Forwarded from Machinelearning
How to Calculate Precision, Recall, F1, and More for Deep Learning Models
https://machinelearningmastery.com/how-to-calculate-precision-recall-f1-and-more-for-deep-learning-models/
https://machinelearningmastery.com/how-to-calculate-precision-recall-f1-and-more-for-deep-learning-models/
MachineLearningMastery.com
How to Calculate Precision, Recall, F1, and More for Deep Learning Models - MachineLearningMastery.com
Once you fit a deep learning neural network model, you must evaluate its performance on a test dataset. This is critical, as the reported performance allows you to both choose between candidate models and to communicate to stakeholders about how good the…
Forget APIs Do Python Scraping Using Beautiful Soup, Import Data File from the web
https://towardsdatascience.com/forget-apis-do-python-scraping-using-beautiful-soup-import-data-file-from-the-web-part-2-27af5d666246
https://towardsdatascience.com/forget-apis-do-python-scraping-using-beautiful-soup-import-data-file-from-the-web-part-2-27af5d666246
Medium
Forget APIs Do Python Scraping Using Beautiful Soup, Import Data File from the web: Part 2
APIs are not all there for you, but Beautiful Soup is going to stay with you forever.
Learning Data Science: Our Favorite Resources To Learn Data Science From Free To Not
https://medium.com/@SeattleDataGuy/learning-data-science-our-favorite-resources-to-learn-data-science-from-free-to-not-47beb6424de1
https://medium.com/@SeattleDataGuy/learning-data-science-our-favorite-resources-to-learn-data-science-from-free-to-not-47beb6424de1
Medium
Learning Data Science: Our Favorite Resources To Learn Data Science From Free To Not
By Ben Rogojan Originally Posted Here
Python Face Recognition Tutorial
https://www.youtube.com/watch?v=QSTnwsZj2yc
https://www.youtube.com/watch?v=QSTnwsZj2yc
YouTube
Python Face Recognition Tutorial
In this video we will be using the Python Face Recognition library to do a few things
Sponsor: DevMountain Bootcamp
https://goo.gl/6q0dEa
Examples & Docs:
https://github.com/bradtraversy/face_recognition_examples
https://github.com/ageitgey/face_recognition…
Sponsor: DevMountain Bootcamp
https://goo.gl/6q0dEa
Examples & Docs:
https://github.com/bradtraversy/face_recognition_examples
https://github.com/ageitgey/face_recognition…
A guide to Face Detection in Python
https://towardsdatascience.com/a-guide-to-face-detection-in-python-3eab0f6b9fc1?source=topic_page---------0------------------1
https://towardsdatascience.com/a-guide-to-face-detection-in-python-3eab0f6b9fc1?source=topic_page---------0------------------1
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…