Week 2: Steps in the Machine Learning Process

Week 1: Introduction to Machine Learning for Designers, Engineers, and Product Managers

Random Forests

An introduction to random forests for engineers

Explaining machineJS To My Parents Part 3: Training, Tuning, Selecting, and Validating Algorithms

What goes into finding your ideal machine learning algorithm?

Explaining machineJS To My Parents Part 2: Data Formatting

Or, "why can't we just get into the fun part yet? Why do we have to mess around with the data beforehand?"

explaining machineJS to My Parents Part 1: What is Machine Learning?

My parents are awesome. But they don't know much about machine learning. Yet.

Common Paths Into Data Science

Descriptions of different paths into data science and machine learning.

curriculumForLearningMachineLearning

A curriculum for getting started with machine learning and data science.

How to stand out during your first few weeks on the job

Some tips from a manager on how to make your first weeks in a new role unusually successful.

Algorithms! - w/ Josh's additions

Algorithms Practice

Here are a bunch of examples we can work through to become more familiar with thinking algorithmically

Pseudocode

An intro to pseudocoding for Telegraph Prep

Debugging

An intro to debugging for Telegraph Prep

Algorithms!

How To Be Amazing (On Help Desk At Least)

Some ways to be great on Help Desk

Toy Problem Solution Lecturer Training

How to make an impact on the space and people you're dedicating your energies to.

Conjuring Up Neural Nets in JS

An intro to neural networks for engineers

Machine Learning- not so scary :)

A quick overview of machine learning