https://github.com/abidshafee/datascienceyoutubetutorials

This repository holding some python notebooks which I made to cast some of my practical data science projects on YouTube
https://github.com/abidshafee/datascienceyoutubetutorials

cs cs-school data-science deep-learning deep-neural-networks machine-learning shafekul-abid video-tutorials youtube youtube-channel

Last synced: about 2 months ago
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This repository holding some python notebooks which I made to cast some of my practical data science projects on YouTube

• Host: GitHub
• URL: https://github.com/abidshafee/datascienceyoutubetutorials
• Owner: abidshafee
• Created: 2020-09-05T11:56:11.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-04-02T11:02:34.000Z (almost 4 years ago)
• Last Synced: 2024-11-15T01:43:58.410Z (about 2 months ago)
• Topics: cs, cs-school, data-science, deep-learning, deep-neural-networks, machine-learning, shafekul-abid, video-tutorials, youtube, youtube-channel
• Language: Jupyter Notebook
• Homepage: https://www.youtube.com/channel/UCaHIYtEh4EmVIGwca0pnfYg
• Size: 15.8 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# DataScienceYouTubeTutorials

This Repository will hold Data Science code I 've shown in my video tutorials in 

 - [YouTube channel](https://www.youtube.com/channel/UCaHIYtEh4EmVIGwca0pnfYg)

   - [Label Encoding](https://youtu.be/kW1Sm8S1Jf0)

   - [Optimizing input Parameters for Machine Learning Models | Correlation Matrix | ExtraTreesRegressor()](https://youtu.be/dtK7XNn9x9c)

   - [Breast Cancer Prediction Model Using Artificial Neural Network (ANN) | Keras Sequential](https://youtu.be/wk5Y5tP4NhU)

   - [Principal Component Analysis | PCA 2D Graph | Scatter-plot with Legends](https://youtu.be/vt13NPz4_Es)

   - [Hierarchical Clustering | Unsupervised Cluster Analysis | Python Implementation](https://youtu.be/g27eRAe5ylw)

   - [K Nearest Neighbor | KNN | sklearn KNeighborsClassifier](https://youtu.be/Tq5QVLuwbBE)

Read Our Blog on: 

  - [Hierarchical Clustering](https://csschoolonline.xyz/hierarchical-clustering-python-implementation/)

  - [Overfitting and Underfitting](https://csschoolonline.xyz/overfitting-and-underfitting-dataset-high-variance-and-high-bias/)

  - [Principal Component Analysis](https://csschoolonline.xyz/principal-component-analysis-pca-2d-graph-scatter-plot-with-legends/)

  - [K Nearest Neighbor | KNN ](https://csschoolonline.xyz/k-nearest-neighbor-knn-sklearn-kneighborsclassifier/)

  - [Breast Cancer Prediction Model | Keras Sequential Model](https://csschoolonline.xyz/breast-cancer-prediction-model-keras-sequential-model/)