/TensorFlow-for-DeepLearning

TensorFlow for Deep Learning

Primary LanguageJupyter NotebookMIT LicenseMIT

Comprehensive Learning Paths for Machine Learning Engineers, Data Science & AI Engineers

Welcome to the repository where you can find various resources and structured learning paths for artificial intelligence, deep learning, data science, and machine learning.

Courses

A. TensorFlow Deep Learning

  • Introduction to TensorFlow for Deep Learning with Udacity
  • In-depth tutorials and exercises to gain practical skills

B. Machine Learning Interview Preparation

  • Comprehensive material for interview preparation
  • Guides and quizzes to test your knowledge

C. Data Structures and Algorithms in Python

  • Implementations and explanations of fundamental data structures and algorithms
  • Challenge problems to improve your coding skills

D. Data Science Interview Preparation

  • Tailored content for aspiring data scientists
  • Interview questions from basic to advanced levels

E. Data Science on AWS Cloud with Coursera

  • Specialization in managing and analyzing data on AWS
  • Hands-on labs and projects

F. Deep Learning Specialization

  • Deep dive into deep learning concepts
  • Projects and case studies to solidify understanding

G. DeepLearning.AI Courses

  • Courses by DeepLearning.AI
  • Latest advancements and practical assignments

H. Hugging Face

  • Exploring transformer models with Hugging Face
  • Tutorials for implementing state-of-the-art models

I. Google AI Learning Path

  • Official Google AI resources
  • Comprehensive Q&A section for learners

K. Labs and Collaborations

  • Interactive Jupyter notebooks
  • Collaborations using Google Colab

L. Langchain

  • Integrating language models with blockchain technology
  • New paradigms in decentralized AI

M. 100 days of Python

  • Projects based in Python

Author

This repository is curated by Vibudh Singh, a passionate advocate for open education and a believer in sharing knowledge freely. With a background in [Your Background], [Your Name or Alias] has compiled these resources to help others on their journey to mastering AI and data science.

For any queries or discussions, feel free to reach out on LinkedIn or via email.

Contributions

Contributions are welcome! If you'd like to add more resources or improve existing ones, please send a pull request or open an issue.

License

This project is licensed under the [MIT liscense] - see the LICENSE file for details.

Acknowledgements

  • Thanks to all the content creators and educators whose resources are listed here.
  • Special mention to the AI and data science community for their continual support and inspiration.