Python | Machine Learning | Coding | R @codeprogrammer Channel on Telegram

Python | Machine Learning | Coding | R

@codeprogrammer


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Python | Machine Learning | Coding | R (English)

Are you passionate about Python, Machine Learning, Coding, and R? Look no further than the 'Python | Machine Learning | Coding | R' Telegram channel! This channel is a hub for individuals interested in these topics, whether you are a beginner looking to learn the basics or an expert seeking to expand your knowledge. The channel covers a wide range of content related to Python programming, Machine Learning algorithms, coding best practices, and the R programming language.

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Python | Machine Learning | Coding | R

19 Nov, 05:18


https://t.me/TVerse?startapp=galaxy-000340c0280004f1f7120001a53d35

Python | Machine Learning | Coding | R

18 Nov, 14:35


๐Ÿณ๏ธโ€๐ŸŒˆ Python became GitHub's first language!

๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป In a recent GitHub report, with the expansion of artificial intelligence, Python could finally overtake JavaScript and become the most popular language on GitHub in 2024. This happened after 10 years of JavaScript dominance and it is not very strange.

โœ”๏ธ Because with the growth of artificial intelligence, developers are turning to Python more than ever, and Python's applications in data science and analytics are increasing every day. You can read the full GitHub report here:๐Ÿ‘‡

โ”Œ ๐Ÿฑ Top programming along GitHub
โ”œ
๐Ÿ’ฐ Report


โช I also introduced the most important Python libraries for working with data and AI here: ๐Ÿ‘‡


๐Ÿ–ฅ Data Manipulation & Analysis
โ–ถ๏ธ pandas
โ–ถ๏ธ Apache Spark
โ–ถ๏ธ Polars
โ–ถ๏ธ DuckDB


๐Ÿ“Š Data Visualization
โžก๏ธ matplotlib
โžก๏ธ plotly
โžก๏ธ seaborn


๐Ÿ–ฅ Machine & Deep Learning
โžก๏ธ TensorFlow
โžก๏ธ PyTorch
โžก๏ธ Keras
โžก๏ธ scikit-learn
โžก๏ธ XGBoost
โžก๏ธ LightGBM
โžก๏ธ Prophet


๐ŸŒซ NLP & Large Language Models
โžก๏ธ Hugging Face Transformers
โžก๏ธ LangChain
โžก๏ธ LlamaIndex

๐Ÿ”‘ Tags: #PYTHON #AI #ML #NLP

https://t.me/CodeProgrammer โœ…

Python | Machine Learning | Coding | R

18 Nov, 06:25


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Python | Machine Learning | Coding | R

18 Nov, 06:25


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Python | Machine Learning | Coding | R

16 Nov, 06:18


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Python | Machine Learning | Coding | R

16 Nov, 05:57


Confusion matrix (TP, FP, TN, FN), clearly explained

๐Ÿ”‘ Tags: #PYTHON #AI #ML

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Python | Machine Learning | Coding | R

15 Nov, 06:53


Convert PDF to docx using Python

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Python | Machine Learning | Coding | R

14 Nov, 06:58


A Popular Interview Question: Discriminative vs. Generative Models

More Details: https://blog.dailydoseofds.com/p/a-popular-interview-question-discriminative

๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses

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Python | Machine Learning | Coding | R

14 Nov, 06:50


How LLMs work, clearly explained โญ

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Python | Machine Learning | Coding | R

14 Nov, 06:20


Pandas Data Cleaning (Guide)

๐Ÿ”‘ Tags: #Pandas #DataCleaning #ML

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Python | Machine Learning | Coding | R

14 Nov, 06:20


Pandas Data Cleaning (Guide)

๐Ÿ”‘ Tags: #Pandas #DataCleaning #ML

https://t.me/DataScienceM โœ…

Python | Machine Learning | Coding | R

14 Nov, 05:37


Safe and Reliable AI via Guardrails

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Python | Machine Learning | Coding | R

13 Nov, 16:10


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Python | Machine Learning | Coding | R

13 Nov, 16:08


The Brains Behind LLMs: An Introductory Guide to Transformers and Attention Mechanisms

https://www.linkedin.com/pulse/brains-behind-llms-introductory-guide-transformers-attention-sa1me

#transformers #embeddings #rag #finetuning #AI

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Python | Machine Learning | Coding | R

13 Nov, 14:23


First telegram AI Friend for your Group Chats

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Python | Machine Learning | Coding | R

13 Nov, 12:00


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Python | Machine Learning | Coding | R

12 Nov, 23:18


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Python | Machine Learning | Coding | R

12 Nov, 13:31


๐Ÿ“– A Data-Centric Introduction to Computing

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Python | Machine Learning | Coding | R

12 Nov, 05:08


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Python | Machine Learning | Coding | R

11 Nov, 15:27


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Python | Machine Learning | Coding | R

11 Nov, 14:01


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Python | Machine Learning | Coding | R

11 Nov, 05:31


10 Best Courses for Machine Learning on Coursera You Must Know- 2024

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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Python | Machine Learning | Coding | R

10 Nov, 04:31


Linear Regression explained

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Python | Machine Learning | Coding | R

09 Nov, 19:02


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Python | Machine Learning | Coding | R

09 Nov, 09:41


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Python | Machine Learning | Coding | R

09 Nov, 09:39


Generative AI meets pandas!

PandasAI is a Python library that let's you interact with your dataframes in natural language.

Generate reports, create plots and do RAG over multiple dataframes!

Github link: https://github.com/Sinaptik-AI/pandas-ai

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Python | Machine Learning | Coding | R

07 Nov, 07:13


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Python | Machine Learning | Coding | R

07 Nov, 07:11


250 Coursera FREE Courses [Data Science, Machine Learning, Python] 2024 ๐Ÿต

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Python | Machine Learning | Coding | R

07 Nov, 07:09


๐Ÿผ Shifting time series with periods

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Python | Machine Learning | Coding | R

06 Nov, 12:07


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Python | Machine Learning | Coding | R

06 Nov, 08:23


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Python | Machine Learning | Coding | R

04 Nov, 08:25


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Python | Machine Learning | Coding | R

03 Nov, 18:16


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Python | Machine Learning | Coding | R

03 Nov, 18:16


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Python | Machine Learning | Coding | R

02 Nov, 15:04


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Python | Machine Learning | Coding | R

02 Nov, 05:43


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Python | Machine Learning | Coding | R

02 Nov, 05:35


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Python | Machine Learning | Coding | R

01 Nov, 05:30


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Python | Machine Learning | Coding | R

31 Oct, 06:17


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Python | Machine Learning | Coding | R

30 Oct, 15:14


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Python | Machine Learning | Coding | R

30 Oct, 07:13


๐Ÿฑ Top 10 GitHub repos
โœ… To succeed in data science interviews


1๏ธโƒฃ ML Interviews repo

โช Including machine learning interview questions from basic topics to complex topics such as neural networks and reinforcement learning.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

2๏ธโƒฃ Repo 500AI Projects with Code

โช 500 artificial intelligence, machine learning, deep learning, CV, NLP projects with code.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

3๏ธโƒฃ 100 Days of ML Code repo

โช A hundred-day program for learning and practicing machine learning coding.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

4๏ธโƒฃ Awesome Data Science repo

โช This repository is a curated list of great data science resources including books, software, and tools.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

5๏ธโƒฃ Data Science for Beginners repo

โช This repository from Microsoft has a 10-week course with 20 lessons for beginners. Each lesson includes videos, quizzes, challenges and more.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

6๏ธโƒฃ Data Science Masters repo

โช This repository provides a comprehensive, open-source curriculum to prepare students for entry-level roles in data science, at no cost!

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

7๏ธโƒฃ Awesome AI repo

โช A comprehensive collection of artificial intelligence learning resources including articles, books, courses and related tools.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

8๏ธโƒฃ Awesome Public Datasets repo

โช Multiple examples of machine learning algorithms in Python with interactive Jupyter demos and mathematical explanation.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

9๏ธโƒฃ Awesome Public Datasets repo

โช This repository provides a collection of data science job interview questions and answers that are great for preparation.

๐Ÿ”— Link: GitHub-Repos
โœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธโœ‚๏ธ

1๏ธโƒฃ Data Science Collected Resources repository

โช A list of the best data science resources including books, articles, and practical tools for learning and developing data science skills.

๐Ÿ”— Link: GitHub-Repos

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Python | Machine Learning | Coding | R

30 Oct, 06:19


Transformers, visually explained

Details: https://poloclub.github.io/transformer-explainer/

Videos: https://youtu.be/ECR4oAwocjs

๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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Python | Machine Learning | Coding | R

28 Oct, 15:31


Bayesโ€™ theorem, clearly explained

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI

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Python | Machine Learning | Coding | R

28 Oct, 11:37


Amazing graphical representation of a neural net, never seen anything like it.

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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Python | Machine Learning | Coding | R

28 Oct, 04:40


NumPy cheat sheet for Data Scientists

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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Python | Machine Learning | Coding | R

28 Oct, 04:34


Python Pandas Cheat Sheet

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๐Ÿ“‚ Tags: #DataScience #Python #ML #AI #Pandas

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Python | Machine Learning | Coding | R

27 Oct, 18:21


Coursera has launched a collaboration with the Rating platform to enable students to self-fund using the Rating platform.

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Python | Machine Learning | Coding | R

27 Oct, 04:05


Using Normalization Layers to Improve Deep Learning Models

Link: https://machinelearningmastery.com/using-normalization-layers-to-improve-deep-learning-models/

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Python | Machine Learning | Coding | R

26 Oct, 17:53


How to deal with outliers clearly explained

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Python | Machine Learning | Coding | R

25 Oct, 16:10


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Python | Machine Learning | Coding | R

25 Oct, 07:06


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Python | Machine Learning | Coding | R

25 Oct, 05:36


Data Pre-Processing of Diabetes Data for reliable machine learning model

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Python | Machine Learning | Coding | R

25 Oct, 05:29


Beginner's Guide to Multi-Agents - Slides

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Python | Machine Learning | Coding | R

25 Oct, 05:27


Beginner's Guide to Multi-Agents

Video Recording: https://youtu.be/lGQ9rpfQBng

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Python | Machine Learning | Coding | R

24 Oct, 19:56


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Python | Machine Learning | Coding | R

24 Oct, 08:37


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Python | Machine Learning | Coding | R

23 Oct, 19:16


Density based clustering (DBSCAN), clearly explained

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Python | Machine Learning | Coding | R

23 Oct, 12:05


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20 Oct, 13:40


Hereโ€™s the 2024 edition of the Daily Dose of Data Science archive.

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Python | Machine Learning | Coding | R

20 Oct, 13:28


explaining the concept of Multi-Query RAG

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Python | Machine Learning | Coding | R

20 Oct, 08:39


11 types of variables in a Dataset

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Python | Machine Learning | Coding | R

20 Oct, 08:36


Transformer by hand โœ‹

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Python | Machine Learning | Coding | R

19 Oct, 15:21


Check Internet Speed using Python

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Python | Machine Learning | Coding | R

19 Oct, 06:20


Three Ways of Storing and Accessing Lots of Images in Python

Link:https://realpython.com/storing-images-in-python/

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Python | Machine Learning | Coding | R

18 Oct, 15:44


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Python | Machine Learning | Coding | R

16 Oct, 14:15


Mathematics of an Artificial Neural Network

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Python | Machine Learning | Coding | R

16 Oct, 12:07


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Python | Machine Learning | Coding | R

16 Oct, 08:51


CS229 Lectures Notes (2023)

By: Andrew Ng & Tengyu Ma

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Python | Machine Learning | Coding | R

16 Oct, 04:25


Understanding RAG Part I: Why Itโ€™s Needed

Details: https://machinelearningmastery.com/understanding-rag-part-i-why-its-needed/

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Python | Machine Learning | Coding | R

15 Oct, 04:16


explaining the concept of RAG (Retrieval-Augmented Generation) in a simple and easy-to-understand way.

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Python | Machine Learning | Coding | R

14 Oct, 17:28


Multi-Query RAG by hand โœ๏ธ + Langflow

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Python | Machine Learning | Coding | R

14 Oct, 14:18


25 Most Important Mathematical Definitions in Data Science

More details: https://blog.dailydoseofds.com/p/25-most-important-mathematical-definitions

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Python | Machine Learning | Coding | R

13 Oct, 05:21


AI & ML Guided Projects with Python ๐Ÿ‘‘

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Python | Machine Learning | Coding | R

12 Oct, 19:21


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Python | Machine Learning | Coding | R

12 Oct, 16:27


Similarity vs. Distance, illustrated using circles ๐Ÿต by hand โœ๏ธ

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Python | Machine Learning | Coding | R

12 Oct, 06:15


Numpy Cheat sheet for Data Scientists

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Python | Machine Learning | Coding | R

10 Oct, 18:20


๐Ÿคฉ Helpful Cheat Sheets Compilation

Including Pandas, NumPy, Matplotlib, Seaborn, and others

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