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๐Ÿค– Machine Learning Tutorials Repository ๐Ÿค–

patchy631 / machine-learning

1,513 292 Language: Jupyter Notebook License: MIT Updated: 3mo ago

README

๐Ÿค– Machine Learning Tutorials Repository ๐Ÿค–

Welcome to the Machine Learning Tutorials Repository! This is the go-to spot for all the code associated with my Twitter tutorials. If you're passionate about diving deep into the realms of Machine Learning and exploring various topics, you're in the right place!

Star history ๐ŸŒŸ

Star History Chart

๐Ÿ“˜ Topics Covered

  1. ๐Ÿ Python: The core language for almost all things Machine Learning.
  2. ๐Ÿ–ผ๏ธ Computer Vision: Techniques, algorithms, and methods to give machines the ability to see and interpret visual data.
  3. ๐Ÿ“œ NLP (Natural Language Processing): Delve into the world of words and understand how machines can comprehend, interpret, and respond to human languages.
  4. ๐Ÿ“Š Matplotlib: Visualize your data and results with one of the most popular plotting libraries.
  5. ๐Ÿ”ข NumPy: Master the art of numerical computing with Python.
  6. ๐Ÿผ Pandas: The ultimate tool for data analysis in Python.
  7. ๐Ÿš€ MLOps: Learn about the best practices, tools, and services to manage end-to-end ML lifecycle.
  8. ๐Ÿง  LLMs (Large Language Models): Dive deep into state-of-the-art models that understand and generate human-like text.
  9. ๐Ÿ”ฅ PyTorch/TensorFlow: Get to grips with the two dominant deep learning frameworks.

๐Ÿš€ Getting Started

  1. Clone the Repository:
     git clone https://github.com/patchy631/machine-learning
  2. Navigate to the Repository:
     cd machine-learning
  3. Install Required Libraries:
     pip install -r requirements.txt

Note: Make sure you have Python installed on your system. If not, download and install Python.

๐Ÿค Contribution Guidelines

Contributions are always welcome! Whether it's fixing bugs, improving documentation, or adding new tutorials, your efforts will be appreciated. Please ensure you follow the contribution guidelines outlined in CONTRIBUTING.md.

๐Ÿ“ฑ Connect with Me

Follow me on Twitter for more tutorials and updates: @akshay_pachaar

๐Ÿ“œ License

This project is licensed under the MIT License. See the LICENSE.md file for details.

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