Data Science Python

Thomas Bierhance: Polars – make the switch to lightning-fast dataframes

In this talk from PyData, get a report on our experiences switching from Pandas to Polars in a real-world ML project. Polars is a new high-performance dataframe library for Python based on Apache Arrow and written in Rust. We will compare the performance of polars with the popular pandas library, and show how polars can […]

Read More

Python Decorators: A Comprehensive Guide

Socratica explains the purpose and function of decorators in Python. Python decorators are “syntactic sugar” that makes it easy to add new features to a function or class without changing its code. To understand decorators, and to write your own, you’ll learn how in Python, functions are “first class citizens” and how functions can be […]

Read More
AI Generative AI

Exploring Diffusion Models: AI Art Taking the World by Storm

This video is from deeplizard covers the emerging world of AI generated art. This is a preview lesson from the deeplizard course, AI Art For Beginners – Stable Diffusion Crash Course! This course is a hands-on AI project-based course where we’ll be learning-by-doing via hands-on activities, implementing examples, and an end of course project. Our […]

Read More

Ray Dalio’s Principles for Success: Learn in 30 Minutes

This video is from Principles by Ray Dalio. Join me on a thought-provoking adventure in my new animated mini-series, Principles for Success. I’ve taken my book Principles, and distilled it into a 30 minute ultra mini series that focuses on the life principles that have helped me the most.

Read More
Natural Language Processing

Discovering Inspirational Insights in Motivational Sports Speeches Using Data Science

PyData presents this talk on Discovering Inspirational Insights in Motivational Sports Speeches Using Data Science. nspirational sports speeches have motivated and reinvigorated folks for years. Whether you’re a developer or an athlete, they’ve withstood the journey because even the smartest, the bravest, and the most resilient need some encouragement on occasion. During our time together, […]

Read More
Red Hat

How Boston University elevates learning with Red Hat OpenShift

In this video is from OpenShift, Jonathan Appavoo, Associate Professor at Boston University, explains how he built an innovative, containerized lecture/lab education environment to teach the basics of computer science using Red Hat OpenShift Service on AWS and Red Hat OpenShift Data Science. Jonathan uses this containerized cloud services platform on AWS to provide a scalable, […]

Read More