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Discover powerful insights with Python, Machine Learning, Coding, and Rโ€”your essential toolkit for data-driven solutions, smart alg

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๐Ÿผ Shifting time series with periods

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

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

๐Ÿ”— Link: https://www.mltut.com/coursera-free-courses/

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

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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

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

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

Link: https://www.mltut.com/best-courses-for-machine-learning-on-coursera/

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

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Hereโ€™s a roadmap to get you started, step-by-step! ๐Ÿ‘‡

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

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๐Ÿ“– A Data-Centric Introduction to Computing

Huge Free Book: Introduction to Data Science: Computational Fundamentals!

๐Ÿ”— Read: click

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On this learning path, you'll gain skills and apply analytic tools to analyze data, predict outcomes, and visualize results professionally.

Enrollment link: https://skillsbuild.org/adult-learners/explore-learning/data-analyst

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

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Pandas Data Cleaning (Guide)

๐Ÿ”‘ Tags: #Pandas #DataCleaning #ML

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Pandas.pdf
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Pandas Data Cleaning (Guide)

๐Ÿ”‘ Tags: #Pandas #DataCleaning #ML

https://t.me/DataScienceM โœ…
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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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Convert PDF to docx using Python

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

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

๐Ÿ”‘ Tags: #PYTHON #AI #ML

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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…
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