Overview of mixed integer optimization and its algorithm and implementation in python
Mixed-Integer Optimization
Mixed integer optimization is a type of mathematical optimization and refers...
Overview of Hidden Markov Models and various applications and implementations
Machine learning with stochastic models (stochastic generative models)
Probabilistic generative models, al...
Uncertainty and Machine Learning Techniques
What is uncertainty?
Uncertainty refers to a state of uncertainty or information in which future events or...
Financial Engineering, Black-Scholes Model and Artificial Intelligence Technology
Financial Engineering
Financial engineering (FE) is the discipline that applies mathematical and statistical met...
Solving the Mysteries of Life through Mathematics
Mathematics and Life
Mathematics is the study of concepts and relationships among quantity, structure, space, ...
Overview of natural language processing and examples of various implementations
Overview of Natural Language Processing
Natural Language Processing (NLP) is the general term for technolo...
Overview of Support Vector Machines and Examples of Application and Various Implementations
Support Vector Machine Overview
Support Vector Machine (SVM) is a supervised learning algorithm widely u...
Overview of search systems and examples of implementations with a focus on Elasticsearch
Search System Overview
A search system will be a system that searches a database or information source b...
Various feature engineering methods and their implementation in python
Feature Engineering Overview
Feature engineering refers to the extraction of useful information from a data set...
Overview of automatic planning problems and reference books
Overview of automatic planning problems
An automatic programming problem is the problem of planning a seque...