Posts
Football
- Drawing a Player Pass Map - 29 July 2019
- How to save a penalty : the truth about football's toughest shot - 28 April 2018
- The rise and fall of Claudio Ranieri - 28 February 2017
- Beautiful and Mathematical : Football as a numbers game - 16 September 2016
- Football managers : a career of two halves - 04 September 2016
- How Diego Simeone's Atletico Madrid defy the odds and gods - 24 April 2016
Statistics
- Moving Average Process - 02 October 2024
- Random Walk Process - 23 September 2024
- Uplift Model - 13 January 2024
- Bayes Filter - 17 December 2023
- Label Spreading - 23 April 2023
- Recurrent Neural Network - 20 December 2022
- Multi-Armed Bandit Problem - 19 November 2022
- Bayesian A/B Test - 16 October 2022
- Cox Proportional-Hazard Model - 01 May 2022
- Granger Causality - 24 April 2022
- Regression Spline - 28 February 2022
- Factorization Machines - 08 February 2022
- Bayes by Backprop - 16 January 2022
- Dirichlet Process Mixture Model - 01 January 2022
- Concept of Dirichlet Process - 20 December 2021
- Concept of Hidden Markov Model 2 - 27 September 2021
- Concept of Hidden Markov Model - 17 September 2021
- Accelerated Failure Time Model - 30 August 2021
- Concept of Survival Analysis - 25 August 2021
- Latent Dirichlet Allocation(2) - 15 August 2021
- Bayesian Optimization - 03 August 2021
- Gaussian Process - 11 July 2021
- Permutation Feature Importance - 23 May 2021
- Partial Dependence Plot - 09 May 2021
- Content Based Filtering - 13 April 2021
- Latent Dirichlet Allocation(1) - 15 March 2021
- TF-IDF - 10 March 2021
- Overcoming Imbalanced Class Data - 03 March 2021
- Bayesian Linear Regression - 15 February 2021
- Gaussian Mixture Model - 24 January 2021
- Kernel Support Vector Machine - 18 January 2021
- Model Evaluation Metrics - 13 January 2021
- Naive Bayes Classifier - 28 December 2020
- Posterior Predictive Distribution - 22 December 2020
- Principal Component Analysis - 18 December 2020
- Soft Margin by using Slack Variables - 01 December 2020
- Basic of Support Vector Machine - 29 November 2020
- Logistic Regression - 19 October 2020
- Basic of Convolutional Neural Network - 11 October 2020
- Basic of Neural Network - 28 September 2020
- Markov Chain Monte Carlo - 04 August 2020
- Basic of Boosting - 14 July 2020
- Concept of Collaborative Filtering - 29 June 2020
- EM Algorithm - 27 June 2020
- Cluster Analysis - 12 June 2020
- Hyperparameter Tuning - 06 June 2020
- Cross-Validation - 31 May 2020
- Bias-Variance Trade-Off - 16 April 2020
- Bagging and Random Forest - 30 March 2020
- Basic of Decision Tree - 30 March 2020
- Causal Inference - 01 August 2019
- Concept of Bayesian Network 2 - 26 July 2019
- Concept of Bayesian Network 1 - 25 July 2019
- Probit model - 06 July 2019
- Metropolis-Hastings Algorithm - 21 June 2019
- Variational Inference - 26 May 2019
- Gibbs Sampler - 22 May 2019
- Shrinkage Estimation - 15 April 2019
- Basic of Linear Regression - 13 April 2019
Data
- Web Crawling - 11 May 2022
- Regular Expression - 11 May 2022
- Concept of Python's Class - 16 January 2022
- Pandas Cheating Sheet - 14 November 2021
- Open API - 26 April 2021