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Educational content, tutorials, and insights on mathematics, AI, and data science

Gaussian Processes Explained: A Visual Introduction
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Machine Learning
1,245
Gaussian Processes Explained: A Visual Introduction

A comprehensive tutorial on understanding Gaussian Processes with interactive visualizations and practical examples.

April 2, 2024
Deep Reinforcement Learning for Beginners: Video Tutorial Series
Video
Reinforcement Learning
2,389
Deep Reinforcement Learning for Beginners: Video Tutorial Series

A step-by-step video tutorial series on implementing Deep Reinforcement Learning algorithms from scratch.

March 15, 2024
Introduction to Functional Data Analysis with R
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Statistics
876
Introduction to Functional Data Analysis with R

Learn the fundamentals of Functional Data Analysis and how to implement key techniques using R.

February 28, 2024
PyTorch for Mathematical Researchers: Video Guide
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Deep Learning
1,532
PyTorch for Mathematical Researchers: Video Guide

A comprehensive video guide on using PyTorch for implementing mathematical models in research.

February 10, 2024
Explainable AI Techniques: From Theory to Implementation
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Explainable AI
1,089
Explainable AI Techniques: From Theory to Implementation

Explore various techniques for making AI models more interpretable and transparent.

January 25, 2024
Graph Neural Networks Explained: Video Tutorial
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Deep Learning
1,876
Graph Neural Networks Explained: Video Tutorial

A visual explanation of Graph Neural Networks with code examples and applications.

January 12, 2024
Mathematical Foundations of Machine Learning
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Mathematics
2,145
Mathematical Foundations of Machine Learning

A deep dive into the essential mathematical concepts behind modern machine learning algorithms.

December 18, 2023
Bayesian Methods in Machine Learning: Video Series
Video
Bayesian Statistics
1,654
Bayesian Methods in Machine Learning: Video Series

Learn how to apply Bayesian methods to machine learning problems with practical examples.

December 5, 2023
Time Series Analysis with Python: A Comprehensive Guide
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Statistics
1,456
Time Series Analysis with Python: A Comprehensive Guide

Learn how to analyze and model time series data using Python and its libraries.

November 20, 2023
Natural Language Processing with Transformers: Video Series
Video
Natural Language Processing
1,987
Natural Language Processing with Transformers: Video Series

A step-by-step video series on implementing NLP models using transformer architectures.

November 5, 2023
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