ThomasHSimm
About
About
About
Posts
MACHINELEARNING
Decision Trees and Random Forests
Neural Networks
FastAI CheatSheet
Tensorflow
TensorFlow cheat sheet
TensorFlow cheat sheet 2
TensorFlow Images cheat sheet
TensorFlow Low-Level cheat sheet
TensorFlow NLP cheat sheet
NLP stuff
Natural Language Processing of Travel Tweets
Using NLP for text generation
PROJECTS
Golf Swing
Body position recognition using FastAI
Golf Swing Part II- Separating Swing Positions
Golf Swing Part III- Using pre-trained models- FiftyOne and Streamlit App
Modifications to code for separating swing video
Olympic Athletes
Olympics data with SQL and pandas
Olympics data with SQL and pandas- create the tables
Olympics data with SQL and pandas- creating a country table
Olympics data with SQL and pandas- GDP and population
Olympics data with SQL and pandas- height weight and age
Olympics data with SQL and pandas- home games
Presentation of Olympics data with SQL and pandas
Other Projects
Creating a property prediction App
How Does a Bike-Share Navigate Speedy Success
Predicting Premier League Matches
Predicting Premier League Matches- Prepare the data
Swansea House Prices- Part 2
PYTHON
Communicating Code
Communicating code: Notebooks
Communicating code: Presentations
Communicating code: Tables
Communicating code: Website
Overview: Communicating code and data
Presentation: Communicating code and data
Others Python
AWS Cheat sheet
Basics SQL
Git and Github
Regular expressions RE
Some Python Basics
Speech recognition
The operating system
Tweepy
Web scraping
Working with videos
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