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Mastering Feature Reduction: How mRMR Helps Machine Learning Models Cut Through the Noise

Apr 26, 2023 · 7 min read · A Little Introduction Imagine trying to find a needle in a haystack, but instead of one needle, you have thousands or hundreds, and each one looks almost identical. That's what it can feel like trying to select the most relevant features from a large...

9 Important Concepts You should Understand In Association Rule Learning

Jul 12, 2022 · 6 min read · Introduction In the world of data mining, at times you might want to know the relationship between various data items, which you as a human might not see easily and/or right away. This is where association rule learning algorithms come in. An easy wa...

Good Data Vs Big Data, Which is More Important?

Apr 25, 2022 · 4 min read · In this article, we'll be taking a break from math equations and lines of code to discuss a topic that comes up fairly often in the data industry. To have an overview of what we'll be discussing, do take a look at the table of contents at the beginni...

Mastering the Concept of LOGITS in Machine Learning

Apr 11, 2022 · 5 min read · Prerequisites: To fully grasp the contents of this article, some basic knowledge of the things listed below is needed; Artificial neural networks (ANN) TensorFlow Algebra Concepts that will be covered: Logit Function Sigmoid Function Softmax Funct...

Flask 101: Writing and Understanding Your First Flask Code

Mar 26, 2022 · 6 min read · When you hear flask, the first thing that might come to your mind is a water bottle but if a software engineer hears it, the first thing in their mind is web development. If you did think of a water bottle you're not so far from what the Flask framew...