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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.
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PyTorch Lightning: A Comprehensive Hands-On Tutorial

This comprehensive, hands-on tutorial teaches you how to simplify deep learning model development with PyTorch Lightning. Perfect for beginners and experienced developers alike, it covers environment setup, model training, and practical examples.
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Bex Tuychiev

14 Temmuz 2024

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.
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Josep Ferrer

11 Temmuz 2024

Qwen (Alibaba Cloud) Tutorial: Introduction and Fine-Tuning

Qwen is a family of large language and multimodal models developed by Alibaba Cloud, designed for various tasks like text generation, image understanding, and conversation.
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Dr Ana Rojo-Echeburúa

11 Temmuz 2024

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.
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Andrea Valenzuela

10 Temmuz 2024

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.
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Dimitri Didmanidze

10 Temmuz 2024

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.
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Ryan Ong

10 Temmuz 2024

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.
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Stephen Gruppetta

10 Temmuz 2024

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.
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Dr Ana Rojo-Echeburúa

9 Temmuz 2024

NumPy 2.0 Release: Key Changes and Migration

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

8 Temmuz 2024

Conditional Formatting in Excel: A Beginner’s Guide

Explore conditional formatting in Excel with simple to advanced examples and their best practices.
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Joleen Bothma

8 Temmuz 2024