Leveraging Generative AI APIs E-Learning Training 

Ontketen de kracht van AI met toonaangevende Generative AI API’s van OpenAI en Google.

Generative AI API's hebben de wereld van kunstmatige intelligentie getransformeerd. Deze krachtige tools stellen ontwikkelaars in staat om voorgetrainde taalmodellen te gebruiken voor tekstgeneratie, vertaling, vraag-en-antwoord, chatbots, en zelfs creatieve toepassingen zoals kunst of aanbevelingssystemen.

Deze leerreis is opgedeeld in drie duidelijke trajecten:

1. Introductie in Generative AI API's – bouw een sterke basis voor begrip en implementatie.
2. OpenAI API's – leer werken met geavanceerde toepassingen van o.a. ChatGPT.
3. Google Bard API – ontdek hoe je deze krachtige tool inzet voor slimme interacties en datagestuurde content.

Na deze training kun je generatieve AI integreren in je eigen projecten en processen voor contentcreatie, klantinteractie, automatisering en vertalingen.

Waarom kiezen voor deze opleiding?

• Werk met populaire platforms zoals OpenAI en Google Bard
• Automatiseer workflows en klantinteracties met AI
• Verken real-world toepassingen van generatieve modellen
• Leer prompt engineering en API-integratie in de praktijk
• Inclusief 365 dagen toegang tot e-learning, mentor, labs & examens

Wie zou moeten deelnemen?

Deze opleiding is ideaal voor:

• Ontwikkelaars die AI-functionaliteit willen integreren
• Creatieve professionals op zoek naar automatisering en inspiratie
• Data scientists en AI-liefhebbers
• IT-professionals en productmanagers met innovatieambitie

Deze Learning Kit met meer dan 9 leeruren is verdeeld in drie sporen:

Demo Leveraging Generative AI APIs Training

Cursusinhoud

Track 1: Fundamentals of Generative AI APIs for Practical Applications

In this track of the Leveraging Generative AI APIs Skillsoft Aspire journey, the focus will be on Generative AI for practical applications.
E-learning courses (1 hours +):

Generative AI APIs for Practical Applications: An Introduction

Course: 1 Hour, 14 Minutes

• Course Overview
• What Is Generative Artificial Intelligence (AI)?
• History and Future of Generative AI
• Applications of Generative AI
• Ethical Concerns of Generative AI
• Safety, Security, and Privacy Concerns of Generative AI
• Available Generative AI Application Programming Interfaces (APIs)
• Best Practices for Using Generative AI
• Generating Images with Generative AI
• Generating Text with Generative AI
• Integration of Generative AI
• Challenges of Integrating Generative AI
• Creating a Generative AI Chatbot
• Course Summary

Track 2: Harnessing OpenAI APIs for Powerful Application Solutions

In this track of the Leveraging Generative AI APIs Skillsoft Aspire journey, the focus will be on OpenAI.
E-learning courses (3 hours +):

OpenAI API: Introduction to the OpenAI API

Course: 1 Hour, 17 Minutes

• Course Overview
• Generative Pre-trained Transformer (GPT) and OpenAI
• Creating an OpenAI Account and API Key
• Security, Privacy, and Best Practices for Using OpenAI
• Tokens, Pricing, and Limits in OpenAI Usage
• OpenAI Models
• OpenAI API Endpoints
• Working with Text Completion
• Handling Responses and Errors
• Applying Techniques to Improve Results
• Translation API Features
• Translating to and from English Using the Translation API
• Organization API Usage Best Practices
• Course Summary

OpenAI API: Text, Image, & Audio Generation with OpenAI

Course: 1 Hour, 17 Minutes

• Course Overview
• Advanced Text Generation with OpenAI
• Using OpenAI Text Generation with Long Inputs
• OpenAI's Image Generation Techniques
• Generating Images with OpenAI
• Using Image Masks to Generate Images with OpenAI
• Object Recognition in Images with OpenAI CLIP
• Open AI Speech Recognition
• Converting Audio to Text with OpenAI
• Text-to-speech with OpenAI
• Audio Speech Translation with OpenAI
• Translating Audio Speech to and from English with OpenAI
• Improving Audio Translation with OpenAI Prompts
• Course Summary

OpenAI API: Code, Relatedness, & Fine-tuning with OpenAI

Course: 1 Hour, 22 Minutes

• Course Overview
• OpenAI Code Generation and Completion API
• Using Code Generation and Completion
• Applying Code Augmentation Features
• Using Sentiment Analysis on Text
• OpenAI Embeddings and Relatedness
• Using Embeddings for Clustering and Recommendations
• Generating Similarity Measurements and Classifications
• OpenAI Fine-tuning
• OpenAI Fine-tuning for Classification
• OpenAI Fine-tuning for Triage Email
• Creating a Simple Customer-facing Chatbot
• Fine-tuning Chatbots
• Course Summary

Track 3: Exploring the Capabilities of Google Generative AI APIs

In this track of the Leveraging Generative AI APIs Skillsoft Aspire journey, the focus will be on exploring Google Bard.
E-learning courses (5 hours +):

Google Generative AI APIs: Introduction to Google Bard

Course: 1 Hour, 12 Minutes

• Course Overview
• What is Google Bard?
• Bard Features
• Distinguish between LaMDA, PaLM, and Bard
• Bard vs. Other Conversational AIs
• Ethics and Privacy
• Security, Limitations, and Best Practices
• Requirements to Create an Account and Use Bard
• Creating a Bard Account
• Exploring the Bard Web Interface
• Using Bard to Answer Questions
• Creating Written Content with Bard
• Using Bard via Voice and Audio
• Course Summary

Google Generative AI APIs: Bard Fundamentals

Course: 1 Hour, 24 Minutes

• Course Overview
• Handling Images in Bard
• Identifying Objects in Images
• Introduction to Bard Application Programming Interface (API)
• Creating a Story, Poem, and Song Lyric
• Creating or Completing a Blog or Marketing Copy
• Creating Outlines or Summaries
• Rewriting Text with a Specific Tone
• Translation with Bard
• Translating English to Another Language
• Translating Foreign Language Content to English
• Translating a Website to or from English
• Sharing Bard Code Responses
• Sharing Bard Responses with Google Services
• Course Summary

Google Generative AI APIs: Bard & the PaLM API Fundamentals

Course: 1 Hour, 10 Minutes

• Course Overview
• Data Analysis Capabilities of Bard
• Using Bard to Analyze Data
• Outputting Formatting for Data
• What is Pathways Language Model (PaLM)?
• PaLM API Features
• Creating and Verifying the Use of a PaLM API Key
• Supported Coding Languages and Libraries
• PaLM API Model Variations
• PaLM API Endpoints
• Using the PaLM API
• Generating Text, Poems, or Stories via the API
• Translating Text to and from English via the API
• Course Summary

Google Generative AI APIs: Advanced Features of Bard & PaLM

Course: 1 Hour, 21 Minutes

• Course Overview
• Comparing Code between Languages
• Fixing Bugs and Adding Comments to Code
• Python Client API Library for PaLM
• Using Python and PaLM API
• Working with Python and PaLM API Chat with Context
• Safety Filter Thresholds
• Using the Safety Filters to Check Content
• Adjusting Parameters Programmatically
• Troubleshooting Common Problems When Using Bard
• Using Optimization Techniques
• Improving Security and Integration with OAuth 2.0
• Creating a Chatbot
• Course Summary

Assessment:

• Final Exam: Leveraging Generative AI APIs