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Automatically find issues in image datasets and practice data-centric computer vision.

CleanVision automatically detects potential issues in image datasets like images that are: blurry, under/over-exposed, (near) duplicates, etc. This data-centric AI package is a quick first step for any computer vision project to find problems in the dataset, which you want to address before applying machine learning. CleanVision is super simple -- run the same couple lines of Python code to audit any image dataset!

https://github.com/cleanlab/cleanvision

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The Attention Mechanism from Scratch

https://machinelearningmastery.com/the-attention-mechanism-from-scratch/

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pandas for Data Science
Learning Path

Skills: pandas, Data Science, Data Visualization

In this learning path, you’ll get started with pandas and get to know the ins and outs of how you can use it to analyze data with Python.

https://realpython.com/learning-paths/pandas-data-science/

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Public APIs

A collective list of free APIs

📃 Creator: public-apis

📃 Forked by: 27.8k

🌐 GitHub repo: https://github.com/public-apis/public-apis

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How to Add an Editor to Your Django App (Ckeditor)

In this tutorial, we will be looking at how to add an editor to your Django app which will ease your content creation process.

https://bytexplain.com/how-to-add-an-editor-to-your-django-app-ckeditor

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@CodeProgrammer ♥️

The Transformer Model

https://machinelearningmastery.com/the-transformer-model/

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⭐️ Data Science Books
https://t.me/DataScienceM

⭐️ Python | Algorithms | Data Structures
https://t.me/DataScience4

⭐️ Programming Languages | Web & Mobile Development | SQL | Software Design & Analysis
https://t.me/Ebooks2023

Machine Learning With Python
Learning Path

Skills: Image Processing, Text Classification, Speech Recognition

Machine learning is a field of computer science that uses statistical techniques to give computer programs the ability to learn from past experiences and improve how they perform specific tasks.

With this learning path, you’ll sample a range of common machine learning scenarios using Python.

https://realpython.com/learning-paths/machine-learning-python

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What Is Attention?

Attention is becoming increasingly popular in machine learning, but what makes it such an attractive concept? What is the relationship between attention applied in artificial neural networks and its biological counterpart? What components would one expect to form an attention-based system in machine learning?

https://machinelearningmastery.com/what-is-attention/

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🖥 Free Courses on Large Language Models

▪ChatGPT Prompt Engineering for Developers

▪LangChain for LLM Application Development

▪Building Systems with the ChatGPT API

▪Google Cloud Generative AI Learning Path

▪Introduction to Large Language Models with Google Cloud

▪LLM University

▪Full Stack LLM Bootcamp

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The source code for DragGAN has been released! 🔥🔥🔥

We can finally play with that marvel!

🔗 GitHub repository: https://github.com/XingangPan/DragGAN

https://t.me/DataScienceT

A special and important channel to download the most important books to learn programming and data science

t.me/DataScienceM

How to Make a Twitter Bot in Python With Tweepy

https://realpython.com/twitter-bot-python-tweepy/

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Understanding Simple Recurrent Neural Networks in Keras

https://machinelearningmastery.com/understanding-simple-recurrent-neural-networks-in-keras/

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Python Docker Tutorials

Docker is a containerization tool used for spinning up isolated, reproducible application environments. It is a popular development tool for Python developers.

https://realpython.com/tutorials/docker/

The Transformer Attention Mechanism

https://machinelearningmastery.com/the-transformer-attention-mechanism/

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@CodeProgrammer ♥️

This channel is for Programmers, Coders, Software Engineers.

1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning

https://t.me/DataScienceM
https://t.me/DataScienceM

Data Version Control With Python and DVC

https://realpython.com/python-data-version-control

@CodeProgrammer ♥️

The Luong Attention Mechanism

https://machinelearningmastery.com/the-luong-attention-mechanism/

@CodeProgrammer