Leveraging Generative AI APIs E-Learning
Unleash AI potential with OpenAI and Google Bard APIs for smart automation and creativity.
Generative AI APIs have revolutionized the AI landscape, empowering developers to access powerful pre-trained language models. These APIs enable text generation, language translation, Q&A systems, chatbots, and creative content generation.
This learning journey is structured in three progressive paths:
- Foundations of Generative AI APIs – build essential knowledge for usage and integration.
- OpenAI APIs – master ChatGPT and other tools for advanced AI applications.
- Google’s Bard API – learn how to optimize and deploy intelligent features via Bard.
By the end of this course, you’ll be able to integrate generative AI into business, technical, and creative processes to automate content, enhance communication, and create value.
Why Choose This Training?
- Work hands-on with OpenAI and Google Bard APIs
- Automate tasks and power applications with AI
- Learn real-world applications and prompt engineering
- Build intelligent solutions for multiple use cases
- 365-day access to e-learning, mentor support, labs & final exam
Who Should Enroll?
This training is suitable for:
- Developers and software engineers
- Creatives and content creators
- Data scientists & AI enthusiasts
- Product managers and tech leads
This Learning Kit with more than 9 hours of learning is divided into three tracks:
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
Microsoft
