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Oracle Cloud Infrastructure Generative AI Professional

The Oracle Cloud Infrastructure Generative AI course offers an in-depth technical introduction to Large Language Models (LLMs), covering aspects such as LLM architecture, fine-tuning techniques, code...

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$2,700 USD
Duration 2 days
Course Code OCI-GENAIPRO
Available Formats Classroom

Overview

The Oracle Cloud Infrastructure Generative AI course offers an in-depth technical introduction to Large Language Models (LLMs), covering aspects such as LLM architecture, fine-tuning techniques, code models, multimodal LLMs, and language agents. Additionally, you will explore topics such as, pretrained foundational models, chat models, embeddings, Dedicated AI Clusters, and the OCI Generative AI security architecture. You will also go through demonstrations of implementing retrieval augmented generation using OCI Generative AI and AI Agents services and Oracle23ai Database This course also prepares you for the Oracle Cloud Infrastructure 2025 Generative AI Professional certification.

Skills Gained

After completing this course, you should be able to:

  • Explain Large Language Models (LLMs) and their applications
  • Use OCI Generative AI Service and OCI Generative AI Agents Service proficiently
  • Build a chatbot using OCI Generative AI Agents Service

Course Details

Fundamentals of Large Language Models

  • Introduction to Large Language Models
  • LLM Architectures
  • Prompting and Prompt Engineering
  • Issues with Prompting
  • Training
  • Decoding
  • Hallucination
  • LLM Applications

OCI Generative AI Service

  • OCI Generative AI
  • Chat Models
  • Generative AI Inference API
  • Embedding Models
  • Prompt Engineering
  • Customize LLMS with your data
  • Fine Tuning and Inference in OCI Generative AI
  • Dedicated Cluster Sizing and Pricing
  • Fine-tuning configuration
  • OCI Generative AI Security

RAG using Generative AI service and Oracle 23 ai Vector Search

  • OCI Generative AI Integrations
  • Retrieval Augmented Generation
  • Process Documents
  • Embed and Store Documents
  • Retrieval and Generation
  • LangChain Basics
  • Conversational RAG
  • RAG with Oracle 23ai

Chatbot using Generative AI Agent Service

  • Oracle Generative AI Agent lesson
  • Chatbot demo using Object store
  • Chatbot demo using Oracle 23ai

Schedule

FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

Thank Tech Data for sponsoring this course you really take care of your partners.

ExitCertified provided great learning material and the instructor was great.

the course is good, covers many aspects, wish the lab is a little bit more in depth

It is very good and very simple instructions. almost to much hand holding.

Courseware was effective but would like to have some PDF material on BPML and XPATH