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Machine Learning & AI

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Building and Training TensorFlow Models to Create a Neural Network preview
June 7th, 2024 · 31 min read
Building and Training TensorFlow Models to Create a Neural Network

Learn to build and train a neural network from scratch. (Covering the Sequential model, Functional API, Base Model 0, and more - all with code examples!)

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
Deep Learning With TensorFlow: From Setup To Data Preparation preview
May 17th, 2024 · 31 min read
Deep Learning With TensorFlow: From Setup To Data Preparation

Learn the essentials of setting up your environment, acquiring and preparing data, and transforming it into a TensorFlow dataset. (With code examples!)

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
How a ZTM Student Became a Machine Learning Engineer preview
May 15th, 2024 · 8 min read
How a ZTM Student Became a Machine Learning Engineer

From filling out gaps in his degree to an internship, quick promotion, cyber intelligence, and more - check out this ZTM student's fast path to success!

Daniel Daines-HuttDaniel Daines-Hutt
Machine Learning & AI
Success Stories
How One ZTM Student Landed A Senior Engineering Role at NVIDIA preview
April 24th, 2024 · 6 min read
How One ZTM Student Landed A Senior Engineering Role at NVIDIA

From Game Dev to ML/AI to Senior Engineer at Nvidia. Read Hiren's career journey here to see what it takes to get hired in the best roles at the best companies.

Daniel Daines-HuttDaniel Daines-Hutt
Success Stories
Machine Learning & AI
Introduction to Scikit-Learn For Beginners preview
December 11th, 2023 · 22 min read
Introduction to Scikit-Learn For Beginners

Learn how to shortcut and simplify the majority of Machine Learning tasks in this beginner Scikit-Learn tutorial (including my code and end-to-end workflow)!

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
Beginner's Guide To Matplotlib (With Code Examples) preview
December 4th, 2023 · 21 min read
Beginner's Guide To Matplotlib (With Code Examples)

Learn matplotlib from scratch with this step-by-step guide using code examples. By the end, you'll be plotting like a pro and learn a few tricks along the way.

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
Pandas 101: Intro To Numerical Data Manipulation With Pandas + Python preview
November 20th, 2023 · 26 min read
Pandas 101: Intro To Numerical Data Manipulation With Pandas + Python

Learn the core fundamentals for data manipulation with Pandas and Python (using code examples)!

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
NumPy 101: Intro To Numerical Data Manipulation With NumPy + Python preview
November 8th, 2023 · 31 min read
NumPy 101: Intro To Numerical Data Manipulation With NumPy + Python

Interested in ML, Python, and large Datasets? In this intro guide to NumPy + Python, I break down the key features and commands, with code examples.

Daniel BourkeDaniel Bourke
Machine Learning & AI
Tutorials
6-Step Framework To Tackle Machine Learning Projects (Full Pipeline) preview
October 31st, 2023 · 30 min read
6-Step Framework To Tackle Machine Learning Projects (Full Pipeline)

Want to apply Machine Learning to your business problems but not sure if it will work or where to start? This 6-step guide makes it easy to get started today.

Daniel BourkeDaniel Bourke
Machine Learning & AI

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