📚 50 Python Concepts Every Developer Should Know (2024)

💬 Tags: #python

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🦜 Toucan is an open-source TTS model with support for 7000 languages ​​and dialects

Toucan is a text-to-speech (TTS) model + a set of tools for learning, training and deploying the model.

The model was created at the Institute for Natural Language Processing (IMS) at the University of Stuttgart.

Everything is written in idiomatic Python using PyTorch to make learning and testing as easy as possible.

🖥 GitHub
🤗 Test it on HF
🤗 Dataset for HF

#Python
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📚 The Ultimate Guide to PYTHON CERTIFICATIONS (2024)

💬 Tags: #python

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🌟 پردازش تصویر ایران🌟
🧠مرجع رسمی هوش مصنوعی ایران

📕 Ethical Hacking with Python

🗂چاپ کننده: Pocket guide
📅سال چاپ: 2023

🧷سایت ما : 
Imageprocessing.ir
@Digital_Image_Processing

#AI، #هوش_مصنوعی، #برنامه_نویسی
#python
#EH
🗂 A collection of the best free courses

📝 For data science, data engineering, MLOps, ML and GenAI

💠 data science

1️⃣ Python for Everybody Course : A great course for beginners to learn Python.

2️⃣ Data analysis with Python course : This course introduces you to data analysis techniques with Python.

3️⃣ Databases & SQL course : You will learn how to manage databases with SQL.

4️⃣ Intro to Inferential Statistics course : This course teaches you how to make predictions by learning statistics.

5️⃣ ML Zoomcamp course : a practical and practical course for learning machine learning.


🔺 Data engineering

1️⃣ Data Engineering Course : Learn the basics of data engineering.

2️⃣ Data Engineer Learning Path course : a comprehensive road map to become a data engineer.

3️⃣ Database Engineer course : get a specialized degree in database engineering.

4️⃣ Big Data Specialization Course : Get to know big data technologies and their applications.

5️⃣ The Data Eng Zoomcamp course : a practical course to learn data engineering.


🔺 machine learning

1️⃣ Intro to ML course : an introductory and self-paced course to start machine learning.

2️⃣ ML for Everybody course : A simple approach to learning machine learning concepts.

3️⃣ ML in Python course : focus on machine learning with Python and Scikit-Learn.

4️⃣ ML Crash Course : A quick but comprehensive introduction to machine learning.

5️⃣ CS229 : ML : An advanced course for those who want to deepen their knowledge.


🔻
Machine Learning Operations (MLOps)

1️⃣ Python Essentials for MLOps course : an essential course for MLOps enthusiasts..

2️⃣ MLOps for Beginners Course : A great starting point for MLOps newbies.

3️⃣ ML Engineering Course : A set of courses for deep entry into the world of MLOps.

4️⃣ MLOps Specialization Course : Focus on operational aspects of machine learning.

5️⃣ Made With ML course : a special course that combines machine learning with practical applications.


🔹 Generative artificial intelligence

1️⃣ Generative AI for Beginners course : building generative artificial intelligence apps.

2️⃣ Generative AI Fundamentals course : getting to know the basic principles of generative artificial intelligence.

3️⃣ Intro to Gen AI course : from learning large language models to understanding the principles of responsible artificial intelligence.

4️⃣ Generative AI with LLMs course : Learn business applications of artificial intelligence with AWS experts in a practical way.

5️⃣ Generative AI for Everyone course : This course tells you what generative artificial intelligence is, how it works, and what uses and limitations it has.


☕️ #MachineLearning #Python #COURSES #GenerativeAI #LLM

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📚 How To Python (2024)

💬 Tags: #python

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🔹 Simplify data analysis with the Lux library

The Lux tool is a Python library that easily and without the need for complex coding, identifies interesting patterns and trends in your data, even when you are dealing with large amounts of data!

Just show a data frame in Jupyter Notebook and Lux ​​will automatically suggest the best visualization methods for your data.

🏳️‍🌈 Lux
📄 Documentation
🐱 GitHub-Repos

🔒 #Python #DataVisualization

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A list of the best blogs
🏴The field of data science, AI and ML


🚩Meta Analytics Blog link

🚩Meta AI blog
link

🚩Microsoft A/B Testing Blog
link

🚩Microsoft AI/ML blog
link

🚩Google Data Science Blog
link

🚩Google AI/ML Blog)
link

🚩Netflix Data Science Blog
link

🚩Amazon Science Blog
link

🚩LinkedIn data blog
link

🚩Uber data blog
link

🚩Apple's machine learning blog
link

🚩Pinterest Data Science Blog
link

🚩Pinterest machine learning blog
link

🚩DoorDash Data Platform
link

🚩DoorDash machine learning platform
link

🚩Airbnb Data Science Blog
link

🚩Airbnb AI & ML blog
link

🚩X Data Blog (formerly Twitter)
link

🚩Grammarly's data science blog
link

#Python #SQL #AI

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📚 Dynamic Programming in Python (2024)


💬 Tags: #python

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📚 Programming PyTorch for deep learning(2019)


💬 Tags: #deep_learning #python

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Recurrent Neural Network (RNN) by hand ✍️ Excel

📂 Tags: #python #ML #RNN

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📚 Python Games Development using Pygame (2024)


💬 Tags: #python

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📚 Mastering Python for Web (2022)



💬 Tags: #python

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📚 Python (2024)


💬 Tags: #python

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📚 Introduction to Computer Programming with Python (2024)


💬 Tags: #python
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AI & ML Guided Projects with Python 👑

Below is a list of guided projects to master AI & ML with Python that you should try

🔗 Link: https://thecleverprogrammer.com/2024/10/11/ai-ml-projects-with-python/

Is it useful to you

📂 Tags: #ML #Ai #Python

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📚 Python Cookbook (2024)


💬 Tags: #python
#هوش_مصنوعی 

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Python Pandas Cheat Sheet

Is it useful to you , donate us using ⭐️

📂 Tags: #DataScience #Python #ML #AI #Pandas

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NumPy cheat sheet for Data Scientists

Is it useful to you , donate us using ⭐️

📂 Tags: #DataScience #Python #ML #AI #Pandas

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Safe and Reliable AI via Guardrails

Enroll Free: https://learn.deeplearning.ai/courses/safe-and-reliable-ai-via-guardrails

#DataScience #Python #ML #AI #LLM #BIGDATA #Courses

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