ryanorsinger/machinelearning.fit

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Updated over 3 years ago

ryanorsinger/machinelearning.fit

ryanorsinger

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Source for workshop content resources

mvc-servlet-jsp-review

Review content for building full stack web applications with Servlet and JSPs in the MVC pattern.

101-exercises

101 Exercises for Python fundamentals

Jupyter Notebook

intro-to-deep-learning-with-keras

Introduction to deep learning w/ keras

Jupyter Notebook

intro-to-pandas-course

Jupyter Notebook

67-Minutes-to-NumPy

Intro to NumPy code and video

Jupyter Notebook

101-visualization-exercises

remove-sensitive-info-from-git

Example repo to demonstrate removing sensitive info from git history

learn-to-code-python-workshop

Lesson plan, notebooks, exercises, and handout for a 4 hour intro to python for data science workshop

Jupyter Notebook

101-exercises-js

Source for 101 Exercises in JavaScript

101-regex-exercises

Jupyter Notebook

aphorisms

"Aphorisms as a service" is the API for accessing my "Thoughts for the Day"

machine-learning-classification-workshop

Content and exercises for a 3-4 hour introductory workshop on classification

Jupyter Notebook

nlp-trek

Exploring Star Trek transcripts with Natural Language Processing

Jupyter Notebook

what-is-programming

"What is programming" slides, handout, and paper quiz on JS programming

list_of_dictionaries

Review exercises for working with lists of dictionaries

Jupyter Notebook

bashyGoody

my bash settings

intro-to-machine-learning-workshop

End-to-end data science project walkthrough suitable for a 4 hour workshop

Jupyter Notebook

VMLS

Exercises and notes for working through Introduction to Applied Linear Algebra, Vectors, Matrices, and Least Squares

Jupyter Notebook

spring-blog

Blog platform built with Spring Boot

hopper-time-series-exercises

Jupyter Notebook

90-minutes-to-machine-learning

Content, diagrams, and notebooks for my 1.5 hour intro to ML workshop

Jupyter Notebook

101-datasets

Datasets for practice and examples

small-sharp-software-tools

My notes for "Small, Sharp Software Tools" along with other command line goodness

binary_intro

Intro to binary numbers, binary operators, and how to count to 1023 on your fingers!

tryghost

advent_of_code_2021

Jupyter Notebook

git_with_it

Introductory material for working with git version control

workshops

List of workshops I enjoy delivering

SparkSQL-and-DataFrames

Introduction to Spark SQL and DataFrames

Jupyter Notebook

codeup.dev

sicp_notes

My notes and code for working through Structure and Interpretation of Computer Programs

101-probability-exercises

101 Probability and Statistics Exercises

Jupyter Notebook

quick_turnarounds

Examples of projects when the 80% solution today is everything and the 100% solution tomorrow is valueless.

intro-to-testing-js

Intro to writing unit tests in test-driven-development for JS

python_statistics_essentials

My exercises and notes for "Python Statistics Essentials"

Jupyter Notebook

programming_the_brain_friendly_way

Handouts, self quiz, and content around metacognition and building programming skill

101-git-exercises

ten-functions

Functions practice with automated tests

statistics_simulations_and_hypothesis_testing

Exercises for statistical simulations, probability distributions, and hypothesis testing

Jupyter Notebook

swift_summer_camp

Swift iOS development Summer Camp

git_practice

this is my repo for demonstrating practicing git

farmers_market_analysis