MBAHGAT2000/Data-Science-Diary-Docs

This repo is complementary to the youtube channel @DataScienceDiary. It is meant as resource for Data Science/Analytics & machine learning.

Data Science Diary Docs

This repo is complementary to the bilingual (Arabic-English) YouTube Channel @DataScienceDiary. It is meant as resource for aspiring data enthusiasts. [Work in progress]

Some of the animation used in the youtube channel are made using manim. The manim-videos repo contains the python code used in the videos

Click on the YouTube icon for the video link

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Data Science & Machine Learning

•   Neural Network | حلالة المشاكل - How can a Neural network learn basically anything!

•   Gradient descent | معادلات النيورال نيتورك - The Math behind the neural network explained.

•   Neural Network without TensorFlow, PyTorch or SciKit-learn | النيورال نيتورك من الأَلِف الى الياء

Data analytics & BI

•   Streamlit Basics Pt.1 - Setting Up & Data Viz

•   Streamlit Basics Pt.2 - Multi-pages & Deployment

Data Engineering & Data Mining

•   HTTP Request - Request Library

•   Web Scraping - Beautiful Soup Library

•   Rapid Web scraping using AsyncIO - AsyncIO & AIOHTTP