Machine Learning with Google Colab

A quick start guide to Google Colab

Nowadays there are different tools to run code on a PC, you can use an IDE (Integrated Development Environment), a CLI (Command Line Interface) with the proper software installed or you can use notebooks...

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Linear Regression from Scratch

What is Linear Regression?

Linear Regression is a statistical model and a supervised algorithm; we use it to predict linear value, this means that we try to fit a line...

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Data Science Methodology 101

How can a Data Scientist organize his work?

Every Data Scientist needs a methodology to solve data science’s problems. For example, let’s suppose that you are a Data Scientist...

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Anomaly Detection with MIDAS

How can we detect anomalies more accurately and faster?

Anomaly detection in graphs is a severe problem finding strange behaviors in systems, like intrusion detection, fake ratings...

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Federated Learning and Privacy-preserving AI

Keep users' privacy safe and your model well trained

Last month I was searching for some technique to use in my new project, then, I found something about getting trained data...

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