networks to predict stock prices
5. Utilizing Self-Organizing Maps for fraud detection
6. Creating recommender systems with Boltzmann Machines
7. Implementing Stacked Autoencoders for complex challenges
8. Gaining hands-on experience with Python, TensorFlow, PyTorch, Keras, and other essential tools

Summary

Embark on an exciting journey into the world of deep learning with the acclaimed Deep Learning A-Z™ 2023 course, presented by expert instructors Kirill Eremenko, Hadelin de Ponteves, and their talented teams. Delve into the captivating realms of neural networks, AI, and ChatGPT, as you engage in a comprehensive set of 189 dynamic lessons. Join a thriving community of 356,199 eager students and benefit from an outstanding course rating of 4.6 stars. Don’t miss this exceptional opportunity to elevate your skillset and embrace the future of technology.