A curated list of awesome things related to Applied Data Science
- A Bayesian Way of Choosing a Restaurant
- ChatGPT and Bing AI might already be obsolete, according to a new study
- Density Kernel Depth for Outlier Detection in Functional Data
- How To Study
- Kop of munt: puur toeval?
- Lasso Regression Fundamentals and Modeling in Python
- Mathematics for Data Science
- My Life Stats: I Tracked My Habits for a Year, and This Is What I Learned
- PCA and kernel PCA explained
- Peeking inside SVM’s box of pandora
- Principal Component Analysis
- Quadratic Programming in SVM
- Running demand forecasting machine learning models at scale
- Stochastic Gradient Descent: Math and Python Code
- Understanding Data Drift and Model Drift
- Untangling Why Knots Are Important
- 99 Variations on a Proof
- Hands-On Machine Learning with Scikit-Learn & TensorFlow
- Practical Statistics for Data Scientists
- Pattern Recognition and Machine Learning
- 10 weird algorithms
- Accept-Reject Sampling: Data Science Concepts
- Casual DAG's 101
- Decision and Classification Trees, Clearly Explained!
- Frequentism and Bayesianism: What's the Big Deal?
- Gaussian Mixture Models
- Gradient Descent, Step-by-Step
- Happy Halloween (Neural Networks Are Not Scary)
- How to systematically approach truth - Bayes' rule
- Maximum Likelihood, clearly explained
- Overview of Quadratic Programming (QP)
- ROC and AUC, Clearly Explained!
- Singular Value Decomposition
- StatQuest: Logistic Regression
- StatQuest: Random Forests Part 1 - Building, Using and Evaluating
- Stochastic Gradient Descent, Clearly Explained!!!
- Support Vector Machines Part 1 (of 3): Main Ideas!!!
- The Bayesian Workflow: Building a COVID-19 Model
- The Most Useful Curve in Mathematics
- The Normal Distribution, Clearly Explained
- Why do we multiply matrices the way we do?
- Frequentism and Bayesianism: What's the Big Deal?
- Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting
- Toolformer: Language Models Can Teach Themselves to Use Tools
- Consensus
- Desmos
- GeoGebra - Graphing Calculator
- Hugging Face - The AI community building the future
- Quizizz
- Process #general channel
- Process #statistics channel (timestamp: 2024-02-13 10:13:00)
- Process #tech-python channel