Skip to main content
learning data science

Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
Discover categories
Data Engineering

What is Terraform? Get Started With Infrastructure as Code

Read our step-by-step beginner's guide to using Terraform, and learn how to efficiently automate and manage your Azure, AWS, and Google Cloud infrastructure.
Marie Fayard's photo

Marie Fayard

July 12, 2024

Data Engineering

The Complete Guide to Data Warehousing on GCP with BigQuery

Discover how Google BigQuery provides scalable, flexible, and cost-effective data warehousing and analytics solutions that seamlessly integrate with other GCP services.
Josep Ferrer's photo

Josep Ferrer

July 11, 2024

Artificial Intelligence (AI)

Chain-of-Thought Prompting: Step-by-Step Reasoning with LLMs

Unlock the full potential of Large Language Models (LLMs) with our guide on Chain-of-Thought (CoT) prompting. Learn how to enhance reasoning and problem-solving abilities in LLMs.
Andrea Valenzuela's photo

Andrea Valenzuela

July 10, 2024

Artificial Intelligence (AI)

GPT-4o and LangGraph Tutorial: Build a TNT-LLM Application

This article presents a practical guide to implementing TNT-LLM, a framework that automates taxonomy generation and text classification using LLMs, demonstrated through a news article clustering example with GPT-4 and LangGraph.
Ryan Ong's photo

Ryan Ong

July 10, 2024

Artificial Intelligence (AI)

MatMul-Free vs MatMul LLMs: Speed and Memory Consumption

This article compares the performance of MatMul-free and traditional large language models in terms of speed and memory usage.
Dimitri Didmanidze's photo

Dimitri Didmanidze

July 10, 2024

Python

Python yield Keyword: What Is It and How to Use It?

The yield keyword in Python turns a regular function into a generator, which produces a sequence of values on demand instead of computing them all at once.
Stephen Gruppetta's photo

Stephen Gruppetta

July 10, 2024

Artificial Intelligence (AI)

Prompt Chaining Tutorial: What Is Prompt Chaining and How to Use It?

Prompt chaining is a technique that involves breaking down a complex task into a series of smaller, interconnected prompts, where the output of one prompt serves as the input for the next, guiding the LLM through a structured reasoning process.
Ana Rojo-Echeburúa's photo

Ana Rojo-Echeburúa

July 9, 2024

Python

NumPy 2.0 Release: Key Changes and Migration

Find out all the new features and changes made in the NumPy 2.0 update.
Austin Chia's photo

Austin Chia

July 8, 2024

Data Engineering

How to Set Up and Configure AWS: A Comprehensive Tutorial

Learn how to set up and configure your AWS account for the first time with this comprehensive tutorial. Discover essential settings, best practices for security, and how to leverage AWS services for data analysis and machine learning.
Joleen Bothma's photo

Joleen Bothma

July 8, 2024