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Big Data Tutorials

Learn how to implement the tools that data scientists are using to handle, process, & analyse big data. Gain insight to help upskill your career & team.
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Data Engineering

Apache Parquet Explained: A Guide for Data Professionals

This in-depth guide to Apache Parquet breaks it down with clear explanations, and hands-on code examples!
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Laiba Siddiqui

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Thalia Barrera

February 10, 2025

AWS

AWS Storage Tutorial: A Hands-on Introduction to S3 and EFS

The complete guide to file storage on AWS with S3 & EFS.
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Zoumana Keita

May 12, 2024

Data Engineering

Building an ETL Pipeline with Airflow

Master the basics of extracting, transforming, and loading data with Apache Airflow.
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Jake Roach

May 3, 2024

Big Data

Snowflake Snowpark: A Comprehensive Introduction

Take the first steps to master in-database machine learning using Snowflake Snowpark.
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Bex Tuychiev

May 2, 2024

Big Data

A Beginner's Guide to BigQuery

Learn what BigQuery is, how it works, its differences from traditional data warehouses, and how to use the BigQuery console to query public datasets provided by Google.
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Eduardo Oliveira

September 13, 2023

Python

Lasso and Ridge Regression in Python Tutorial

Learn about the lasso and ridge techniques of regression. Compare and analyse the methods in detail.
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DataCamp Team

March 25, 2022

Big Data

Cloudera Hadoop Tutorial

Learn about Hadoop ecosystem, the architectures and how to start with Cloudera.
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DataCamp Team

March 4, 2022

SQL

How to Use GROUP BY and HAVING in SQL

An intuitive guide for discovering the two most popular SQL commands to aggregate rows of your dataset
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Eugenia Anello

December 4, 2024

Python

Python Dictionary Comprehension: Essentials You Need to Know

Learn all about Python dictionary comprehension. Learn how you can use it to create dictionaries, to replace (nested) for loops or lambda functions with map(), filter(), reduce(), and more!
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Sejal Jaiswal

December 4, 2024