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  • Generative Ai

Generative AI Courses

Generative AI courses can help you learn how models create text, images, and other outputs using patterns learned from data. You can build skills in prompt design, model evaluation, and understanding how generative systems behave across tasks. Many courses introduce tools such as Python libraries, APIs, or model interfaces that support experimenting with generation and applying core concepts.

Popular Generative AI Courses and Certifications


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    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Generative AI Agents, Agentic systems, Generative AI, Model Deployment, AI Security, Containerization, Model Optimization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Configuring Vector Search in AlloyDB

    Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Query Languages, Database Management Systems, Generative AI, Data Store, Machine Learning

    Beginner · Project · Less Than 2 Hours

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    Packt

    Real-world End to End Machine Learning Ops on Google Cloud

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, LLM Application, Cloud Management, Model Training, Cloud Computing, CI/CD, Model Optimization, Cloud Deployment, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration

    Intermediate · Course · 1 - 3 Months

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    Neal Davis

    AWS Machine Learning Engineer Associate Exam Prep

    Skills you'll gain: Model Deployment, AWS SageMaker, Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, Cloud Deployment, Data Preprocessing, Model Evaluation, Amazon S3, Generative AI, Data Storage, Generative Model Architectures, Data Storage Technologies, Model Training, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Machine Learning, Amazon Redshift, Cloud Engineering

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Coding With Cody Sourcegraph: Optimise Open Source Code

    Skills you'll gain: Debugging, Development Environment, Open Source Technology, Integrated Development Environments, Program Development, AI Integrations, Software Development, Software Development Tools, Generative AI, Javascript

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Databricks GenAI Engineering

    Skills you'll gain: Databricks, Generative AI, Prompt Engineering, Retrieval-Augmented Generation, Vector Databases, Context Engineering, Fine-tuning, LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Applied Machine Learning, Embeddings, Data Lakes, Model Evaluation, Model Optimization, Acceptance Testing

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Prompt Architecture and NLP on Amazon Bedrock

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, AI Workflows, Natural Language Processing, Tool Calling, LLM Application, AI Orchestration, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Model Training, Generative AI, Model Evaluation, Generative Model Architectures, Deep Learning, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini in Google Sheets - Italiano

    Skills you'll gain: Google Gemini, Gemini, Google Sheets, Google Workspace, Prompt Engineering, AI literacy, Generative AI

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Data-Driven Marketing, Generative AI, Marketing Analytics, Customer Analysis, Customer Insights, Advanced Analytics, Analytics, Predictive Modeling, Marketing Strategies, Forecasting

    Beginner · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    AWS Intelligent Applications with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Amazon Web Services, Agentic Workflows, LLM Application, Anthropic Claude, Generative AI Agents, Agentic systems, Retrieval-Augmented Generation, Tool Calling, Cloud Computing, Generative AI, Model Deployment, Prototyping, Bash (Scripting Language), Embeddings, Large Language Modeling, Restful API, Prompt Engineering, Vector Databases, Rust (Programming Language)

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Image Generation - בעברית

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Google Cloud Platform, Applied Machine Learning, Responsible AI

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular generative ai courses

  • RAG Systems and Production Operations: Coursera
  • Configuring Vector Search in AlloyDB: Google Cloud
  • Real-world End to End Machine Learning Ops on Google Cloud: Packt
  • AWS Machine Learning Engineer Associate Exam Prep: Neal Davis
  • Coding With Cody Sourcegraph: Optimise Open Source Code: Coursera
  • Databricks GenAI Engineering: Coursera
  • Prompt Architecture and NLP on Amazon Bedrock: Pragmatic AI Labs
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Gemini in Google Sheets - Italiano: Google Cloud
  • Gemini for Data Scientists and Analysts - Bahasa Indonesia: Google Cloud

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