Machine Learning

How to Debug PyTorch Source Code

deeplizard teaches us how to set up debugging for PyTorch source code in Visual Studio Code. Content index: 00:00 Welcome to DEEPLIZARD – Go to deeplizard.com for learning resources 00:27 Visual Studio Code 00:55 Python Debugging Extension 01:30 Debugging a Python Program 03:46 Manual Navigation and Control of a Program 06:34 Configuring VS Code to […]

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PyTorch DataLoader Source Code – Debugging Session

deeplizard debugs the PyTorch DataLoader to see how data is pulled from a PyTorch data set and is normalized. We see the impact of several of the constructor parameters and see how the batch is built. Content index: 0:00 Welcome to DEEPLIZARD – Go to deeplizard.com 0:45 Overview of Program Code 3:12 How to Use […]

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Deep Learning Python

PyTorch Dataset Normalization

deeplizard teaches us how to normalize a dataset. We’ll see how dataset normalization is carried out in code, and we’ll see how normalization affects the neural network training process. Content index: 0:00 Video Intro 0:52 Feature Scaling 2:19 Normalization Example 5:26 What Is Standardization 8:13 Normalizing Color Channels 9:25 Code: Normalize a Dataset 19:40 Training […]

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Interesting Science

How to Learn Anything–the First 20 Hours

Here’s a great TEDx talk about the nature of learning and acquiring new skills. Josh Kaufman is the author of the #1 international bestseller, ‘The Personal MBA: Master the Art of Business’, as well as the upcoming book ‘The First 20 Hours: Mastering the Toughest Part of Learning Anything.’ Josh specializes in teaching people from […]

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Covid Pandemic Interesting

Why Kids Write Letters Backward

As the pandemic has closed schools and I’ve become an impromptu teacher. I have always wondered why kids write letters backwards. Vox explains in detail.

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How to Become an Artificial Intelligence Developer?
AI Career

How to Become an Artificial Intelligence Developer?

As AI adoption increases across industries, new job roles are being created to actualize this technology. A report by Indeed indicates that AI and ML related jobs increased almost a hundredfold between 2015 and 2018. Other newer roles will certainly come up in the future as the field grows and matures. Here’s a great compilation […]

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Getting into Deep Learning? Here are 5 Things you Should Absolutely Know
AI Deep Learning

Ramping Up on Deep Learning? Here are 5 Things to Know

Deep learning can be a complex and daunting field for newcomers. Concepts like hidden layers, convolutional neural networks, backpropagation keep coming up as you try to grasp deep learning topics. Most people are put off of the math alone. Despite what you have been led to believe, you don’t need an advanced degree or a […]

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Neural Networks

Neural Networks and Linear Regression

On Friday, someone asked me about linear regression with neural networks.  I didn’t have a good answer – I knew that you *could* do linear regression but neural networks, but never had actually done it in practice. Promising to learn more, I came across this video by giant_neural_network on YouTube.

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Best Python Course on Udemy

Best Python Courses on Udemy

Are you interested in learning Python? We live in a time unique in human history, there are numerous of course options at all skill levels and price points. You can acquire the tools and knowledge you need at a price that’s affordable for you. There are tons of course options at all skill levels and price […]

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