9 Other Stuff
9.1 Python
9.1.1 Python & Other Stuff - Annotated
The Open-Source Data Science Masters
Need Some Beginner Friendly Projects on Github.
Best Python/Jupyter/PyCharm Experience + Report Generation With Pandoc Filters
9.1.2 Python & Other Stuff - to read without annotation
[GITHUB] Amazing Web Scraper for Shutterstock and GettyImages
[P] “Mathematics for Machine Learning”: Drafts for All Chapters Now Available
[PySimpleGUI] Your First GUI in 5 Lines of Code
[USEFUL] Collection of Good Cheatsheets
15_common_mistakes_made_by_newbie_data_scientists
190 Universities Just Launched 600 Free Online Courses. Here’s the Full List.
20 AI and Machine Learning Blogs
20 Minutes Tutorial for Matplotlib
91 Best Photoshop Tutorials (From Basic to Advanced)
A Complete Home Buying Calculator
A Complete Tutorial on Data Visualization With Python Using Matplotlib
A Facebook Engineering Manager’s Thoughts on False Beliefs in Data Science
A Good Guide for Creating Surveys and Questionnaires
Agile “Crash-Course” for Business Users
Agile and Run-Run-Stop, or Test Environment Anti-Patterns
An Intuitive Explanation of Convolutional Neural Networks With Code.
Anyone Automated Their Budgeting With Python?
Are Pop Lyrics Getting More Repetitive?
Awesome List of Important Podcasts for Software Engineers
Awesome Python Newsletter - Issue 124
Best Practices for Python Development
Boxplots Using Python (Way Too Much About Boxplots)
Comparison of the Most Useful Text Processing APIs
Data Science - What’s All the Hype About?
Data Science With R Course Series – Week 5
DS Book Suggestions/Recommendations Megathread
Easier Than Ever to Contribute to Pygame — 15 Aug, 2018
excellent_data_science_summary_for_starters
Executing Commands on Python With Google Sheets
For World Philosophy Day, Here’s 70 Books That Philosophers Told Us They Think Everyone Should Read
Full Stack Data Science (Transcript)
GitHub - OmkarPathak/Django-Bookworm: a Fun Project to Store My Learning From Each Book That I Read.
Good Resources for Text Analysis and NLP?
Good Resources for Text Analysis and NLP?
Great Interactive Tutorial for Learning Git Branching (and More)!
GROK COMPETITION BEGINNER WEEK 5 PART 2
Handy Statistics Guidebook Recommendations?
Hitchhiker’s Guide to Exploratory Data Analysis
How Can Self-Learners Learn Programming in the Most Efficient Way? a Pragmatic Approach
How Do You Organize Your Python API Project? I Mean Folder Structure and Modules.
How to Actually Stay Motivated to Learn How to Code
How to Create Nice Scientific Plots Using Matplotlib
How to Make Your First Serious Python Project
How to Perform Merges (Joins) on Two or More Data Frames With Base R, Tidyverse and data.table
How to Step Data Science Game Up ?
How We (Dropbox) Rolled Out One of the Largest Python 3 Migrations Ever
I Analyzed More Than 40,000 YouTube Trending Videos With Python. Here Are the Results With the Code
I Created a Bot That Talks to Recruiters for Me (and It’s Sooo Good!)
I Dropped Out of School to Create My Own Data Science Master’s — Here’s My Curriculum
I Just Finished Creating a Few Programs That Edit Images
I Made a Cheatsheet for a Co-Worker Thought It Could Be of Use Here.
I Made a Free Course for New Programmers With Strategies to Code Projects More Effectively
Introduction to Storing Data With Python
Intuition of Basic Principles of Information Theory.
Is There a Compilation of Projects to Practice Python?
Learn to Loop the Python Way: Iterators and Generators Explained
Lessons Learnt by Facebook Data Scientist Brandon Rohrer
Let’s Learn More About Lambdas and Functional Programming in Python
Let’s Share Useful Git Hooks for Python Projects.
Multi-Person Pose Estimation (Python / C++)
Mvillaloboz/Open-Source-Cs-Degree
My Favorite Use of Python: Clicking Through Mindless Work Slideshow Trainings.
My Interview With Tim Harford on Misleading Statistics, Naive Predictions and Sticky Research
OneFlow - a Git Branching Model and Workflow
P1Xt’s “Get Job Ready With 13 Projects, 2 Courses, and 10 Books” Guide (Web Development)
Playing and Understanding Hashable Objects
Power BI in 10 Minutes: Step-by-Step Guide
Press J to Jump to the Feed. Press Question Mark to Learn the Rest of the Keyboard Shortcuts
Press J to Jump to the Feed. Press Question Mark to Learn the Rest of the Keyboard Shortcuts
Python & PyCharm Setup : Getting Started
Python Script to Generate ASCII Art From an Image!
Python Top 10 Articles for the Past Month (v.Aug 2018)
Python Top 10 Articles for the Past Month (v.Sep 2018)
Reading Minds with Deep Learning
Ron Jeffries: Developers Should Abandon Agile
Setting Expectations for Open Source Participation
Six Data Science Projects to Top-Up Your Skills and Knowledge
Summarize Multiple Documents in Python
Super Potato Bruh - a Game Written Entirely in Python/Pygame.
Ten Things Python Programmers Should Know
The Joel Test: 12 Steps to Better Code
Tips and Tricks for Keeping a Healthy Git Repository
U.S. Population Growth by State (1900-2017) [OC]
UC Berkeley Open-Sources 100K Driving Video Database
Ultimate List of Youtube Channels for Deep Learning and Computer Vision
Upcase Is Now Free! - Loads of High Quality Tutorials on Ruby, JS, TDD, Git, Vim Etc.
Vim-Galore: Everything You Need to Know About Vim
We’re Launching a ‘Reddit’ for Jupyter Notebooks
Webscraping Using Python and BeautifulSoup!
What Are Some Really Cool PyCharm Plugins?
What Are the Most Significant Knowledge Gaps That “Self Taught” Developers Tend to Have?
What Data Science Courses/S You Found Best for You?
What Do You Guys Use Python For?
What Is the Best Data Science Article You’ve Ever Read?
What Is the Complete Work Flow of Any Data Science Project?
What Should I Do After CodeAcademy?
What Would You Have Told Yourself…
Which Is the Best Place to Learn and Practice Regular Expressions in Python?
Why Jupyter Is Data Scientists’ Computational Notebook of Choice
9.1.3 Python - to read without annotation
9.1.4 Other Stuff - to read without annotation
9.2 Surveys
Conduct and Interpret an Ordinal Regression - Statistics Solutions
How to Design and Analyze a Survey - The Ultimate Guide to Forms and Surveys Zapier
Ordinal Logistic Regression R Data Analysis Examples - IDRE Stats
Simple Statistics for Correlating Survey Responses
example-r-analysis-README.md at master · klmr-example-r-analysis · GitHub
9.3 Fun
Is It Better to Buy or Rent - NYTimes.com
Role Playing with Probabilities: The Importance of Distributions
*RolePlayingWithProbabilities.Rmd
9.4 Six Sigma
6. Process or Product Monitoring and Control
Big Data, Data Mining, Predictive Analytics, Statistics, StatSoft Electronic Textbook
NIST-SEMATECH e-Handbook of Statistical Methods
How To Lose Weight Using Lean Six Sigma - GoLeanSixSigma.com
Six Sigma DMAIC Series in R – Part 3
9.6 Rmd stuff
getwd()
## [1] "/Users/piper/Documents/R/My_path_to_R_mastery"
knitr::write_bib(file = "packages.bib")