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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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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!

February 10, 2025

PySpark: How to Drop a Column From a DataFrame

In PySpark, we can drop one or more columns from a DataFrame using the .drop("column_name") method for a single column or .drop(["column1", "column2", ...]) for multiple columns.

June 16, 2024

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

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

May 12, 2024

Building an ETL Pipeline with Airflow

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

May 3, 2024

Snowflake Snowpark: A Comprehensive Introduction

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

May 2, 2024

Databricks Tutorial: 7 Must-know Concepts For Any Data Specialist

Learn the most popular unified platform for big data analytics - Databricks. The tutorial covers the seven core concepts and features of Databricks and how they interconnect to solve real-world issues in the modern data world.

January 16, 2024

BigQuery Tutorial for Beginners: From Setup to First Query

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.

May 21, 2026

Lasso and Ridge Regression in Python Tutorial

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

March 25, 2022

Cloudera Hadoop Tutorial

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

March 4, 2022

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

December 4, 2024

Understanding Blockchains by Coding One in R

Implement a small blockchain in R and learn more about what a blockchain looks like and some of the core concepts behind it!

February 8, 2018

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!

December 4, 2024