Training: Generatieve AI op Google Cloud Platform (GCP)
AI op Google
12 uur
Engels (US)

Training: Generatieve AI op Google Cloud Platform (GCP)

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Productinformatie

De wereld van kunstmatige intelligentie ontwikkelt zich snel en generatieve AI neemt het voortouw. Deze training geeft je de kennis om de kracht van Google Cloud Platform (GCP) te benutten voor je generatieve AI-projecten.

Je maakt eerste kennis met generatieve AI-concepten, de voordelen en beperkingen en de rol ervan binnen het bredere veld van machine learning. Je verkent ook Vertex AI, het hart van GCP's machine learning-aanbod, en ontdekt hoe het generatieve AI-workflows stroomlijnt en je in staat stelt betere modellen te bouwen. Tot slot verdiep je je in Generative AI Studio, een krachtige cloudgebaseerde tool voor het snel maken van prototypes en het implementeren van je generatieve AI-modellen. Leer taalmodellen te verfijnen, de prestaties te evalueren en ze uiteindelijk in te zetten voor gebruik in de echte wereld.

Inhoud van de training

Generatieve AI op Google Cloud Platform (GCP)

12 uur

Generative AI on GCP: An Introduction

Generative artificial intelligence (AI) has taken the world by storm. Chatbots, photo creation, document writing, and other practical applications are everywhere, and they're gaining in popularity and sophistication. Google Cloud Platform (GCP) has a broad range of powerful generative AI tools that can be used to leverage the power of modern artificial intelligence. In this course, you'll be introduced to generative AI, beginning with GCP and its generative AI offerings. You will discover the advantages and disadvantages of generative AI and features of GCP machine learning (ML). Then you'll learn about the generative AI life cycle, image generation, natural language processing (NLP), and best practices for developing generative AI. Finally, you'll explore GCP privacy, security, and compliance considerations, monitoring and logging with GCP, and some real-world generative AI use cases.

Generative AI on GCP: Empowering Machine Language Workflows with Vertex AI

Google Cloud Platform (GCP) has a broad range of powerful generative AI tools that can be used to leverage the power of modern artificial intelligence (AI). A main component of that toolbox is Google's Vertex AI platform, which can aid organizations in streamlining machine learning (ML) workflows and deliver better machine learning models. In this course, you'll be introduced to Vertex AI, beginning with an overview of its features, model deployment, and end-to-end workflow. Then you'll explore pros and cons of Vertex AI, how it can be used to accelerate development, and model selection, training, and evaluation considerations. Finally, you'll learn about Vertex AI integration, data preparation, feature engineering, model evaluation, and Vertex AI success stories.

Generative AI on GCP: Harnessing Generative AI with Vertex AI

A main component of the Google Cloud Platform (GCP) machine learning offering is Google's Vertex AI Platform, which provides tools that can aid organizations in leveraging Vertex AI for generative artificial intelligence (GenAI) projects. This course investigates the unique support and capabilities offered by Vertex AI specifically for generative AI models, empowering learners to unlock their creative potential. In this course, you will dig into harnessing generative AI using Vertex AI, beginning with an overview of generative AI support in Vertex AI, Vertex AI's generative AI models, and the features and uses of Google's Generative AI Studio. Then you will discover the Vertex AI API, explore Vertex AI Model Garden, and create custom models in Vertex AI. Finally, you will learn about responsible AI with safety filters and find out how to use Vertex AI Search and Conversation. After completing this course, you will be able to confidently leverage Vertex AI to build generative AI models.

Generative AI on GCP: Deep Dive Into Generative AI Studio

Generative artificial intelligence (AI) has taken the world by storm, and Google Cloud Platform (GCP) has a broad range of powerful generative AI tools that can be used to leverage the power of modern artificial intelligence. Google's Generative AI Studio is a cloud console tool for rapid prototyping and testing of generative AI models and leverages the power of Vertex AI, allowing developers to interact, tune, and deploy large-scale AI models. In this course, you will take a deep dive into Generative AI Studio, beginning with generative AI prompt design, model training, and tuning language models. Then you will explore model performance evaluation and generative AI deployment. Next, you will focus on case studies and practical examples to discover how organizations use GCP generative AI. Finally, you will learn how to convert speech to text and prototype language applications.

Generative AI on GCP: Building Generative AI-powered Apps in GCP

Google Cloud Platform (GCP) has a wide range of powerful generative artificial intelligence (AI) services that can leverage the power of modern AI. Using these services, developers can build powerful applications with GCP, and with the proper use of various technologies, developers new to GCP can gain the knowledge and skills necessary to develop and deploy cutting-edge generative AI applications. In this course, you will create a generative AI-powered app in GCP, beginning with planning and building a generative AI model, GCP environment setup, and Python environment creation. Then you will learn how to build and train a generator and a discriminator with TensorFlow. Next, you will build and run a training loop, and dockerize the training script. Finally, you will deploy your finished model to an application programming interface (API) endpoint and test that model.

Kenmerken

Docent inbegrepen
Bereidt voor op officieel examen
Engels (US)
12 uur
AI op Google
180 dagen online toegang
HBO

Meer informatie

Doelgroep 0
Voorkennis

Geen formele vereisten. Enige ervaring in het werken met GCP wordt aanbevolen.

Resultaat

Aan het einde van deze training heb je de kennis om:

  • Vertex AI met vertrouwen in te zetten voor generatieve AI-projecten.
  • Effectieve prompts te ontwerpen en generatieve AI-modellen te trainen.
  • Modelprestaties te evalueren en implementeren.
  • Innovatieve toepassingen te ontwikkelen met de generatieve AI-tools van GCP.

Positieve reacties van cursisten

Training: Leidinggeven aan de AI transformatie

Nuttige training. Het bestelproces verliep vlot, ik kon direct beginnen.

- Mike van Manen

Onbeperkt Leren Abonnement

Onbeperkt Leren aangeschaft omdat je veel waar voor je geld krijgt. Ik gebruik het nog maar kort, maar eerste indruk is goed.

- Floor van Dijk

Hoe gaat het te werk?

1

Training bestellen

Nadat je de training hebt besteld krijg je bevestiging per e-mail.

2

Toegang leerplatform

In de e-mail staat een link waarmee je toegang krijgt tot ons leerplatform.

3

Direct beginnen

Je kunt direct van start. Studeer vanaf nu waar en wanneer jij wilt.

4

Training afronden

Rond de training succesvol af en ontvang van ons een certificaat!

Veelgestelde vragen

Veelgestelde vragen

Op welke manieren kan ik betalen?

Je kunt bij ons betalen met iDEAL, PayPal, Creditcard, Bancontact en op factuur. Betaal je op factuur, dan kun je met de training starten zodra de betaling binnen is.

Hoe lang heb ik toegang tot de training?

Dit verschilt per training, maar meestal 180 dagen. Je kunt dit vinden onder het kopje ‘Kenmerken’.

Waar kan ik terecht als ik vragen heb?

Je kunt onze Learning & Development collega’s tijdens kantoortijden altijd bereiken via support@aitrainingscentrum.nl of telefonisch via 026-8402941.

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