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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

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.
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Amberle McKee

August 11, 2023

Python

High Performance Data Manipulation in Python: pandas 2.0 vs. polars

Discover the main differences between Python’s pandas and polars libraries for data science
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Javier Canales Luna

May 18, 2023

Data Science

How to Use Git Rebase: A Tutorial for Beginners

Discover what Git Rebase is and how to use it in your data science workflows.
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Javier Canales Luna

May 17, 2023

Artificial Intelligence (AI)

A Guide to Using ChatGPT For Data Science Projects

Learn how to use ChatGPT in a real-life end-to-end data science project. We will use it for project planning, data analysis, data preprocessing, model selection, hyperparameter tuning, developing a web app, and deploying it on the Spaces.
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Abid Ali Awan

March 20, 2023