End to End Machine Learning
  • Login
  • Sign Up
Category:
  • All
  • Building Blocks (4)
  • Projects (3)
  • Case study (5)
  • Foundation (10)
  • Admin (1)
Author:
  • All
  • Brandon Rohrer
  • Brandon Rohrer
The Complete Course Catalog

Available until

The Full End-to-End Machine Learning Catalog
26 Course Bundle
%
COMPLETE
$99
Sponsor a Student

Available until

Help put learning machine learning within everyone's reach
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$3
322. Convolutional neural networks in two dimensions

Available until

Image classification on the MNIST and CIFAR-10 data sets
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
321. Convolutional Neural Networks in One Dimension

Available until

Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
314. Neural Network Optimization

Available until

Build your own deep neural network image compressor and tune it to peak performance
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
313. Advanced Neural Network Methods

Available until

Take a neural network from bare-bones to state-of-the-art
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
312. Build a Neural Network Framework

Available until

Code your own neural network framework from scratch
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
311. Neural Network Visualization

Available until

Use Matplotlib to see what's going on in an autoencoder
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
221. The k-nearest neighbors algorithm

Available until

Learn k-NN by using it in classification, regression, and interpolation case studies
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
213. Nonlinear Modeling and Optimization

Available until

Use python, scipy, and optimization to choose the best breed of dog for you
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
212. Time-Series Analysis

Available until

Build your own weather predictor
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
211. Decision Trees with Python and Pandas

Available until

Time your subway commute
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
209. Cottonwood examples

Available until

A collection of case studies using the Cottonwood machine learning framework
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
201. Intro to Python

Available until

A very first Python course
Brandon Rohrer Brandon Rohrer
%
COMPLETE
$9
193. How Deep Neural Networks Work

Available until

A conceptual overview of neural networks, the workhorse of artificial intelligence
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
191. How Selected Models and Methods Work

Available until

A collection of explainer tutorials on how machine learning and statistical concepts work
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
173. How Optimization Works

Available until

A short series on the fundamentals of optimization for machine learning
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
171. How to Choose a Model

Available until

A short series on the fundamentals of model family selection and model fitting
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
137. Signal Processing Techniques

Available until

Pulling information from your data
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
135. Python concepts and cookbooks II

Available until

Advanced topics
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
133. Navigating Matplotlib

Available until

Get matplotlib to do just what you want
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
131. Data Munging Tips and Tricks

Available until

A repository of how-to's for the quirks of working with data
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
121. Navigating a Data Science Career

Available until

Advice and experiences on preparing for, getting, and excelling at a data science job.
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
112. Getting ready to learn Python, Windows edition

Available until

Write your very first Python program, even if this is your first time touching a keyboard
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
111. Getting ready to learn Python, Mac edition

Available until

Write your very first Python program, even if this is your first time touching a keyboard
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
101. Data Science Concepts

Available until

A gentle introduction to data science ideas and methods
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE
000. Foundational Skills

Available until

Some things that will be helpful as you jump in to machine learning
Brandon Rohrer Brandon Rohrer
%
COMPLETE
FREE

© End to End Machine Learning 2021

  • Terms of Use
  • Privacy Policy