Mohamed Echout (@MEchout) header
Mohamed Echout (@MEchout) profile picture

I teach practical AI and technology. Course author, technical trainer & builder. Making complex tech practical.

Anywhere
Joined June 2018
Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)Photo by Mohamed Echout (@MEchout)
Same AI. Different answers. Often, it's the prompt. Give it a task, context, audience, and format. Refine your prompt and leave out private details. Prompt engineering in under 3 minutes. Daily dose of e-learning ☕ #PromptEngineering #GenerativeAI
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AI, Machine Learning, and Generative AI are not the same. → AI = The entire field → Machine Learning = Learns from data & predicts → Generative AI = Creates new content Quick test: Is your tool predicting or creating? #AI #MachineLearning #GenAI
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A chatbot answers. An AI agent can act. Set a clear goal. Limit its access. Require approval before sending, paying, or deleting. Review the result. AI agents explained in under 3 minutes. Daily dose of e-learning ☕ #AIAgents #AILiteracy
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What is an LLM? 🤖 This short explainer covers how large language models work, common uses, and how to write clearer prompts. One habit to keep: check the answer. Confidence doesn't guarantee accuracy. Daily dose of e-learning ☕ #AI #LLM #eLearning
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Make AI explain it in your language. Try: I work in finance. Explain this using terms from my industry. Ask for simpler wording, each step, and examples you understand. 73 seconds. One practical idea. Daily dose of e-learning ☕ #AI #GenerativeAI #eLearning
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Gemini helps me handle follow-ups, client emails, and feedback. Relevant documents give the workflow useful context. Here's a clip from MakeTechWork with @SteveOnDigital 👇 #Gemini #AIAutomation youtu.be/pr48rFCBUGA
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Is AI automation actually saving you time? @SteveOnDigital and I explore AI ROI, practical workflows, open-source tools, and security in Episode 23 of MakeTechWork. Watch the teaser 👇 #AIAutomation #MakeTechWork Full episode: youtu.be/pr48rFCBUGA
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Model accuracy is a misleading safety metric for product teams. In production, AI breaks on edge cases: • Accuracy only measures narrow benchmark tests • Product tasks are general and unpredictable • The real vulnerability is user misuse #ProductManagement #AI #AIGovernance
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Reading about AI will never teach you how it works. To build real intuition, try to break it: • Throw problems at the tool • Give it instructions • Watch where it makes things up Once you see the mistakes firsthand, you know exactly what to trust. #PM #AI #GenAI
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Mohamed Echout retweeted
One of the most valuable technical skills is explaining complex work clearly.
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AI is pure horsepower. A faster engine does not make an amateur a race car driver: • Domain expertise is the steering wheel • Product sense is the brakes • The model is just acceleration Without strong intuition, AI only helps you ship bad features faster. #PM #AI #Product
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No single AI tool can do everything for a PM. Build a modular stack: • Slide generator for weekly decks • Story writer for PRDs • Note-taker for stakeholders Always keep your judgment in the loop. #ProductManagement #AI
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A quick intro to AI for product managers. What it is, the models behind it, and what you can actually do with it. Nine minutes, no jargon, nothing to sign up for. Weekend e-learning ☕
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My new @Pluralsight course on Amazon Linux is LIVE! Master: 👉 systemd automation 👉 AWS Systems Manager at scale 👉 Deep kernel & I/O tuning Make your infrastructure predictable. 🏎️⚡ Watch now 🎬 #AWS #DevOps #AmazonLinux #CloudComputing pluralsight.com/courses/auto…
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Stop reacting to broken pipelines. Start predicting them! My new @Pluralsight course is officially LIVE! Learn to: 🔹 Train ML models to catch risky changes 📊 🔹 Optimize pipeline resources ⚙️ #DevOps #CICD #MachineLearning #Pluralsight #AIOps pluralsight.com/courses/inte…
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Tired of fighting with too many tools to add a simple Python library? 🐍 My new @pluralsight course, uv Foundations, is live! Streamline your workflow and replace pip, venv, and Poetry with uv for lightning-fast builds. #Python #PythonDev #Pluralsight pluralsight.com/courses/uv-f…
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Stop risking Terraform state corruption. 🏗️ My new @pluralsight course: Foundations of State in Distributed Systems is live! Master scalable IaC backends in just 54 mins. 👇 Tap the preview below to start! #Terraform #DevOps #Pluralsight pluralsight.com/courses/stat…
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Learn to secure your Java microservices in my new @pluralsight course: Authentication & Authorization in Spring Boot 4 Using OAuth2. Master JWT, OAuth2, and OpenID Connect in just 1 hour. #SpringBoot #OAuth2 #SpringSecurity #Pluralsight pluralsight.com/courses/auth…
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Mohamed Echout retweeted
Have you started CS50 for Business yet? This newest course from CS50 covers a broad range of topics, from algorithms and data structures to artificial intelligence (AI), perfect for decision-makers of today and tomorrow. The entire course is available on YouTube for free at cs50.ly/business. To take this course for a certificate, register at cs50.edx.org/business.
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