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sujonodamario
Apr 7, 20212 min read
Machine Learning Terminology and Basic Concept
Machine Learning uses many specific terminologies used for describing conditions or entities. This article aims to briefly explain common...
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sujonodamario
Apr 6, 20212 min read
Machine Learning: Introduction
Today Machine Learning is everywhere. From video recommendations, spam filters, voice recognition to self-driving cars, Machine Learning...
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sujonodamario
Apr 5, 20212 min read
What is K- Nearest Neighbor ?
K-Nearest Neighbor (KNN) is one of the simplest Machine Learning algorithms for supervised learning. KNN algorithm classifies unlabeled...
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sujonodamario
Apr 4, 20212 min read
K-Means Clustering
K-Means Clustering is an unsupervised learning algorithm for data grouping and categorized as partitioning clustering. K-means method...
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sujonodamario
Apr 3, 20212 min read
How to create Decision Tree?
The decision tree is type of classification method in machine learning for discrete-valued functions that contains two main entities:...
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sujonodamario
Apr 2, 20212 min read
Data Types in Python Programming Language
Data Types in Programming is a method of organizing information such that the program could use the data effectively. Common Data types...
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sujonodamario
Apr 1, 20212 min read
What is Bayesian Learning Concept ?
Bayesian Learning is a concept of probabilistic machine learning derived from the Bayes Theorem. The goal of machine learning is...
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sujonodamario
Mar 31, 20212 min read
Artificial Neural Networks
Artificial Neural Networks (ANNs) are machine learning algorithms inspired by biological neurons inside human brains. The neuron serves...
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sujonodamario
Mar 30, 20212 min read
What is Travelling Salesman Problem?
Travelling Salesman Problem (TSP) is one of the most popular data science and operational research problems. The problem seeks the...
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sujonodamario
Mar 29, 20212 min read
Engineering Economics: Time Value of Money
Every decision made by a company involves money and the goal of these decisions is to add value to the company. Engineering economy owns...
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sujonodamario
Mar 28, 20212 min read
Six Sigma: Introduction
Industrial Systems are a network of entities that creates products or services with added value from the raw materials. To maintain...
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sujonodamario
Mar 27, 20211 min read
Time Complexity and Heuristics Method Overview
In Operational Research, problems are modeled mathematically consisting of objective functions, decision variables, and constraints....
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sujonodamario
Mar 26, 20212 min read
What is Project Management?
All organizations or companies have daily activities and they also have ongoing projects. The main difference here is that a project is...
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sujonodamario
Mar 25, 20212 min read
Operations Research: Network Models
Network Models is another method to describe many optimization models with a graphical representation. This modelling is suitable for...
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sujonodamario
Mar 24, 20212 min read
Operations Research: Metaheuristics
Problems in Operations Research are divided into two types: P problems and NP-hard problems. P-hard problems are problems that have an...
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sujonodamario
Mar 23, 20212 min read
Just-In-Time Production System
Just-in-Time (JIT) Production System is a production method aiming to reduce production flow times; materials deliveries are scheduled...
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sujonodamario
Mar 22, 20212 min read
Human Factors: How Humans affect Industrial System
Humans are one powerful entity in a system since they have the abilities to control the system itself, hence it is important to...
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sujonodamario
Mar 21, 20212 min read
Facilities Planning
Facilities Planning is a crucial part of achieving supply chain excellence since it ensures how smooth the products’ movement from raw...
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sujonodamario
Mar 9, 20212 min read
PDCA (Plan-Do-Check-Action) Cycle
Improvement is always the core piece in Industrial Engineering and it is also crucial to enhance the current performance in a steady...
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sujonodamario
Mar 8, 20212 min read
Let's talk about Operations Research
Every organizations create decisions to pursue their goals on a regular basis: Whether they want to maximize profits, cutting costs or...
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