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Essential Dos and Don'ts of Machine Learning
I have worked with several organizations over the years helping them implement machine learning (ML), often after failed attempts to…
Artificial Intelligence
Exploring artificial intelligence see how it works, where it's heading, and what it means for you.
43 posts
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Different Machine Learning Algorithms
Some of the most popular machine learning algorithms are:
* Decision trees
* K-nearest neighbor
* K-means clustering
* Regression analysis
* Naïve Bayes
These…
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Machine Learning Algorithms
There are four common approaches to machine learning:
* Supervised learning
* Unsupervised learning
* Semi-supervised learning
* Reinforcement learning
Within these different approaches,…
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The Impact of Artificial Intelligence in Business
Machine learning plays a key role in artificial intelligence. Machines can be fed large volumes of data and, through supervised…
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Choosing the Right Machine Learning Algorithm
You have data, and you have questions to answer and problems to solve. How do you go about using your…
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Regression in Machine Learning
Generally, machine learning can be used to analyze data in four different ways. Two of which are predictive and two…
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Cost Functions in Neural Networks
Machines often learn the same way humans do. They make mistakes and often pay the price for doing so. For…
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Supervised and Unsupervised Learning Algorithms
Like people, machines can learn through supervised and unsupervised machine learning, but human learning differs from machine learning. With humans,…
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The Intersection of Big Data and Machine Learning
In this newsletter, I take a deeper dive into the important role that big data plays in machine learning.
Key…
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The Differences Between Expert Systems and Machine Learning
Expert systems and machine learning are different approaches to artificial intelligence. The difference between the two boils down to how…
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Examples of Machine Learning
In an earlier newsletter I discuss how machine learning developed as a way to overcome certain limitations in the early…
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Supervised vs Unsupervised Learning
Like people, machines can learn through supervised or unsupervised learning. With supervised learning, a human labels the data. So the…