Tag: artificial intelligence
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Introduction to data exchange
There’s a critical missing piece in most integration architectures that common ETL systems don’t solve, and it’s costing companies millions of dollars.
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The ultimate beginner’s guide to data scraping, cleaning, and visualization
If your model has acceptable results but isn’t amazing, take a look at your data! Cleaning and preprocessing your data will make your model a star.
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Getting started with Google Colab
Looking for free GPU? Google Colab has your back! Wondering how on earth to get it to work? You’re in the right place! Let me show you…
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The brilliant beginner’s guide to model deployment
The brilliant beginner’s guide to model deployment: a clear and simple roadmap for getting your machine learning model on the internet and doing something cool
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What is deep learning, and how does it work?
Sit back, relax, and get comfortable with cool concepts like neural networks, gradient descent, backpropagation, and more.
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Multiple linear regression in 4 lines of code!
Conquer the basics of multiple linear regression (and backward elimination!) and use your data to predict the future!
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Simple linear regression in four lines of code
Even you can build a machine learning model. (Yes, you!) Good data alone doesn’t always tell the whole story.
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Intro to deep learning
We live in a world where, for better and for worse, we are constantly surrounded by deep learning algorithms. In fact, you’re probably reading this article right now because a deep learning algorithm thinks you should see it.
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How to build an image classifier with greater than 97% accuracy
How do you teach a computer to correctly identify a flower when even you don’t know what it is? Let me show you!
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Data cleaning and preprocessing for beginners
If your data hasn’t been cleaned and preprocessed, your model does not work. Data preprocessing is the first step toward building a machine learning model.
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