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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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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...

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How to setup NVIDIA GPU laptop with Ubuntu for Deep Learning (CUDA and CuDNN)

See the corresponding YouTube video lecture here: https://youtu.be/3r5eNV7WZ6g In this article, I will teach you how to setup your NVIDIA GPU...

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What Level of Probability for Machine Learning?

LINK TO THE VIDEO: https://www.youtube.com/watch?v=5Iq7tcrTnWA In this video, I describe the different levels of probability, and which is the...

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Data Science Interview Questions: Random Walk Hypothesis and Stock Price Prediction

Welcome to another episode of Data Science Interview Questions! In this episode, I discuss the Random Walk Hypothesis and Stock Price...

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BLACK FRIDAY / CYBER MONDAY 2019 — Deep Learning and Artificial Intelligence in Python

Yearly Black Friday sale is HERE! As I always tell my students - you never know when Udemy's next "sale drought" is going to be - so if you are on...

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Beginner’s guide to debugging (programming, data science, machine learning)

In this post, I will discuss some common techniques I use for debugging that have helped me immensely in my years as a data scientist and software...

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Tensorflow 2.0 is here! Get the VIP version now

Tensorflow 2.0 is here! ***FINAL UPDATE*** Old coupon no longer works. Use this one...