https://github.com/simranjeet97/top-machine-learning-algorithms-python

This Repository contains the Machine Learning Algorithms with Mathematical Explanation behind them along with Implementation in Python.
https://github.com/simranjeet97/top-machine-learning-algorithms-python

data data-analysis data-science data-structures database machine machine-learning machine-learning-algorithms machine-learning-library machine-learning-playlist machinelearning machinelearning-python python python-programming python-script python3 youtube youtube-tutorial youtube-tutorial-series

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This Repository contains the Machine Learning Algorithms with Mathematical Explanation behind them along with Implementation in Python.

• Host: GitHub
• URL: https://github.com/simranjeet97/top-machine-learning-algorithms-python
• Owner: simranjeet97
• License: mit
• Created: 2021-04-13T09:06:14.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-03-03T13:15:24.000Z (over 1 year ago)
• Last Synced: 2023-03-08T18:47:35.518Z (over 1 year ago)
• Topics: data, data-analysis, data-science, data-structures, database, machine, machine-learning, machine-learning-algorithms, machine-learning-library, machine-learning-playlist, machinelearning, machinelearning-python, python, python-programming, python-script, python3, youtube, youtube-tutorial, youtube-tutorial-series
• Language: Jupyter Notebook
• Homepage:
• Size: 5.29 MB
• Stars: 4
• Watchers: 1
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# TopMachineLearning-Algorithms

This Repository contain the Machine Learning Algorithms with Mathematical Explanation behind them along with Implementation in Python.

## 🗂 Articles or Blogs on Machine Learning Algorithms - Fully Explained

- 📍 Linear Regression - https://lnkd.in/evx23x3r

- 📍 Confusion Matrix - https://lnkd.in/emuG3Xgh

- 📍 Logistic Regression - https://lnkd.in/eTPUJBrF

- 📍 Regularization Techniques in Machine Learning - https://lnkd.in/e84ZnYxy

- 📍 Support Vector Machines - https://lnkd.in/emur_6w5

### 📺 YouTube Videos List

#### 💢 Basics of Machine Learning 

- [What is Machine Learning ? | Top Machine Learning Algorithms | Data Science and Statistics | Python](https://youtu.be/Dez9YWLPc3A)

#### ⭕️ Regression Algorithms

- [Machine Learning - Linear Regression | Top Machine Learning Algorithms | Data Science and Statistics](https://youtu.be/CUV41LwCpjk)

- [Machine Learning - Polynomial Regression | Python | Top Machine Learning Algorithms | Data Science](https://youtu.be/MmwFGphQeo8)

- [Machine Learning - Multiple Linear Regression | Python | Top Machine Learning Algorithms Full Course](https://youtu.be/LMeW_ja3g4c)

- [Machine Learning - Problems in Polynomial Regression | Python | Top Machine Learning Algorithms](https://youtu.be/GF10XefNtWI)

##### 🌲 Decision Tree Algorithms

- [Machine Learning - What is Decision Tree? Working of Decision Tree | Top Machine Learning Algorithms](https://youtu.be/U3mlFqmEehs)

- [Machine Learning - Regression Tree vs Classification Tree | Top Machine Learning Algorithms | Python](https://youtu.be/UAyvU-NdKio)

- [How Decision Tree Decide from Where to Split | Top Machine Learning Algorithms | Python Data Science](https://youtu.be/jpobUO2dLow)

### More Video are Updated Daily, Keep Supporting and Subscribe the Youtube Channel.