AI Engineer Fundamentals Every Developer is Missing

The Cloud Girl November 21, 2025
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The Cloud Girl

@pvergadia

About

I share about cloud, AI and tech career content on this channel. Want to collab, please reach out to [email protected]

Video Description

AI models are changing everything, making the role of an AI engineer critical in today's world. This video addresses common fears about becoming an AI engineer, providing an approachable ai engineer roadmap for everyone. Whether you're an aspiring ai developer or exploring a career path in artificial intelligence, this guide is designed to simplify your journey into the field. AI Engineering crash course in just a few minutes for busy executives and AI enthusiasts and developers/software engineers AI Engineering book by Chip Huyen: https://amzn.to/4mGKztY AI Engineering for Developers: https://datacamp.pxf.io/YRA5JJ AI Engineering for Developers Certification: https://datacamp.pxf.io/Dy6E2j AI Fundamentals: https://datacamp.pxf.io/LKLvVZ ⏱️Timestamp: ============== 00:00 Introduction 01:38 What is AI Engineer's Job? 03:20 Should you build an AI App? 03:33 How to evaluate AI App? 05:15 What cases hallucinations in AI apps? 06:18 Best practices for prompt engineering? 07:01 How does RAG work? RAG strategies 09:00 Should you fine tune your AI model? 10:14 How to make AI LLM model faster, cheaper and secure 10:59 How to create AI feedback loop for improvement 11:26 COURSE 1: AI Engineering for Developers: https://datacamp.pxf.io/YRA5JJ 12:12 COURSE 2: Engineering for Developers Certification: https://datacamp.pxf.io/Dy6E2j 📎 More Resources: ================ 👩‍💻 Become a fullstack dev with Scrimba https://scrimba.com/fullstack-path-c0... 🤓 Best Intro to AI Engineering Course: https://scrimba.com/intro-to-ai-engin... 📚 Best resource to AI interviews: http://bit.ly/3TQpam9 👩‍💻 Interested in my personalized coaching/mentorship program: https://topmate.io/pvergadia 📚 My top 3 AI engineering courses:    • I Tried 20 AI Engineer Courses, Here are m...   🎥 What I use my video recording: DJI mic: https://amzn.to/4l6eX0E DJI Osmo Pocket 3: https://amzn.to/4nhemKa LightBoard: https://amzn.to/4kfbCLS Erasable Fluorescent Markers: https://amzn.to/40kNvE5 📌 Save this video to reference throughout your AI learning journey 👍 Like if this roadmap helped clarify your path 🔔 Subscribe for more career transformation content 💬 Comment your biggest AI learning challenge below Join our growing community of future-focused professionals! Subscribe for more deep dives into technology, cloud computing, and AI! @pvergadia Connect With Me: ✅ For collaborations reach out to my team at [email protected] 📧 Sign up for my newsletter on my website - https://thecloudgirl.dev/ 💼 Follow me on LinkedIn - www.linkedin.com/in/pvergadia 🐦 Follow me on Twitter - https://x.com/pvergadia ✅ Follow me on Instagram - / pvergadia #aiengineering #ai #machinelearning

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