Numpy

Python

NumPy vs SciPy

NumPy and SciPy are two Python libraries that on the surface, appear to overlap significantly, but there’s a reason: SciPy is actually built on top of NumPy. So where does SciPy add functionality beyond NumPy? In this video, Martin Keen explains how SciPy enhances NumPy by adding further functionality for more complex mathematical and scientific […]

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Python

How to Perform Financial Data Analysis with Python, Pandas, and NumPy

que8 shows us how to unleash the power of Python for financial data analysis with this comprehensive guide. Whether you’re a finance professional aiming to boost your data analysis skills, a data science enthusiast, or an aspiring analyst, this video will equip you with the necessary tools to excel in financial data analysis using Python.

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Career Google Machine Learning

Google has a Free Machine Learning Course

I’m often asked about the best place to learn machine learning and data science and, while the certification path I learned on is no more, there are still plenty of options. Python Programmer  does a high level overview of the Machine Learning Crash Course from Google. It’s free so, have a look.

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Python

NumPy: What Has Changed and What Is Going To Change

Learn what in NumPy has changed and what is going to change in this talk by Matti Picus at PyCon Israel 2019.

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AI Security

Defense Against Adversarial Attacks

Siraj Raval just posted this video on defending AI against adversarial attacks Machine Learning technology isn’t perfect, it’s vulnerable to many different types of attacks! In this episode, I’ll explain 2 common types of attacks and 2 common types of defenses using various code demos from across the Web. There’s some really dope mathematics involved […]

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Python

Python NumPy Tutorial for Beginners

In this hour long tutorial, learn the basics of the NumPy library in this tutorial for beginners. It provides background information on how NumPy works and how it compares to Python’s Built-in lists. It starts with the basics of creating arrays and then gets into more advanced stuff. The video covers creating arrays, indexing, math, […]

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