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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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Artificial Intelligence

Zero-Shot Prompting: Examples, Theory, Use Cases

Zero-shot prompting is a technique in which an AI model is given a task or question without any prior examples or specific training on that task, relying solely on its pre-existing knowledge to generate a response.
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Dr Ana Rojo-Echeburúa

July 21, 2024

Python

What is Manhattan Distance?

Learn how to calculate and apply Manhattan Distance with coding examples in Python and R, and explore its use in machine learning and pathfinding.
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Vinod Chugani

July 17, 2024

Python

Python: Remove Duplicates From A List (Five Solutions)

To remove duplicates from a Python list while preserving order, create a dictionary from the list and then extract its keys as a new list: list(dict.fromkeys(my_list)).
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Stephen Gruppetta

July 16, 2024

Artificial Intelligence

Building User Interfaces For AI Applications with Gradio in Python

Learn how to convert technical models into interactive user interfaces with Gradio in Python.
Bex Tuychiev's photo

Bex Tuychiev

July 15, 2024

Python

How to Upgrade Python and Pip in Windows, MacOS, and Linux

Read our step-by-step instructions for how to upgrade Pip and Python on Windows, macOS, and Linux. Keep your environment up-to-date and compatible.
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Samuel Shaibu

July 15, 2024

Artificial Intelligence

RAG vs Fine-Tuning: A Comprehensive Tutorial with Practical Examples

Learn the differences between RAG and Fine-Tuning techniques for customizing model performance and reducing hallucinations in LLMs.
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Abid Ali Awan

July 14, 2024

Data Engineering

The Complete Guide to Data Version Control With DVC

Learn the fundamentals of data version control in DVC and how to use it for large datasets alongside Git to manage data science and machine learning projects.
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Bex Tuychiev

July 14, 2024