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Blog

Réflexions sur l'IA, l'ingénierie et l'éducation

15 juin 2026•8 min de lecture

AI Startups to Watch in 2026: Companies Reshaping Industries

The most compelling AI startups of 2026 — from healthcare and legal tech to education and code generation — and the problems they're solving.

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10 juin 2026•7 min de lecture

Learn Python for AI: The Minimal Python You Actually Need

You don't need to master Python to use it for AI. Here's the minimal subset of Python that will get you reading, writing, and understanding AI code fast.

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5 juin 2026•7 min de lecture

Machine Learning Without Coding: 7 Tools That Do the Heavy Lifting

You don't need to write a single line of code to build machine learning models. Here are 7 tools that make ML accessible to everyone.

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1 juin 2026•7 min de lecture

AI Image Generation in 2026: DALL-E, Midjourney & Stable Diffusion Compared

A practical comparison of the top AI image generation tools in 2026 — what they're good at, how much they cost, and which one is right for you.

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31 mars 2026•9 min de lecture

AI Agents in 2026: How Autonomous AI Is Changing Everything

Discover how AI agents are transforming software development, business, and daily life in 2026. Learn what they are, how they work, and how to build your own.

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31 mars 2026•9 min de lecture

AI's Energy Crisis: Can Data Centres and the Planet Coexist?

AI data centres are consuming record amounts of energy. Explore the scale of the problem, the nuclear revival, and solutions like Google's TurboQuant.

ai-energydata-centerssustainabilitynuclearinfrastructure
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31 mars 2026•9 min de lecture

Apple's AI App Store: How Siri Extensions Will Change Your iPhone Forever

Apple is opening Siri to third-party AI with iOS 27 Extensions. Learn how this AI App Store will transform your iPhone and what it means for developers.

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31 mars 2026•9 min de lecture

The EU AI Act in 2026: What Developers and Businesses Need to Know

The EU AI Act is reshaping how AI is built and deployed globally. Learn about risk categories, compliance deadlines, and what it means for your AI projects.

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31 mars 2026•8 min de lecture

Why OpenAI Killed Sora: The Rise and Fall of AI Video Generation

OpenAI shut down Sora in March 2026. Learn why AI video generation failed to deliver, what competitors are doing, and what this means for the industry.

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31 mars 2026•11 min de lecture

State of Open Source AI in 2026: The Models, Tools, and Communities Leading the Way

From HuggingFace to Llama to LeRobot, open source AI is thriving in 2026. Explore the top models, tools, and communities shaping accessible AI for everyone.

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13 mars 2026•12 min de lecture

AI for Business: Real-World Use Cases and How to Get Started

Discover how AI is transforming business operations with real-world use cases, ROI insights, and a practical roadmap for getting started with enterprise AI.

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13 mars 2026•16 min de lecture

Top 30 AI Interview Questions and Answers for 2026

Prepare for your AI job interview with 30 essential questions and detailed answers — covering beginner, intermediate, and advanced topics.

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13 mars 2026•10 min de lecture

AI vs Machine Learning vs Deep Learning: What's the Difference?

Understand the clear differences between AI, Machine Learning, and Deep Learning — with definitions, a visual guide, comparison table, and real examples.

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13 mars 2026•12 min de lecture

Best AI Certifications Worth Getting in 2026 (Free and Paid)

Discover the best AI certifications in 2026, including free and paid options from Google, AWS, Microsoft, Stanford, and more. Find the right certification for your career path.

ai-certificationscareereducationprofessional-development
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13 mars 2026•11 min de lecture

How to Build Your First AI Chatbot: Step-by-Step Guide (2026)

Learn how to build your first AI chatbot from scratch. This beginner-friendly guide covers chatbot types, frameworks, architecture, API integration, and deployment.

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13 mars 2026•13 min de lecture

Computer Vision Explained: How AI Sees and Understands Images

Learn how computer vision works, from CNNs to object detection. Discover real-world applications in autonomous driving, medical imaging, retail, and more.

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13 mars 2026•10 min de lecture

Neural Networks Explained: A Visual Guide for Beginners

Understand how neural networks work with clear visual explanations — from neurons and layers to training and backpropagation. No math degree needed.

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13 mars 2026•12 min de lecture

Understanding Transformers: The Architecture Behind ChatGPT

Learn how transformer architecture works, from attention mechanisms to encoder-decoder models. Understand the technology powering ChatGPT, BERT, and modern AI.

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13 mars 2026•12 min de lecture

What Is Natural Language Processing (NLP)? A Beginner's Guide

Learn what NLP is, how it works, and why it powers everything from chatbots to search engines. A complete beginner's guide to natural language processing.

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13 mars 2026•8 min de lecture

What is RAG? Retrieval-Augmented Generation Explained Simply

Learn what Retrieval-Augmented Generation (RAG) is, how it works step by step, and why it's transforming AI applications — explained in plain language.

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12 mars 2026•7 min de lecture

Présentation de Career Ready : Votre Tremplin vers une Carrière en IA

AI Educademy lance son 3e parcours d'apprentissage — Career Ready — avec 5 programmes et 36 leçons pour décrocher votre emploi de rêve en IA.

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12 mars 2026•5 min de lecture

Du Gratuit au Premium : Les Nouveaux Niveaux d'Apprentissage d'AI Educademy

Nous lançons des formules Pro avec du contenu premium, des entretiens simulés par IA et des certificats — tout en gardant le contenu débutant gratuit pour toujours.

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12 mars 2026•4 min de lecture

Why We Built AI Educademy

The story behind a free, open-source AI education platform that teaches artificial intelligence in 11 languages — from absolute beginners to advanced practitioners.

ai-educationopen-sourcelaunchmultilingual
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11 mars 2026•9 min de lecture

AI Career Paths in 2026: Which Role Is Right for You?

Thinking about an AI career? We break down every major role — ML Engineer, Data Scientist, AI Researcher, Prompt Engineer, MLOps, and more — with honest salary ranges, required skills, and how to get started.

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11 mars 2026•11 min de lecture

AI for Teachers: How Educators Can Use AI in the Classroom

A practical guide for teachers on using AI tools in education — lesson planning, personalised learning, feedback, accessibility, and how to teach students about AI responsibly. Real examples included.

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11 mars 2026•11 min de lecture

15 Best Free AI Tools for Students in 2026 (Ranked by Use Case)

The best free AI tools for students — ranked by use case. Writing, research, coding, creativity, and learning tools reviewed honestly, with free tier limits and best use cases for each.

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11 mars 2026•9 min de lecture

AI vs Machine Learning vs Deep Learning: What's the Real Difference?

Confused by AI, machine learning, and deep learning? This guide breaks down the differences with clear examples, diagrams in words, and practical context — so you finally understand how they relate.

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11 mars 2026•9 min de lecture

Best Free ChatGPT Alternatives in 2026: Honest Comparison

Looking for a free ChatGPT alternative? We tested the top options — Claude, Gemini, Copilot, Perplexity, Mistral, and more — so you can find the best AI assistant for your needs without spending a penny.

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11 mars 2026•9 min de lecture

How to Learn AI From Scratch in 2026 (Complete Roadmap)

A complete, honest roadmap for learning AI from zero — what to study, in what order, which free resources to use, and how long it realistically takes. No CS degree required.

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11 mars 2026•13 min de lecture

Neural Networks Explained Simply: How AI Brains Actually Work

Neural networks explained simply — biological vs artificial neurons, layers, training, backpropagation, activation functions, and the difference between CNNs, RNNs, and Transformers. No maths required.

neural-networksdeep-learningbeginnerhow-ai-works
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11 mars 2026•12 min de lecture

Prompt Engineering: The Complete Beginner's Guide (2026)

Learn prompt engineering from scratch — what it is, why it matters, 5 key techniques with practical examples, common mistakes to avoid, and the best tools to practise with.

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11 mars 2026•10 min de lecture

Responsible AI: Ethics, Bias, and Why It Matters

What is responsible AI and why does it matter? This guide explains AI bias, fairness, transparency, privacy, and safety in plain language — with real examples of what goes wrong and how we can do better.

ai-ethicsresponsible-aibiasfairnessai-safety
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11 mars 2026•10 min de lecture

What Is Generative AI? A Beginner's Complete Guide (2026)

Generative AI explained simply — what it is, how it works (LLMs, diffusion models, GANs), real-world examples like ChatGPT and DALL-E, use cases, limitations, and how to learn it free.

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9 mars 2026•7 min de lecture

Comment apprendre l'IA gratuitement en 2026 : feuille de route complète pour débutants

Vous voulez apprendre l'IA gratuitement ? Cette feuille de route détaillée couvre les meilleurs cours, outils et ressources gratuits pour passer de débutant complet à praticien confiant.

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9 mars 2026•11 min de lecture

Le machine learning pour les débutants : tout ce que vous devez savoir (guide 2026)

Le machine learning expliqué simplement pour les débutants — découvrez ce qu'est le ML, comment il fonctionne, les algorithmes clés et comment commencer à apprendre gratuitement avec des exemples pratiques.

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9 mars 2026•9 min de lecture

Qu'est-ce que l'intelligence artificielle ? Un guide simple pour les débutants

Qu'est-ce que l'intelligence artificielle ? Ce guide accessible explique l'IA en termes simples — comment elle fonctionne, des exemples concrets, les mythes courants et où elle se dirige.

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6 mars 2026•10 min de lecture

5 AI Concepts Everyone Should Know (Explained Simply)

Learn the fundamentals of AI: Machine Learning, Neural Networks, Natural Language Processing, Computer Vision, and Generative AI - all explained with real-world analogies.

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6 mars 2026•8 min de lecture

How We Built a Multilingual AI Education Platform with Next.js and MDX

Explore the technical architecture behind AI Educademy: Next.js 15 App Router, next-intl for i18n, MDX content pipeline, git submodules, PWA support, and Vercel deployment.

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6 mars 2026•4 min de lecture

Welcome to AI Educademy - Free AI Education for Everyone

Announcing the launch of AI Educademy: a free, open-source, multilingual platform to learn Artificial Intelligence from scratch. No coding experience needed.

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6 mars 2026•5 min de lecture

Why Everyone Should Learn AI in 2026 - Even If You're Not Technical

Discover why AI literacy is now an essential skill for everyone. Learn how AI impacts careers, daily life, and future opportunities - no coding background required.

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1 mars 2026•3 min de lecture

The Pace of AI Isn't the Problem - Our Readiness Is

AI is advancing faster than ever, but the real gap isn't in the technology - it's in how prepared we are to understand and use it. Originally published on LinkedIn.

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