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Basic Concepts in Machine Learning
Last Updated on August 15, 2020 What are the basic concepts in machine learning? I found that the best way to discover and get a handle on the basic concepts in machine learning is to review the intro...
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6 Machine Learning Concepts for Beginners
Machine learning is a technique which combines traditional mathematics with modern powerful computational processing to learn patterns inherent in a data set. In machine learning, the goal is to…
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Foundational Concepts of Machine Learning
Machine Learning is an enticing and alluring field of study. Machine Learning is a subset of Artificial Intelligence and its algorithms revolve around mathematics. Machine Learning has transformed…
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Linear Algebra Concepts (For Machine Learning)
Machine learning at its base is complete and pure mathematics and logic. We can understand the logic and further implementing it depends on one’s own experience and creative thinking but for that, we…...
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Machine Learning, Part 1: Essential Concepts
When I was first learning about machine learning I found a lot of good explanations for isolated concepts: an algorithm, a subfield, a concept, etc. Over time these isolated explanations started…
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How to make an introduction to Machine Learning?
The fundamental idea of Machine Learning is to “somehow” teach a computer to decide or predict like a human-being, but how on earth a device consisting of some sorts of circuitry can even achieve…
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Machine Learning — What it is and why it should interest you!
Machine learning is the concept of using algorithms to identify patterns and / or make predictions based on an input data set. There are a wide range of algorithms available, each with their own…
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Machine Learning Basics — Part 1 — Concept of Regression
In this article I revisit the learned material from the amazing machine learning course by Andre Ng on coursera and create an overview about the concepts. All quotes refer to the material from the…
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An Introduction to Machine Learning: Basic Concepts
Abstract Machine learning, a field that enables computers to learn like humans, can be explained through examples. If you aim to predict house prices based on square footage, you can estimate prices b...
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Machine Learning Concept behind Linear Regression
Applying Linear Regression, a simple machine learning concept to predict CO2 pollution
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Every Machine Learning Pro knows these Concepts — Learn these & Land that Job!
Every Machine Learning Pro knows these Concepts — Learn these & Land that Job! ML Ideas & concepts I want you to learn before you apply for any interviews (These will surely increase your chances!) I...
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Workflow of a Machine Learning Project
Machine learning algorithms can learn from A to B or input to output mapping. If we take an example of a speech recognition software like Amazon Echo/Alexa, Google Home, Apple Siri which can be…
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