Vertex AI Model Garden provides enterprise-ready foundation models, task-specific models, and APIs

Model Garden can serve as the starting point for model discovery for various different use cases. You can kick off a variety of workflows including using models directly, tuning models in Generative AI Studio, or deploying models to a data science notebook.

In this class, after being introduced to Vertex AI as a machine learning platform through the lens of Model Garden. You will learn how to leverage pre-trained models as part of your machine learning workflow and how to fine-tune models for your specific applications.

Is This The Right Course?

Prior completion “Machine Learning on Google Cloud” course or the equivalent knowledge of TensorFlow/Keras and machine learning.
Experience scripting in Python and working in Jupyter notebooks to create machine learning models.

Who Should Attend?

Machine learning practitioners who wish to leverage models available in Vertex AI Model Garden for various different use cases.

We can organize this training at your preferred date and location. Contact Us!

Prerequisites

Prior completion “Machine Learning on Google Cloud” course or the equivalent knowledge of TensorFlow/Keras and machine learning.
Experience scripting in Python and working in Jupyter notebooks to create machine learning models.

What You Will Learn

Students will learn,

Understand the model options available within Vertex AI Model Garden
Incorporate models in Vertex AI Model Garden in your machine learning workflows
Leverage foundation models for generative AI use cases
Fine-tune models to meet your specific needs

Training Outline

Module 1: Vertex AI for ML Workloads

Vertex AI on Google Cloud
Options for training, tuning and deploying ML models on Vertex AI
Generative AI options on Google Cloud and Vertex AI

Module 2: Model Garden

Introduction to Model Garden
Model types in Model Garden
Connecting models from Gen AI Studio and Model Registry
Introduction to course use cases

Module 3: Task-specific Solutions: Content Classification

Pre-trained models for specific tasks
VertexAI AutoML
Using a pre-trained model via the Python SDK

Module 4: Foundation Models: Text Embeddings via PaLM

Introduction to foundation models
PaLM API
GenAI Studio
Using the Embeddings API

Module 5: Fine-tunable Models

Fine-tunable models in Model Garden
Vertex AI Pipelines
Demo: Fine-tuning models for your specific use case

Why Choose Us

Experience live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led Vertex AI Model Garden Training in Canada. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
Scalable Delivery: Accessible worldwide, including Canada, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for Vertex AI Model Garden Training in Canada. Our hand-picked classroom venues in Canada offer an invaluable human touch, providing a focused and interactive environment for professional growth.

Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginc IT Academy’s Onsite Vertex AI Model Garden Training in Canada. Experience expert-led learning at your own business premises, tailored to your corporate goals.

Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Vertex AI Model Garden Training in Canada

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Available Training Dates

Blog posts related to Vertex AI Model Garden Training Course

Vertex AI Model Garden Training in Canada

Is This The Right Course?

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom Based Learning

Onsite / In-House Learning

Available Training Dates

Blog posts related to Vertex AI Model Garden Training Course

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