Udemy – Neural Networks in Python from Scratch: Learning by Doing 2022-6

Neural Networks in Python from Scratch: Learning by Doing is a training course on building a neural network with Python, published by Udemy Online Academy. Neural networks in Python include the creation, training and deployment of artificial neural networks using the Python programming language. Python, with its rich ecosystem of libraries and frameworks, has become the go-to language for developing neural networks and other machine learning models. Inspired by the structure of the human brain, neural networks are computational models that are particularly powerful for pattern recognition, classification, regression, and other complex data-driven tasks. With powerful frameworks such as TensorFlow, Keras, and PyTorch, Python provides an accessible and efficient platform for building, training, and deploying neural networks.

Whether you’re working on image recognition, natural language processing, time series analysis, or any other data-driven task, neural networks in Python provide the tools and flexibility to achieve high-performance solutions. they give. In this training course, you will get to know the concepts and principles of neural network by working on different types of projects and you will be able to build it in Python. In this training course, you will learn about topics such as neural network architecture, accuracy and error performance, feed forward and back propagation, activation function, how to improve the network and more. This training course is recommended to all people who are interested in neural network and want to learn it using Python.

What you will learn in Neural Networks in Python from Scratch: Learning by Doing:

• Understand input layer, output layer, weight, error function, precision, training and testing
• Neural network concepts and principles
• How to improve the network
• And …

Course specifications

Publisher: Udemy
Instructors: Dr. Börge Göbel
Language: English
Level: Introductory
Number of Lessons: 29
Duration: 3 hours and 32 minutes

Course topics on 2024/1

Neural Networks in Python from Scratch: Learning by Doing Prerequisites

Basic programing skills are desired if you want to program along with me. We use Python3 without any advanced modules.

Pictures

Neural Networks in Python from Scratch: Learning by Doing introduction video

Installation guide

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p

Download link

Download Part 1 – 1 GB

Download Part 2 – 247 MB

Size

1.2 GB