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
4.65 (10039 reviews)
Udemy
platform
English
language
Data Science
category
Lazy Programmer Inc.
instructor
Data Science: Deep Learning and Neural Networks in Python
59,981
students
12 hours
content
Mar 2025
last update
$79.99
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

Screenshots

Data Science: Deep Learning and Neural Networks in Python - Screenshot_01Data Science: Deep Learning and Neural Networks in Python - Screenshot_02Data Science: Deep Learning and Neural Networks in Python - Screenshot_03Data Science: Deep Learning and Neural Networks in Python - Screenshot_04
Related Topics
713104
udemy ID
1/2/2016
course created date
11/1/2019
course indexed date
Bot
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