Deep Learning - Crash Course 2023
Go from beginner to expert with building intuition on single neuron till deep neural networks in Keras and TensorFlow
Created by Manifold AI Learning
Explore the world of deep learning and neural networks with a practical, hands-on approach. Build your intuition from the basics of single neurons to advanced deep neural networks using Python and TensorFlow. Gain the skills needed to design, train, and optimize your own deep learning models.
Packt | Apr 2023 | 551 min
What You Will Learn
You will learn by doing, starting with simple neural network concepts and moving to more complex architectures. Through guided exercises and projects, you will use Python and popular libraries to clean data, visualize results, and implement deep learning models step by step. Each topic builds on the last, helping you develop both intuition and technical skill.
Key Features
- Build and train deep neural networks using TensorFlow and Keras
- Understand activation functions, loss functions, and neural network architecture
- Apply deep learning techniques to real-world data and improve model performance
Target Audience
Perfect for beginners eager to break into deep learning, including students, professionals, or anyone curious about artificial intelligence. No prior programming or machine learning experience is required. If you want to build a strong foundation in neural networks and apply these skills to real-world problems, you will find this course a great fit.
