The Software & Data Spectrum
Ivan HWeekly dose of educational content in the fields of tech
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 54 | Founded | 3 years ago | Last Issue | 3 years ago |
| Active | |||||
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A General Guide to Machine Learning (Part Three Final)
Practice
Sometimes when you're trying to teach a program to tell things apart, it doesn't have a lot of examples of a specific thing. When you use something like SVM, you can say how bad it is when the computer gets it wrong. Since th...
A General Guide to Machine Learning (Part Two)
Gradient Descent
Gradient Descent is sensitive to the choice of learning rate alpha. It’s also slow for large data sets. There are, however, improvements to this algorithm. One of them is the minibatch stochastic gradient descent. Thi...
A General Guide to Machine Learning (Part One)
Machine learning is about building algorithms that are useful. They rely on a collection of examples of some phenomenon. Machine learning can also be defined as a process of solving a problem by gathering a dataset, and then building a stat...
Doing Data Analysis with SQL (Part Three End)
Anomaly Detection
An anomaly is something that is different from other members of the same group. Anomalies have one of two sources: real events that are extreme, or errors introduced during data collection or processing. That is why u...
Doing Data Analysis with SQL (Part Two)
Shaping Data
Shaping data refers to manipulating how data is represented in columns and rows Each table has a shape. The result set of each query has a shape.
An important concept in shaping data is figuring out the granularity of da...
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