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How to Build Your Own Computer Science Degree

Note: You can find the video lecture for this article at https://youtu.be/C-RZUWOBDpY     Summary of the video: The...

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Why does “how to succeed in this course” exist?

This lecture will answer a common beginner question: why does the lecture "how to succeed in this course" exist? Note that in some courses, this...

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New Exclusive Course: Linear Programming for Linear Regression in Python

If you've been to deeplearningcourses.com recently, you will have noticed that there is now a section for exclusive courses. These are courses...

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Beginners: How to get an infinite amount of practice and exercise in machine learning

One of the most common questions I get from beginners in machine learning is, “how do I practice what I’ve learned?” There are several ways...

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How to read course titles, for beginners

In this article, I hope to dispel some misconceptions about course titles, and to explain the convention I use. This is a rare mistake made by...

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Why you must learn what you’re coding before writing code

A very common beginner question is: "Why do I have to learn all this theory? Can't we just jump straight to the code?" Short answer: OH GOD...

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“What if I’m forgetful? Can you remind me?”

I always laugh when I hear this question. It's very funny to me, because it presumes that I'm able to predict what you will forget and...

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What Does “In-Depth” Mean?

In this short article, I am going to give a short description of what "in-depth" means, as it pertains to courses on machine learning and data...

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Data Science Interview Questions: Why “Logits” in Deep Learning Cross-Entropy Loss?

In this Data Science Interview Questions series, we're going to answer the question: Why do deep learning libraries have functions like...

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I meet the prerequisites, but I can’t understand your course. Why?

This article is part of the series "Common Beginner Questions". This article will answer the question, "I meet the prerequisites, but I can't...

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What does “appendix” mean?

In this article, we're going to discuss what the word "appendix" means and why you see this section in most of my courses. Firstly, I was...

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Machine Learning: College Student vs. Industry Professional? Academic Study vs. Business Impact?

One of the most common complaints I hear from students is: Why do I have to learn all this math? Why isn't there a library to do what I...

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SPECIAL SALE 90% OFF: Avoid public spaces; study Deep Learning

Hello deep learning and AI enthusiasts! As we all know, the near future is somewhat uncertain. With an invisible virus spreading around the world...

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What is the difference between epsilon-greedy and epsilon-soft policies?

Learn more about Reinforcement Learning in my course (75% off when you use the following link): Artificial Intelligence: Reinforcement...

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The Advanced Beginner Trap

In this article, I will describe what I call the "advanced beginner trap". TL;DR: Advanced beginners are beginners who have studied a little bit...

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All Data is the Same

In this brief post, I am going to discuss my motto, "all data is the same". Many years ago, when I began making courses, I created this motto because...