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AI Engineers: Your Definitive Career Roadmap

Towards AI

Author(s): Jennifer Wales Originally published on Towards AI. AI Engineers: Your Definitive Career Roadmap Become a professional certified AI engineer by enrolling in the best AI ML Engineer certifications that help you earn skills to get the highest-paying job.

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10 Best AI Tools for Small Manufacturers (February 2025)

Unite.AI

The AI/ML engine built into MachineMetrics analyzes this machine data to detect anomalies and patterns that might indicate emerging problems. What differentiates Fiix is its embedded AI engine (known as Fiix Foresight) which automatically analyzes maintenance data to provide insights.

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TOP 20 AI CERTIFICATIONS TO ENROLL IN 2025

Towards AI

You may get hands-on experience in Generative AI, automation strategies, digital transformation, prompt engineering, etc. AI engineering professional certificate by IBM AI engineering professional certificate from IBM targets fundamentals of machine learning, deep learning, programming, computer vision, NLP, etc.

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20 Must-Attend Sessions at ODSC East 2025: The Future of Agentic and Applied AI

ODSC - Open Data Science

Adaptive RAG Systems with Knowledge Graphs: Building Smarter LLM Pipelines David vonThenen, Senior AI/ML Engineer at DigitalOcean Unlock the full potential of Retrieval-Augmented Generation by embedding adaptive reasoning with knowledge graphs. Perfect for developers looking to go from zero to deployed.

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Getting Started with AI

Towards AI

As a reminder, I highly recommend that you refer to more than one resource (other than documentation) when learning ML, preferably a textbook geared toward your learning level (beginner/intermediate / advanced). In a nutshell, AI Engineering is the application of software engineering best practices to the field of AI.

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AI Engineer’s Toolkit

Towards AI

Sonam Gupta, PhD, Developer Advocate, Experienced Data Scientist, PhD Data Science and Podcast host “This textbook not only explores the critical aspects of LLMs, including their history and evolution, but it also equips AI Engineers of the Future with the tools and techniques that will set them apart from their peers.

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How to Learn AI

Towards AI

Common mistakes and misconceptions about learning AI/ML Markus Spiske on Unsplash A common misconception of beginners is that they can learn AI/ML from a few tutorials that implement the latest algorithms, so I thought I would share some notes and advice on learning AI.