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Data Science Tutorials

Advance your data career with our data science tutorials. We walk you through challenging data science functions and models step-by-step.
Artificial Intelligence (AI)

A Comprehensive Guide to Databricks Lakehouse AI For Data Scientists

This tutorial dives into the Databricks approach to AI & Machine Learning in the Databricks Lakehouse and introduces its latest features.

Arunn Thevapalan

January 30, 2024

Artificial Intelligence (AI)

Mastering Backpropagation: A Comprehensive Guide for Neural Networks

Dive into the essentials of backpropagation in neural networks with a hands-on guide to training and evaluating a model for an image classification use scenario.
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Zoumana Keita

December 27, 2023

Python

Mastering Shiny for Python: A Beginner’s Guide to Building Interactive Web Applications

Explore the basics of Shiny for Python so you can start making interactive dashboards and web applications with this new library quickly!
Amberle McKee's photo

Amberle McKee

December 15, 2023

Data Science

A Comprehensive Introduction to Anomaly Detection

A tutorial on mastering the fundamentals of anomaly detection - the concepts, terminology, and code.
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Bex Tuychiev

November 28, 2023

Data Science

Functional Programming vs Object-Oriented Programming in Data Analysis

Explore two of the most commonly used programming paradigms in data science: object-oriented programming and functional programming.
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Amberle McKee

November 22, 2023

Data Science

Chroma DB Tutorial: A Step-By-Step Guide

With Chroma DB, you can easily manage text documents, convert text to embeddings, and do similarity searches.
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Abid Ali Awan

August 31, 2023

Data Science

A Data Scientist’s Guide to Signal Processing

Uncover actionable insights hidden in complex signal data by filtering noise, choosing appropriate visualizations, finding patterns in the time- and frequency-domain, and more using signal processing.
Amberle McKee's photo

Amberle McKee

August 11, 2023

Python

Python pandas tutorial: The ultimate guide for beginners

Are you ready to begin your pandas journey? Here’s a step-by-step guide on how to get started.
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Vidhi Chugh

May 30, 2023