// 60 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Integrate Search in Applications using Vertex AI Agent Builder
This is a self-paced lab that takes place in the Google Cloud console. This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.
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Production Deployment and Advanced Patterns
The Production Deployment and Advanced Patterns course is designed for developers, engineers, and technical product builders who are new to Generative AI but already possess intermediate programming knowledge, basic Python proficiency, and familiarity with development tools and APIs, and who want to build, deploy, and scale AI-powered agents in real-world applications. The course equips learners with the skills to transform AI agents into professional-grade applications ready for real-world use. Starting with user interface development, learners build interactive agent interfaces using Stream
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Smart Data Cleaning with Generative AI
Tired of spending hours on tedious data cleaning? Imagine if AI could handle the heavy lifting for you, turning days of work into minutes. From detecting errors to organizing vast datasets, Generative AI can not only save you time but also elevate your data quality to new heights. Dive into this course to learn how to transform data prep from a chore into a game-changing advantage! This short course was created to help you leverage Generative AI to simplify data cleaning and preparation, making workflows faster, more efficient, and accurate. By completing this course, you’ll gain hands-on kn
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AI-Enabled Healthcare Administration
AI-Enabled Healthcare Administration teaches learners how to apply generative AI to improve communication, documentation, and administrative efficiency across healthcare settings. Through hands-on activities and realistic workplace scenarios, learners discover how AI can support patient communication, language translation, professional correspondence, documentation, and administrative workflows while maintaining appropriate human oversight. Throughout the course, learners practice using AI tools to draft patient communications, translate content into multiple languages, create professional em
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Generative AI for Innovative Business Branding
Build a strong, differentiated brand, generate high-impact content, and personalize customer experiences using generative AI. This course shows you how to apply AI across branding strategy, content creation, communication, and customer engagement while maintaining ethical and strategic control. You’ll move beyond theory and apply practical frameworks to create compelling content, design visual storytelling assets, streamline communication, and enhance customer service with AI. What makes this course unique is its focus on real-world branding applications paired with hands-on prompt strategies
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Generative AI: Prompt Engineering Basics
As generative AI (GenAI) reshapes workplaces and job roles, using it effectively is now essential. Prompt engineering is the key to directing GenAI models and refining their output for desired results. This course is for professionals, executives, students, and AI enthusiasts ready to harness prompt engineering to unlock tools like ChatGPT. You’ll learn practical techniques, structured methods, and best practices for crafting strong prompts. Explore zero-shot and few-shot prompting to boost reliability and output quality. Discover advanced methods such as the Interview Pattern, Chain-of-Th
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ChatGPT for Project Management: Insight, Planning, & Success
In "ChatGPT for Project Management: Insight, Planning, & Success," you will learn how to leverage large language models (LLMs) to enhance your project planning and strategy development. This course covers techniques for using LLMs to break down complex projects into manageable tasks, phases, goals, risks, and more. You’ll discover how to utilize AI for organizing project components into timelines, schedules, strategies, dependencies, and Gantt charts to create a cohesive plan. Explore how prompting can give you instant access to "subject matter expert" insights on any topic, and learn how to
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The Role of the CEO in Navigating GenAI
This course is designed to guide CEOs and senior leaders on their journey to understanding and leveraging Generative AI. It focuses on the critical role of the CEO in navigating the transformative potential of GenAI. Guest speakers, Andrew Ng (Co-founder and Chairman of Coursera) and Hayden Brown (CEO of Upwork) provide their perspectives on the importance of this journey and how leaders can maximize their impact. In this course, learners will get hands-on experiences with GenAI within our live “playground” environment with private access to powerful large language models. You'll explore how
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Introduction to Generative AI
This introductory course is designed for beginners with no prior knowledge of generative AI. You will start by gaining a high-level understanding of what generative AI is and how it works. Through interactive lessons and hands-on examples, you will learn fundamental skills like providing effective prompts and iteratively improving the generated outputs. As the course progresses, you will dive deeper into specific major generative AI models, including their unique capabilities and limitations. Finally,, you will get practical experience using leading systems like GitHub Copilot, DALL-E, and Ope
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Machine Learning Operations with Vertex AI: Model Evaluation
This course equips machine learning practitioners with the essential tools, techniques, and best practices for evaluating both generative and predictive AI models. Model evaluation is a critical discipline for ensuring that ML systems deliver reliable, accurate, and high-performing results in production. Participants will gain a deep understanding of various evaluation metrics, methodologies, and their appropriate application across different model types and tasks. The course will emphasize the unique challenges posed by generative AI models and provide strategies for tackling them effectively
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GenAI for Compensation: Smarter Pay Equity Analysis
In this course, you’ll explore how to use Generative AI to identify and resolve pay disparities while designing fair, data-driven compensation strategies. Leveraging powerful AI tools like Google Gemini, Claude, and ChatGPT, you’ll dive into hands-on exercises that reveal how AI can uncover hidden inequities, optimize compensation plans, and support ethical decision-making. From foundational concepts to advanced modeling and predictive analytics, this course equips you with the tools and knowledge to lead equity-focused compensation initiatives in your organization. This course is designed fo
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Gen AI: Unlock Foundational Concepts
Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.
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Coding with Generative AI
This microlearning course (approximately 3 hours) provides an introductory exploration of the fundamental concepts of Generative AI with a specific focus on its application for coders. You will gain an understanding of the underlying principles of generative AI and learn how to effectively use it in your coding applications. By the end of this course, you will be able to, discuss the Fundamental Concepts of Generative AI, and apply generative AI tools and techniques to solve real-world coding challenges. You'll learn the fundamentals of neural network architectures, generative models, and
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Generative AI for HR Professionals
Imagine spending your days having meaningful conversations with employees instead of drowning in paperwork. Picture yourself providing truly personalized career guidance instead of rushing through generic development plans. Envision leading strategic initiatives that transform your workplace culture rather than being buried under administrative tasks. This is the promise of AI augmentation - not replacing human judgment, but amplifying your capacity to do the work that only humans can do well. You weren't hired to be a document processor or form filler. You were hired to understand people, s
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Generative AI and Symbolic Reasoning
The course "Generative AI" provides an in-depth exploration of generative AI, focusing on both the theory and practical applications of transformers, large language models, and symbolic AI. By completing the course, learners will gain a comprehensive understanding of how these technologies work and how they can be integrated to solve complex problems and generate new content. Through real-world case studies, students will analyze the strengths and weaknesses of generative AI systems, preparing them for the challenges and opportunities they will face in AI leadership roles. What sets this cour
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AI for Knowledge Workers
If you’re new to AI or a beginner looking to increase your use of AI in knowledge work, this class is for you! It is designed for anyone interested in how AI works and the many ways it is transforming the way we work and create. From business professionals to creatives to leaders, this course will give you the tools to understand and harness the power of Generative AI for both creative and analytical work. We’ll discuss how Machine Learning and Deep Learning are essential to AI and we’ll review how neural networks are trained. You’ll learn how to select the right AI tools, and review real-worl
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Advanced Machine Learning and its Applications
The third course introduces advanced machine learning techniques and their applications. This course is built on the Applied AI Foundations Specialization, which introduced the fundamentals of machine learning, and Course 1, which developed LLM-empowered Python programming skills for AI. In this course, advanced data preprocessing, machine learning outcome evaluation, neural network design and optimization, deep learning, and generative artificial intelligence are introduced. Since these techniques underpin essential modern AI systems in science and engineering, after completing this course, y
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Amazon Bedrock Customization, Optimization & Automation
Grow generative AI expertise with this course focusing on customizing, optimizing, and automating AI solutions using Amazon Bedrock. This course is designed for developers who want to fine-tune their AI applications for peak performance and efficiency. You'll begin by exploring model customization techniques, including fine-tuning and continued pre-training. Learn how to adapt foundation models to your specific use cases, enhancing their performance on domain-specific tasks. The course then dives into advanced optimization strategies. You'll work with Bedrock Evaluation Jobs to assess and co
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Applied Generative AI & Prompt Engineering Mastery
Everyone talks about AI. Few actually understand it. Most people copy prompts from Google, get inconsistent results, and quietly wonder if they are falling behind. This course closes that gap for good. Here is what you will cover: Generative AI Foundations Understand how Generative AI differs from Machine Learning and Deep Learning so you can confidently follow modern AI conversations and trends. Explore ChatGPT features, the evolution of GenAI, and tools for text, image, audio, video, and code generation. Learn how newer AI systems are becoming more capable and interactive. LLMs, Use
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Avoiding AI Harm
This course is designed for those in roles with decision making power, to help them understand major topics to consider for using and developing Artificial Intelligence (AI) responsibly, including popular Generative AI tools like ChatGPT and others. It covers real-world examples of situations where AI was used in variety of fields and situations in ways hat revealed ethical concerns. Strategies are suggested to avoid doing harm working with AI, including a framework for working responsibly with AI. Unique Features of this Course - Broadly applicable to audiences of any field - Efficient ye
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GenAI for Marketing: Ethics and Trends
This course, we’ll embark on a transformative journey into the world of generative AI and its revolutionary impact on marketing. As a forward-thinking marketer or AI enthusiast, you’ll explore how to harness the incredible power of AI responsibly, developing strategies that are not only innovative but also ethically sound. Get ready to master the art of AI-powered marketing while navigating the ethical challenges that come with it, equipping yourself to thrive in the AI-driven marketing landscape. This course is designed for marketing professionals, digital marketers, content creators, market
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Generative AI for Data Visualization and Data Storytelling
In today’s data-driven world, harnessing the power of Generative AI to create impactful data visualizations is essential for effective communication and decision-making. This course focuses on utilizing cutting-edge AI tools to transform raw data into dynamic, insightful visual artifacts, enhancing your ability to convey complex information clearly and compellingly. Designed for data analysts, business intelligence professionals, and anyone involved in data storytelling, this course provides practical knowledge and skills to optimize your data visualization processes using AI. You'll explore
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H2O.ai Agents : From Theory to Practice
H2O.ai Agents : From Theory to Practice is a comprehensive course that bridges theoretical understanding with practical implementation, guiding learners through the complete lifecycle of AI agents. You will start with core concepts by understanding the fundamental architecture of AI agents, how they combine large language models (LLMs), tools, and memory to create autonomous workflows. Discover what sets h2oGPTe apart as we showcase its record-breaking performance on the GAIA benchmark, outperforming Google by 15% in reasoning, tool use, and multimodal capabilities. The course transitions fr
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Human-Machine Teaming for Government
This course is designed to be an introduction to current government employees as well as individuals aspiring to public service who seek to build a foundational understanding of how artificial intelligence (AI) can enhance mission effectiveness. The course introduces the core concepts of AI and human-machine teaming, including key technologies such as large language models (LLMs), and examines the ethical, legal, and policy considerations that guide responsible AI use in government contexts. Participants will engage with practical, hands-on scenarios that demonstrate how AI tools can support
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