Open-source AI Models

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Open-source AI Models

This course is part of AI Engineering Specialization

Instructor: Per Harald Borgen

4,604 already enrolled

Included with

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

1 hour to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Intermediate level

Some related experience required

1 hour to complete

Flexible schedule

Learn at your own pace

What you'll learn

Grasp Open-source vs Closed-source Paradigms
Understand HuggingFace.js for Practical AI Implementation
Navigate and Utilize AI Resources

Skills you'll gain

Category: Open Source Technology
Category: LLM Application
Category: AI Integrations
Category: Responsible AI

Tools you'll learn

Category: Application Frameworks
Category: Generative AI
Category: Model Deployment
Category: Hugging Face
Category: Web Applications

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

1 assignment

Taught in English

Build your subject-matter expertise

This course is part of the AI Engineering Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There is 1 module in this course

Upon completing this course, learners will understand the distinctions between open-source and closed-source frameworks and their impact on development. The course offers hands-on experience with HuggingFace.js, enabling learners to perform inference tasks and apply AI solutions in real scenarios.

Participants will gain the skills to implement text-to-speech and image transformations using HuggingFace's libraries. The focus on the HuggingFace.js interface provides direct access to leading open-source AI tools, standing out in its practical approach. A key section is on navigating the HuggingFace.js Hub, where learners discover how to access free models, essential for cost-effective AI deployment. The course culminates with insights into AI’s future in browser-based applications, preparing learners for the next wave of AI integration. What distinguishes this course is its blend of theoretical knowledge and practical application, equipping learners to effectively utilize AI models in their projects. It's ideal for those aiming to pioneer in open-source AI application development.

This module teaches the importance and utility of open-source AI models. It offers hands-on experience in AI tasks like text-to-speech, text-generation and image processing. It also gives you an introduction to HuggingFace, and how you can use the platform to easily use open AI models.

What's included

1 assignment7 plugins

1 assignmentTotal 30 minutes

Open-source AI Models Graded Quiz30 minutes

7 pluginsTotal 30 minutes

Welcome to interactive lessons!1 minute
Open source vs closed source5 minutes
Intro To HuggingFace.js Inference8 minutes
Text To Speech With HuggingFace.js Inference3 minutes
Transforming Images with HuggingFace.js Inference 5 minutes
AI Models In The Browser With Transformers.js7 minutes
Recap1 minute

Earn a career certificate

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Instructor

Per Harald Borgen

Scrimba

17 Courses65,214 learners

Offered by

Scrimba

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