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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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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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2024 Tech breakdown: Understanding Data Science vs ML vs AI

Pickl AI

Summary: In the tech landscape of 2024, the distinctions between Data Science and Machine Learning are pivotal. Data Science extracts insights, while Machine Learning focuses on self-learning algorithms. The collective strength of both forms the groundwork for AI and Data Science, propelling innovation.

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Mastering MLOps : The Ultimate Guide to Become a MLOps Engineer in 2024

Unite.AI

Master's Degree : Pursuing a Master's degree in Computer Science, Data Science, or a related field can further enhance your knowledge and skills, particularly in areas like ML, AI, and advanced software engineering concepts. Krish Naik : Focuses on machine learning, data science, and MLOps.

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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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AI Engineer’s Toolkit

Towards AI

Ken Jee, Head of Data Science and Podcast host (Ken’s Nearest Neighbors, Exponential Athlete) “For whoever interested in getting started with LLMs and all that comes with it, this is the book for you. The defacto manual for AI Engineering. It is a must read for anyone looking to build a LLM product. “