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Unleash Machine Learning: Build Artificial Neuron in Python (Udemy.com)

A journey into Machine Learning concepts using your very own Artificial Neural Network: Load, Train, Predict, Evaluate

4.3
145 reviews

Created by: Razvan Pistolea

Last updated October 2017

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What you will learn

  • Build from scratch your own Artificial Neural Network
  • Know the fundamentals of Machine Learning and ANN
  • Train your ANN using 3 different datasets with increasing complexity
  • Predict the correct output using your trained ANN
  • Evaluate the accuracy of your predictions
  • Use scikit-learn, numpy and opencv

How it compares

Against the other 155 rated Udemy courses in Machine Learning on CourseDuck:

  • Rating4.3 out of 5higher than 36% of them
  • Reviews145#117 of 156 by number of reviews
  • Length3 hoursshorter than 77% of them
  • Last updatedOctober 2017earlier than 95% of them

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Quality Score

Content Quality
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Video Quality
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Qualified Instructor
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Course Depth & Coverage
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Overall Score : 86 / 100

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Course Description

  • Cars that drive themselves hundreds of miles with no accidents?
  • Algorithms that recognize objects and faces from images with better performance than humans?
All possible thanks to Machine Learning!
In this course you will begin Machine Learning by implementing and using your own Artificial Neuronal Network for beginners.
In this Artificial Neuronal Network course you will:
  1. understand intuitively and mathematically the fundamentals of ANN
  2. implement from scratch a multi layer neuronal network in Python
  3. load and visually explore different datasets
  4. transform the data
  5. train you network and use it to make predictions
  6. measure the accuracy of your predictions
  7. use machine learning tools and techniques


Jump in directly:
  • All sourcecode and notebooks on public GitHub
  • Apply Machine Learning: section 4
  • Implement the ANN: section 3
  • Full ride: section 1, 2, 3, 4


Who this course is for:
  • SHOULD NOT: beginners in Python
  • SHOULD NOT: experts in Machine Learning
  • SHOULD: students that want to begin Machine Learning with concepts and tools
  • SHOULD: students who want to learn and gain insights into why Artificial Neural Networks are such a powerful and unique tool
Read More Beginner Beginner Level product length iconTime: 3h

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Instructor Details

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I am a Machine Learning Engineer, Deep Learning Engineer and even an Indie Game Developer with a Major in Compilers and a Master's degree in Artificial Intelligence from University Politehnica of Bucharest.
I am passionate about Games and Artificial Intelligence. I love to give life to A.I. agents in my project or my friend's projects and I want to teach you too.

Read More

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Reviews

4.3

145 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

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By Eddy Zhang

Too few contents.

By Filippo Cervellera

Bellissimo

By Nick S

Great course. Makes complex ideas seem simple :).

By Trim Bresilla

Quiet promising actually.

By Stormy Adams

This has a bit of a slow start, but I am thinking it will get better.

By Javier Macias

The exercises are simple, but very easy to understand

By Marc Block

What I am looking for

By Vule Wepa

Very good and useful for my research work! Keep it up!

By Zahir Alward

Informative!!!

By Jerry Farmer

Imformative!

By Munaf Sheikh

The author appears knowledgeable about the content. However, the slides are terrible and handwritten (the handwriting is not great), and it takes very long going through each slide. It would be nice to have properly designed slides. Also, author seems to be reading his material from somewhere. And the quotes are fun and interesting but really just a space and time filler. The biology lesson about the neurons in the brain is also just a waste of time.

I'd rate the course higher if the author cut out the fat and got straight to the point faster. And presentations? let's move off an overhead-projector where we watch you draw everything in real time and onto powerpoint/video

By Jake French

a little slow but overall very good

Showing 12 of 28 reviews

Unleash Machine Learning: Build Artificial Neuron in Python
Visit course on Udemy Write a review
  • Video Duration: icon 3h
  • Price: $19.99
  • Provider: icon Udemy
  • Updated: icon October 2017
  • Level: Beginner Beginner
  • Language: icon English
  • Certificate: icon Yes
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