Generative AI Leadership Certification

What you'll learn
Understand the core principles and evolution of Generative AI.
Understand the various datatypes which are involved in machine learning. Labelled, Unlabelled, Structured and Unstructured data.
Learn the various machine learning Paradigms. Supervised learning, un-supervised learning, semi supervised learning and reinforcement learning.
Understand the evolution of AI from the world of traditional programming to Generative AI.
Conceptually understand the role of encoder and decoder in the transformer architecture.
Learn and appreciate the AI family tree - the Russian doll system. How are the layers organized, machine learning, deep learning and generative AI.
Understand the machine learning framework of Google Ecosystem. Learn Tensorflow the foundation of modern machine learning.
Machine learning models in Google Cloud. ML API's, Auto ML and Custom Models.
Develop a leadership strategy for choosing the Machine Learning path suitable for your organization needs.
Mastering the balance of Underfitting and Overfitting
Learn the various phase of Machine Learning Life cycle. From data ingestion to model deployment and management. Entry and Exit criteria for each stage.
Understand the role of foundation models. Learn and Play with Google Gemini.
Understand what makes Gemma revolutionary, the role of Gemma their corresponding use cases.
Going beyond text, gain understanding on the various multimodal foundation modals. (imagen, Veo and Chirp)
Learn and appreciate google tools landscape. Understand the role of Google GEMS and Notebook LM.
Gain understanding on Google cloud's Unified Machine Learning Platform. Understand the various arms of Vertex AI Integration Ecosystem.
Introduction to Model garden. One stop shop of foundation models.
Learn the role of edge computing and understand how this concept does transform the industry landscape.
Understand the hallucination problem and various available methods to fix the same.
Learn all the famous Machine learning API's offered from Google.
Prompt engineering. Understand the various types of prompts and their corresponding use cases. Learn how to craft effective prompts.
Understand the concept of Generative AI in detail. Gain an insight view of Google's Gen AI architecture and how are the layers organized.
Understanding AI Agents, which is the future of intelligent automation. How are the agents classified. Generic classification and use case based classification.
Anatomy of AI Agent. How do Agents work in coordination and how does it differ from automation scripts.
Understand the Agent development lifecycle with google Vertex AI
Understand ML Ops (machine learning operations) with help of Google Vertex AI.
Gain insight into Google customer engagement suite. Gain insight into the various google workspace collaboration tools.
Learn the governance model for implementing Generative AI and the key governance drivers. Gain clarity on the roles and responsibilities of the key stakeholders
Learn the importance of Google Secure AI framework (SAIF) and their building blocks.
Requirements
No prior coding experience required
Focus on strategic thinking over technical depth
Description
Generative AI is transforming every industry and organizations now need leaders who can guide teams, design AI strategies, and deliver measurable business impact. This certification program equips you with the complete toolkit to lead confidently in the AI era.In this course, you will learn how Generative AI works, how to identify high-value use cases, and how to design AI-driven solutions that improve efficiency, decision-making, and customer experience. You will explore frameworks for AI readiness, risk management, governance, prompting, and workflow automation using real business examples.We focus on practical leadership skills. building an AI roadmap, evaluating ROI, selecting tools, managing stakeholders, and safely deploying AI across teams. You will also learn how leaders in top companies use Generative AI to transform operations, marketing, HR, sales, and IT.Whether you are a manager, project leader, consultant, or executive, this course helps you stay ahead of emerging trends, lead AI initiatives with confidence, and position yourself as an AI-ready leader for the future.By the end of the program, you will have the knowledge, frameworks, and strategic insights to drive AI adoption and become a catalyst for innovation in your organization. Hence join me to Learn AI strategy, automation, governance, and leadership frameworks to confidently drive Generative AI adoption and deliver real business impact.
Who this course is for
Leaders preparing for Gen AI Leader certification exam
People interested in shifting careers to AI
Leaders overseeing AI implementation projects, managing cross-functional teams and ensuring successful delivery of GenAI initiatives.
Professionals responsible for identifying AI opportunities
Leaders driving innovation through generative AI adoption.
CEOs, CTOs, and CDOs responsible for setting organizational AI strategy and driving digital transformation initiatives across their enterprises.
Professionals with little or no coding background who want to understand AI's impact without needing deep technical expertise
Product owners building usecases on AI.
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