René's URL Explorer Experiment

Title: GitHub - arewadataScience/ArewaDS-Machine-Learning: Arewa Data Science Machine Learning Curricula

Open Graph Title: GitHub - arewadataScience/ArewaDS-Machine-Learning: Arewa Data Science Machine Learning Curricula

X Title: GitHub - arewadataScience/ArewaDS-Machine-Learning: Arewa Data Science Machine Learning Curricula

Description: Arewa Data Science Machine Learning Curricula. Contribute to arewadataScience/ArewaDS-Machine-Learning development by creating an account on GitHub.

Open Graph Description: Arewa Data Science Machine Learning Curricula. Contribute to arewadataScience/ArewaDS-Machine-Learning development by creating an account on GitHub.

X Description: Arewa Data Science Machine Learning Curricula. Contribute to arewadataScience/ArewaDS-Machine-Learning development by creating an account on GitHub.

Mail addresses
arewadatascience@gmail.com

Opengraph URL: https://github.com/arewadataScience/ArewaDS-Machine-Learning

X: @github

direct link

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4-Data-Science-Lifecycle	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/4-Data-Science-Lifecycle
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100_numpy_exercise.md	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/100_numpy_exercise.md
Machine learning with PyTorch and Scikit-Learn.pdf	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine%20learning%20with%20PyTorch%20and%20Scikit-Learn.pdf
Machine learning with PyTorch and Scikit-Learn.pdf	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine%20learning%20with%20PyTorch%20and%20Scikit-Learn.pdf
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https://arewadatascience.github.io	https://arewadatascience.github.io
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#table-of-contents-arewa-ds
Table of Contents (Arewa DS)	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#table-of-contents-arewa-ds
Arewa Data Science and Machine Learning Curriculum!	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#arewa-data-science-and-machine-learning-curriculum
Key Features:	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#key-features
Interested in Joining the Fellowship?	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#interested-in-joining-the-fellowship
Contact & Community:	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#contact--community
Welcome to Cohort 3.0 ArewaDS Fellowship	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#welcome-to-cohort-30-arewads-fellowship
Graduation Requirements	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#graduation-requirements
Stage 1: Getting Started	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-1-getting-started
Stage 2: Data Science	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-2-data-science
Stage 3: Machine Learning	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-3-machine-learning
Career Services, Soft Skills and Mentorship	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#career-services-soft-skills-and-mentorship
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#arewa-data-science-and-machine-learning-curriculum
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#key-features
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#interested-in-joining-the-fellowship
Visit the Accepted Fellows Page	https://arewadatascience.github.io/fellows-ml-2.html
Click here to join our Discord channel	https://discord.gg/gg6ntVcgVf
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#contact--community
Arewa Data Science Official Website	https://arewadatascience.github.io
Twitter	https://twitter.com/arewadatascience
Facebook	https://www.facebook.com/arewadatascience
LinkedIn	https://www.linkedin.com/company/arewadatascience
YouTube	https://www.youtube.com/@arewadatascienceacademy7195/videos
Telegram	https://t.me/+vGZvQdggp1A4NzNk
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#welcome-to-cohort-30-arewads-fellowship
Stage 1: Python Programming for Data Science	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-1-getting-started
here	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main
Stage 2: Data Science	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-2-data-science
Stage 3: Machine Learning	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-3-machine-learning
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#graduation-requirements
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-1-getting-started
Python Programming Fellowship	https://github.com/arewadataScience/python-programming-fellowship
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-2-data-science
Python for Data Analysis	https://wesmckinney.com/book/
Python Data Science	https://jakevdp.github.io/PythonDataScienceHandbook/
Introduction to Data Science	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/1-Introduction/README.md
Recording	https://www.youtube.com/playlist?list=PLf4vs1mkrux0OFYeKoKYnLioKRIvDfC1O
Shamsuddeen Muhammad	https://shmuhammadd.github.io
Numpy Notebook	https://lukmanaj.quarto.pub/introduction-to-numpy/
numpy-100-exercise	https://github.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/100_numpy_exercise.md
Cohort1	https://youtu.be/wnd8W0A5VHI
Cohort2	https://youtu.be/x8NtvO6Iq0c
Lukman	https://lukmanaj.github.io
Pandas Notebook	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
Pandas exerices	https://github.com/guipsamora/pandas_exercises
Recording	https://youtu.be/UbUw6j0dICI
Lukman	https://lukmanaj.github.io
Data Preparation Techniques	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/2-Working-With-Data/04-data-preparation/README.md
Cohort1	https://youtu.be/oim42n-84-4
Cohort2	https://youtu.be/oim42n-84-4
Dr Mahmud Ahmad	https://www.linkedin.com/in/mahmud-yusuf-ahmed-phd-92024b89/
Working with Matplotlib	https://github.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/00_Slides-Notebooks-Materials/05_Introduction_to_Matplotlib.ipynb
Cohort2	https://youtu.be/xGVwNHjmAuQ
Shamsudden Muhammad	https://shmuhammadd.github.io
Quantities Visualizing	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/3-Data-Visualization/05-visualization-quantities/README.md
Recording	https://youtu.be/yt0KFV8JPoI
Data Distributions Visualization	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/3-Data-Visualization/06-visualization-distributions/README.md
Recording	https://youtu.be/_wRt_MNFxmI?si=nUWEojzqQufxkUOn&t=18
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Recording	https://youtu.be/_wRt_MNFxmI?si=V7dfUdZ9myLx7Yct&t=2939
Relationships Visualization	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/3-Data-Visualization/08-visualization-relationships/README.md
Recording	https://youtu.be/BOH2Wjj01_Y?si=ZHLc6BnHfifs-S8K
Creating Meaningful Visualizations	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/3-Data-Visualization/09-meaningful-visualizations/README.md
Recording	https://youtu.be/BOH2Wjj01_Y?si=xMOGdBtmLizuoXWM&t=2062
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#stage-3-machine-learning
Machine Learning with PyTorch and Scikit-Learn Book	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
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Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/5-Introduction-to-ML/1-intro-to-ML
Recording	https://youtu.be/0ZnKNmKEMvc
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/5-Introduction-to-ML/2-history-of-ML
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/5-Introduction-to-ML/4-techniques-of-ML
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/6-Regression
Recording	https://youtu.be/Ld7qE7Zltmk
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/6-Regression
Recording	https://www.youtube.com/watch?v=GegAqnXZlwE
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/7-Classification/1-Introduction/README.md
Session Notebook	https://github.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Notebooks/classification.ipynb
Recording	https://youtu.be/wA6f-PjPtK8
Lesson	https://github.com/arewadataScience/ArewaDS-Machine-Learning/tree/main/7-Classification
Session Notebook	https://github.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Notebooks/classification.ipynb
Recording	https://www.youtube.com/watch?v=0rwgWwdPVck
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/5-Clustering/1-Visualize/README.md
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/5-Clustering/2-K-Means/README.md
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/6-NLP/1-Introduction-to-NLP/README.md
Notebook	https://colab.research.google.com/drive/1YIS6Jq8fQkmN2WIm4cnSv5Q5NF3_DZwA
Recording	https://youtu.be/QwS3ZXudLKc
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/6-NLP/README.md
Notebook	https://colab.research.google.com/drive/1YIS6Jq8fQkmN2WIm4cnSv5Q5NF3_DZwA
Recording	https://youtu.be/QwS3ZXudLKc?t=1443
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/6-NLP/3-Translation-Sentiment/README.md
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/6-NLP/4-Hotel-Reviews-1/README.md
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/7-TimeSeries/README.md
Recording1	https://youtu.be/gOcvb1_Z99Y
Recording2	https://youtu.be/nocjGZ_pmSU
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/blob/main/Machine-Learning/8-Reinforcement/README.md
Recording	https://youtu.be/QrUrj2r71tU
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
Recording	https://youtu.be/Ss1zMpht3ow
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
Recording	https://youtu.be/wWFHdIzWMp8
Lesson	https://machinelearningmastery.com/get-started-with-kaggle/
Lesson	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
https://youtu.be/wWFHdIzWMp8	https://youtu.be/wWFHdIzWMp8
	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#career-services-soft-skills-and-mentorship
arewadatascience.github.io	https://arewadatascience.github.io
Readme	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning#readme-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning
Activity	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/activity
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58 stars	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/stargazers
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Releases	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/arewadataScience/packages?repo_name=ArewaDS-Machine-Learning
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Contributors 6	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/graphs/contributors
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Jupyter Notebook 99.8%	https://patch-diff.githubusercontent.com/arewadataScience/ArewaDS-Machine-Learning/search?l=jupyter-notebook
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