EE-Vibes (Electrical Engineering Lessons)

EEVibes: Learn Digital Logic, Embedded Systems, and Engineering Tools with real-world examples. Master the fundamentals! This channel tackles Linear Algebra, Digital Logic Design, Electronic Devices, Numerical Analysis, and Electromagnetic Field Theory - all the building blocks for electrical engineering success.
Unleash the power of digital design! We explore the logic behind it all with Digital Logic Design, while solidifying the foundation with Linear Algebra and Numerical Analysis. Plus, we'll delve into the fascinating world of Electronic Devices
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EE-Vibes (Electrical Engineering Lessons)

2 months ago | [YT] | 3

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EE-Vibes (Electrical Engineering Lessons)

Introduction to Naive Bayes Algorithm
The Naive Bayes algorithm is a simple, probabilistic machine learning method used for classification tasks. It’s based on Bayes’ Theorem, which calculates the probability of an event given prior knowledge. The “naive” part comes from its assumption that features (input variables) are independent of each other, which simplifies computations but may not always hold true in real-world data.

Main Idea Behind Naive Bayes Algorithm
The main idea behind Naive Bayes Algorithm is Bayes Theorem which is based on conditional probability and Bayes theorem.

Conditional Probability and Bayes Theorem
Conditional probability, important concept in probabilistic modeling, allows us to update probabilistic models when additional information is revealed.

Probability of even A given the event B:

eevibes.com/blog/introduction-to-naive-bayes-algor…

2 months ago | [YT] | 1

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EE-Vibes (Electrical Engineering Lessons)

What is the main function of a chopper in power electronics?

6 months ago | [YT] | 11

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EE-Vibes (Electrical Engineering Lessons)

Which semiconductor device is known as a "controlled rectifier"?

6 months ago | [YT] | 1

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EE-Vibes (Electrical Engineering Lessons)

Which of the following devices is most commonly used for high-power applications in power electronics?