Transform into an AI engineer who designs, builds, and deploys intelligent systems at scale. This learning path is well-suited for software engineers, data scientists, and tech professionals ready to lead AI innovation. Master LLMs, fine-tuning, RAG architecture, vector databases, cloud deployment, and responsible AI practices. Become the expert who bridges cutting-edge research with production-ready solutions that drive business value.
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Build and fine-tune custom LLMs for enterprise applications.
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Deploy scalable GenAI systems using cloud infrastructure.
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Design RAG architecture with vector databases and retrieval.
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Implement responsible AI in production environments.
Courses
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1
Python for Data Science and Machine Learning Essential Training Part 17h 44mPython for Data Science and Machine Learning Essential Training Part 1
By: Lillian Pierson, P.E.
Learn Python programming skills for data science and machine learning. Discover how to clean, transform, analyze, and visualize data, as you build a practical, real-world project.
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2
Python for Data Science and Machine Learning Essential Training Part 25h 16mPython for Data Science and Machine Learning Essential Training Part 2
By: Lillian Pierson, P.E.
In the second half of this two-part course, explore the essentials of using Python for data science and machine learning.
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3
Generative AI: Introduction to Large Language Models1h 36mGenerative AI: Introduction to Large Language Models
By: Frederick Nwanganga
Gain a foundational knowledge of how large language models and other Generative AI models work.
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4
The AI Ecosystem for Developers: Models, Datasets, and APIs3h 31mThe AI Ecosystem for Developers: Models, Datasets, and APIs
By: Wuraola Oyewusi
This is a comprehensive guide to understanding key components of the AI ecosystem: models, datasets, and APIs.
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5
LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG)1h 33mLLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG)
By: Kumaran Ponnambalam
Learn about the basics of vector databases and how to use them in LLM caching and retrieval-augmented generation.
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6
Advanced LLMs with Retrieval Augmented Generation (RAG): Practical Projects for AI Applications1h 47mAdvanced LLMs with Retrieval Augmented Generation (RAG): Practical Projects for AI Applications
By: Guy Ernest
Discover the core concepts of successful AI applications using LLMs to achieve high levels of performance and accuracy.
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7
Fine-Tuning for LLMs: from Beginner to Advanced3h 25mFine-Tuning for LLMs: from Beginner to Advanced
By: Axel Sirota
Gain the expertise you need in Large Language Models (LLMs), a rapidly evolving field in AI, including hands-on practice.
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8
Understanding Generative AI in Cloud Computing: Services and Use Cases2h 28mUnderstanding Generative AI in Cloud Computing: Services and Use Cases
By: David Linthicum
Learn how to get started using cloud-based generative AI services and tools.
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9
GenAIOps Foundations1h 19mGenAIOps Foundations
By: Kumaran Ponnambalam
Leverage GenAIOps in your enterprises for effective development, deployment, and management of GenAI applications.
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10
Foundations of Responsible AI1h 8mFoundations of Responsible AI
By: Vilas Dhar
Explore a practical framework for implementing AI practices in a way that bridges the gap between high-level AI ethics principles and day-to-day technical decisions.
Instructors
Lillian Pierson, P.E.
Fractional CMO & GTM Engineer for Tech Startups ✱ AI Marketing Instructor @ LinkedIn Learning ✱ Trained 2M+ Worldwide ✱ Trusted by 10% of Fortune 100 ✱ Author & AI Agent Builder
Frederick Nwanganga
Data Scientist, Author, Instructor, and AI Enthusiast.
Wuraola Oyewusi
Data Scientist . Technical Instructor . Pharmacist
Kumaran Ponnambalam
AI / ML Leader & Author
Guy Ernest
Pragmatic AI Labs
Axel Sirota
AI & LLM Expert, Speaker, Instructor | Microsoft Certified Trainer | O'Reilly Media Author
David Linthicum
Top 10 Global Cloud & AI Influencer | Enterprise Tech Innovator | Strategic Board & Advisory Member | Trusted Technology Strategy Advisor | 5x Bestselling Author, Educator & Speaker
Vilas Dhar
President, Patrick J. McGovern Foundation ($1.5B) | Global Authority on AI, Governance & Social Impact | Board Director | Shaping Leadership in the Digital Age