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  • Consulting
    • Machine Learning & Forecasting with Contact Form
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    • Statistical Analysis & Experiment Design
  • Training
    • Training Tailored to Your Team
    • Published Books on Data Science
  • Knowledge Sharing
Machine Learning Fundamentals 2

Machine Learning Fundamentals 2

by Giorgos Orphanos | Jun 30, 2024 | Case Studies, Knowledge, Trending insights

Machine Learning and Predictive Modeling So, what do we mean when we refer to Machine Learning? **Machine learning** is a part of artificial intelligence (AI) that focuses on developing algorithms that enable computers to learn from data and make predictions or...
Machine Learning Fundamentals 2

Machine Learning Process

by Giorgos Orphanos | Jun 30, 2024 | Case Studies, Knowledge, Trending insights

Although we can create a supervised machine learning algorithm in many different ways, it is suggested to keep in mind a specific workflow, which is applicable for supervised and unsupervised learning. This workflow is presented below: 1. Data Importation: Data...
Machine Learning Fundamentals 2

Understanding R: An Introduction to the Statistical Programming Language

by Giorgos Orphanos | Nov 5, 2023 | Case Studies, Knowledge, Trending insights

Before we start our discussion about how we can install and use R, let’s discuss something about R itself. Unlike other programming languages, such as C and Java, R was created by statisticians. More specifically, R was created by Ross Ihaka and Robert Gentleman...

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