You’re not going to lose your job to an AI, but you’re going to lose your job to someone who uses AI

Jensen Huang, Nvidia CEO

This is not about opportunity, this is about existence in the IT world.

Welcome aboard to learn and prepare for the Google Cloud Generative AI Leader certification.. Be AI Ready. This course will not only prepare you for the certification, it will make sure you understand all the aspects of machine learning and AI, making you confident in the AI world. This course covers 100% of the certificate curriculum + everything else to make you AI Aware

Exam like practice test for your knowledge validation and exam preparation

Prove yourself with the Gen AI Leader certification and make your presence felt in the AI world.

Course Coverage:

• Basic of Artificial Intelligence

• Fundamental of Machine Learning

• Types of Machine Learning

• Data and Types - Labelled Data vs Unlabelled Data , Structured Data vs Unstructured Data

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Gen AI basic

• Natural Language Processing

• Artificial Neural Network

• Deep Learning

• Transformer Architecture

• Foundation Model

• Large Language Model ( LLM)

• Diffusion Model

• Finetuning

• Token and Embedding

• Context Window

• Knowledge Cutoff

• Hallucination

• Grounding and RAG

• Prompt Engineering and various types

• Temperature

• Top P and Top K

• Foundation Model by Google

• Gemini, Imagen, Veo, Codey, Chirp

• Google AI Studio

• Vertex AI Studio

• Vertex AI Platform

• Model Garden

• AutoML

• AI Landscape - Infrastructure, Model, Platform, Agents, AI Applications

• AI Agents

• Types of AI Agents

• Components of AI Agents

• Vertex AI Search

• Google's Customer Engagement Suite

• Gemini for Workspace, Gemini for Google Cloud

• NotebookLM

• Implementing AI Solutions

• Responsible AI

• Secure AI

Basic of Artificial Intelligence

Fundamental of Machine Learning

Types of Machine Learning

Data and Types - Labelled Data vs Unlabelled Data , Structured Data vs Unstructured Data

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Gen AI basic

Natural Language Processing

Artificial Neural Network

Deep Learning

Transformer Architecture

Foundation Model

Large Language Model ( LLM)

Diffusion Model

Finetuning

Token and Embedding

Context Window

Knowledge Cutoff

Hallucination

Grounding and RAG

Prompt Engineering and various types

Temperature

Top P and Top K

Foundation Model by Google

Gemini, Imagen, Veo, Codey, Chirp

Google AI Studio

Vertex AI Studio

Vertex AI Platform

Model Garden

AutoML

AI Landscape - Infrastructure, Model, Platform, Agents, AI Applications

AI Agents

Types of AI Agents

Components of AI Agents

Vertex AI Search

Google's Customer Engagement Suite

Gemini for Workspace, Gemini for Google Cloud

NotebookLM

Implementing AI Solutions

Responsible AI

Secure AI