Data Science: Deep Learning and Neural Networks in Python

The MOST in-depth look at neural network theory for machine learning, with both pure Python and Tensorflow code
4.60 (10106 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Data Science: Deep Learning and Neural Networks in Python
60 343
students
12 hours
content
May 2025
last update
$84.99
regular price

What you will learn

Learn how Deep Learning REALLY works (not just some diagrams and magical black box code)

Learn how a neural network is built from basic building blocks (the neuron)

Code a neural network from scratch in Python and numpy

Code a neural network using Google's TensorFlow

Describe different types of neural networks and the different types of problems they are used for

Derive the backpropagation rule from first principles

Create a neural network with an output that has K > 2 classes using softmax

Describe the various terms related to neural networks, such as "activation", "backpropagation" and "feedforward"

Install TensorFlow

Understand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion

Course Gallery

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History

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713104
udemy ID
02/01/2016
course created date
01/11/2019
course indexed date
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course submited by
Data Science: Deep Learning and Neural Networks in Python - | Comidoc