Blog & Tutorials
You will find below text and video tutorials, and insights on math, AI, ML and data science.
A step-by-step video tutorial series on implementing Deep Reinforcement Learning algorithms from scratch.
Learn the fundamentals of Functional Data Analysis and how to implement key techniques using R.
A simple explaination of projectiong points onto a hyperspace.
Learn how to integrate machine learning models with Flask to create robust, scalable web applications and REST APIs for real-world deployment.
Master the art of building production-ready machine learning APIs with FastAPI. From basic model serving to advanced async processing and containerized deployment.
Explore the fundamental principles of Bayesian machine learning, from basic probability theory to advanced applications in modern AI systems.
A rigorous mathematical proof showing that every continuous monotone function on an interval is a continuous bijection onto its range, with intuitive explanations and visual insights.
A comprehensive tutorial on understanding Gaussian Processes with interactive visualizations and practical examples.
A comprehensive tutorial on understanding Gaussian Processes with interactive visualizations and practical examples.
Learn the fundamentals of Functional Data Analysis and how to implement key techniques using R.