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Data Literacy

Introducing the State of Data & AI Literacy Report 2025

Learn how 500+ business leaders are adapting their workforce's skills to generative AI.

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DataCamp Team

April 9, 2025

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Sora 2: Examples, Critiques, and Early Impressions

October 1, 2025

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Artificial Intelligence

The Top 12 ChatGPT Alternatives You Can Try in 2025

This article provides a list of ChatGPT alternatives that will boost your productivity.
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Javier Canales Luna

October 31, 2025

Python

How to Learn Python From Scratch in 2025: An Expert Guide

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Matt Crabtree

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Adel Nehme

November 22, 2024

Artificial Intelligence

Context Engineering: A Guide With Examples

Learn what context engineering is, how it works, what some common context failures are, and how to mitigate them.
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Bex Tuychiev

July 8, 2025

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Artificial Intelligence

AI Governance: Frameworks, Tools, Best Practices

AI governance refers to the frameworks, policies, and processes that guide the responsible and ethical development, deployment, and use of artificial intelligence technologies.
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Hesam Sheikh Hassani

September 4, 2024

Machine Learning

How to Learn NLP From Scratch in 2025: An Expert Guide

In this guide, you’ll discover how to learn Natural Language Processing (NLP) from scratch. With a clear, week-by-week learning plan, you'll explore essential NLP concepts, practical applications, and hands-on projects to build your skills.
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Laiba Siddiqui

September 3, 2024

Data Science

What is Data Wrangling? A Practical Guide With Examples

Learn the fundamental concepts and theories behind data wrangling alongside some practical examples. Use these skills in your daily data science work to generate clean and useful data for your models.
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Tim Lu

September 2, 2024

Python

Top 20 NumPy Interview Questions: From Basic to Advanced

Get ready for your next data science interview with essential NumPy questions, from basic to advanced. Perfect for sharpening your skills and boosting confidence!
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Tim Lu

September 2, 2024

Machine Learning

Generative vs Discriminative Models: Differences & Use Cases

This article explains the core differences between generative and discriminative models, covering their principles, use cases, and practical examples to help you choose the right approach for your machine learning tasks.
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Arun Nanda

September 2, 2024

Artificial Intelligence

AI in Cybersecurity: A Researcher's Perspective

AI in cybersecurity uses AI algorithms to combat threats like ransomware and misinformation, providing advanced capabilities in protection, detection, and response.
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Natasha Al-Khatib

September 1, 2024

Artificial Intelligence

Natural Language Understanding (NLU) Explained

Natural language understanding (NLU) is a subfield of natural language processing (NLP) focused on enabling machines to understand the meaning, context, and intent of human language.
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Dimitri Didmanidze

September 1, 2024

Artificial Intelligence

Vision Language Models (VLMs) Explained

Vision language models (VLMs) are AI models that can understand and process both visual and textual data, enabling tasks like image captioning, visual question answering, and text-to-image generation.
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Bhavishya Pandit

August 29, 2024

Artificial Intelligence

AI Chips Explained: How AI Chips Work, Industry Trends, Applications

AI chips are specialized processors designed to accelerate the execution of artificial intelligence tasks, typically involving large-scale matrix operations and parallel processing.
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Bhavishya Pandit

August 29, 2024

Artificial Intelligence

LLM Distillation Explained: Applications, Implementation & More

Distillation is a technique in LLM training where a smaller, more efficient model (like GPT-4o mini) is trained to mimic the behavior and knowledge of a larger, more complex model (like GPT-4o).
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Stanislav Karzhev

August 28, 2024

Artificial Intelligence

SAM 2: Getting Started With Meta's Segment Anything Model 2

Meta AI's SAM 2 (Segment Anything Model 2) is the first unified model capable of segmenting any object in both images and videos in real-time.
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Dr Ana Rojo-Echeburúa

August 28, 2024