Welcome to My Obsidian MD-Based Website!
This website is built using Obsidian MD and contains a collection of topics related to machine learning. It serves as a personal knowledge base and garden for exploring various concepts in the field of machine learning.
About Obsidian
Obsidian is a powerful note-taking and knowledge management tool that allows users to create, organize, and navigate their notes in a flexible and intuitive way. It supports markdown formatting, backlinks, graph view, and many other features that make it ideal for building personal knowledge bases.
Topics Covered
The website covers a wide range of topics related to machine learning, including:
- Introduction to Machine Learning
- Types of Machine Learning Algorithms
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Deep Learning
- Neural Networks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Natural Language Processing (NLP)
- Computer Vision
- Time Series Analysis
- Model Evaluation and Validation
- Hyperparameter Tuning
- Feature Engineering
- Data Preprocessing
- Model Deployment
- Explainable AI
- Bias and Fairness in Machine Learning
- Ethics of AI
How to Use
You can navigate through the topics using the links provided in the sidebar or by using the search functionality. Each topic page contains detailed explanations, examples, and resources to help you understand and explore the concepts further.
Contributing
Contributions to this website are welcome! If you have any suggestions, corrections, or new topics to add, feel free to open an issue or submit a pull request.
License
This project is licensed under the MIT License.
Sponsors
