Markov Chain Monte Carlo in Python
https://towardsdatascience.com/markov-chain-monte-carlo-in-python-44f7e609be98
  
  https://towardsdatascience.com/markov-chain-monte-carlo-in-python-44f7e609be98
Towards Data Science
  
  Markov Chain Monte Carlo in Python | Towards Data Science
  A Complete Real-World Implementation The past few months, I encountered one term again and again in the data science world: Markov Chain Monte Carlo. In my research lab, in podcasts, in articles, every time I heard the phrase I would nod and think that sounds…
  Python Multithreading 
https://www.youtube.com/watch?v=GFfMuyNUnDs
  
  https://www.youtube.com/watch?v=GFfMuyNUnDs
YouTube
  
  Python Multithreading Tutorial #1 - What is a Thread?
  This python multithreading tutorial talks about what a thread is and how it compares to a process. Multithreading is a commonly used strategy to improve the efficiency of code. When multiple threads are running if the current thread delays or is waiting for…
  Upgrade your Python skills: Examining the Dictionary
https://medium.freecodecamp.org/exploring-python-internals-the-dictionary-a32c14e73efa
  
  https://medium.freecodecamp.org/exploring-python-internals-the-dictionary-a32c14e73efa
freeCodeCamp.org
  
  Upgrade your Python skills: Examining the Dictionary
  By Adam Goldschmidt a hash table (hash map) is a data structure that implements an associative array abstract data type, a structure that can map keys to values. If it smells like a Python dict, feels like a dict, and looks like one… well, it must ...
  The most important concepts and features of scaPy: Advanced NLP in Python
https://www.datacamp.com/community/blog/spacy-cheatsheet
  https://www.datacamp.com/community/blog/spacy-cheatsheet
Basic data analysis techniques every data analyst should know, using Python
https://towardsdatascience.com/basic-data-analysis-techniques-every-data-analyst-should-know-using-python-4de80ab52396
  https://towardsdatascience.com/basic-data-analysis-techniques-every-data-analyst-should-know-using-python-4de80ab52396
How to Automate Tasks on GitHub With Machine Learning for Fun and Profit
https://towardsdatascience.com/mlapp-419f90e8f007?source=collection_home---4------0---------------------
  https://towardsdatascience.com/mlapp-419f90e8f007?source=collection_home---4------0---------------------
Forwarded from Artificial Intelligence
Create a complete Machine learning web application using React and Flask
https://towardsdatascience.com/create-a-complete-machine-learning-web-application-using-react-and-flask-859340bddb33?source=collection_home---4------2---------------------
  
  https://towardsdatascience.com/create-a-complete-machine-learning-web-application-using-react-and-flask-859340bddb33?source=collection_home---4------2---------------------
Towards Data Science
  
  Create a complete Machine learning web application using React and Flask
  Build complete ML Applications with UI and Backend
  Text can be beautiful
How visualisation can uncover hidden patterns in text data
https://towardsdatascience.com/text-can-be-beautiful-226ea089513a?source=---------17---------------------
  How visualisation can uncover hidden patterns in text data
https://towardsdatascience.com/text-can-be-beautiful-226ea089513a?source=---------17---------------------
Animations with Matplotlib
https://towardsdatascience.com/animations-with-matplotlib-d96375c5442c
  
  https://towardsdatascience.com/animations-with-matplotlib-d96375c5442c
Towards Data Science
  
  Animations with Matplotlib | Towards Data Science
  Animations are an interesting way of demonstrating a phenomenon. We as humans are always enthralled by animated and interactive charts...
  Kaggle Live-Coding: Code Reviews! Class imbalanced in Python | Kaggle
https://www.youtube.com/watch?v=zSx7EBOI6xI
  
  https://www.youtube.com/watch?v=zSx7EBOI6xI
YouTube
  
  Kaggle Live-Coding: Code Reviews! Class imbalanced in Python | Kaggle
  Today we'll be reviewing code instead of writing our own. We'll be looking for: 
🐞 bugs the authors might have missed
🎿 places we can improve efficiency
🔡 confusing names/comments
Link to code:
- "Dealing with unbalance: EDA,PCA,SMOTE,LR,SVM,DT,RF" by…
  🐞 bugs the authors might have missed
🎿 places we can improve efficiency
🔡 confusing names/comments
Link to code:
- "Dealing with unbalance: EDA,PCA,SMOTE,LR,SVM,DT,RF" by…
Publishing Machine Learning API with Python Flask
https://towardsdatascience.com/publishing-machine-learning-api-with-python-flask-98be46fb2440?source=topic_page---------6------------------1
  https://towardsdatascience.com/publishing-machine-learning-api-with-python-flask-98be46fb2440?source=topic_page---------6------------------1
Chat Application Page - Kivy Mobile and Desktop App Dev
https://www.youtube.com/watch?v=62LSK62Gudc
  
  https://www.youtube.com/watch?v=62LSK62Gudc
YouTube
  
  Chat Application Page - Kivy Mobile and Desktop App Dev w/ Python
  Welcome to part 5 of the Kivy tutorials, where we're making a chatroom application. Leading up to this point, we've built out our GUI to connect to the chat room server, and now we're ready to build out this final page to display messages and send new ones!…
  12 Hour Coding Stream - Creating A Tower Defense Game with Python & Pygame
https://www.youtube.com/watch?v=iLHAKXQBOoA
  
  https://www.youtube.com/watch?v=iLHAKXQBOoA
YouTube
  
  12 Hour Coding Stream - Creating A Tower Defense Game with Python & Pygame
  12 Hour Coding LiveStream! Watch me create a tower defense game using python and pygame while coding straight for 12 hours with no breaks. This is an example of the kinds of games you can make with pygame.
Playlist: https://www.youtube.com/watch?v=iLHAK…
  Playlist: https://www.youtube.com/watch?v=iLHAK…
If you like to travel, let Python help you scrape the best fares!
https://towardsdatascience.com/if-you-like-to-travel-let-python-help-you-scrape-the-best-fares-5a1f26213086
  
  https://towardsdatascience.com/if-you-like-to-travel-let-python-help-you-scrape-the-best-fares-5a1f26213086
Medium
  
  If you like to travel, let Python help you scrape the best cheap flights!
  A simple and customizable project with Python and Selenium, that will search for flights and send the prices directly to your email!
  Web Scraping For Financial Analyst Beautifulsoup, Scrapy, Selenium & Twitter API
https://towardsdatascience.com/web-scraping-for-beginners-beautifulsoup-scrapy-selenium-twitter-api-f5a6d0589ea6?source=---------10---------------------
  https://towardsdatascience.com/web-scraping-for-beginners-beautifulsoup-scrapy-selenium-twitter-api-f5a6d0589ea6?source=---------10---------------------
Python’s One Liner graph creation library with animations Hans Rosling Style
https://towardsdatascience.com/pythons-one-liner-graph-creation-library-with-animations-hans-rosling-style-f2cb50490396?source=collection_home---4------2---------------------
  https://towardsdatascience.com/pythons-one-liner-graph-creation-library-with-animations-hans-rosling-style-f2cb50490396?source=collection_home---4------2---------------------
Flask Tutorial Web Development with Python - Crontab 
https://www.youtube.com/watch?v=p3PcNuB20v4
  
  https://www.youtube.com/watch?v=p3PcNuB20v4
YouTube
  
  Flask Tutorial Web Development with Python 24 - Crontab / Cron jobs
  sample code: http://pythonprogramming.net
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http://sentdex.com
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