Can I learn NLP without ML?

You can start learning NLP basics without deep ML knowledge, focusing on rule-based techniques and text processing. However, for modern NLP applications using LLMs, a foundational understanding of ML helps significantly.

Can I use Hugging Face for free?

Yes, Hugging Face offers free access to many models, datasets, and the Transformers library. You can use their tools locally or through hosted endpoints with limited usage under a free tier.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Gen AI Using Hugging Face Training

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Gen AI Using Hugging Face Training

Instructor: Priyanka Mehta

Included with

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1 module

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Understand LLM capabilities like summarization and content translation
Build real-world applications using chatbots, virtual assistants, and sentiment analysis
Evaluate LLM performance using ROUGE, GLUE, SuperGLUE, and BIG-bench benchmarks
Analyze industry use cases and deployment strategies for LLM-powered solutions

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

3 assignments

Taught in English

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There is 1 module in this course

This comprehensive course on Generative AI using Hugging Face equips you with the skills to build real-world NLP applications powered by transformer models. Begin with an introduction to the Hugging Face ecosystem and its role in accelerating AI development. Gain hands-on experience with speech-to-text pipelines and learn how to convert audio into accurate transcripts using pre-trained models. Progress to building sentiment analysis tools that interpret user feedback and classify emotions from text data. Advance your skills in natural language generation by leveraging Hugging Face's pre-trained transformers to create human-like content at scale, ideal for chatbots, summaries, and automated writing.

You should have a basic understanding of Python programming, NLP concepts, and machine learning. By the end of this course, you will be able to: - Build speech-to-text applications using Hugging Face models - Implement sentiment analysis for real-time feedback insights - Generate natural language content using transformer-based models - Apply Hugging Face tools for scalable NLP workflows Ideal for AI developers, data scientists, and NLP practitioners.

Explore the power of Generative AI using Hugging Face in this hands-on module. Begin with an introduction to Hugging Face and its ecosystem. Learn to implement speech-to-text applications and build sentiment analysis models. Progress to advanced text generation using pre-trained transformers for real-world use cases in NLP and AI content creation.

What's included

7 videos1 reading3 assignments

7 videos Total 50 minutes

Introduction to Hugging Face 1 minute
Speech to Text using Hugging Face - Part 1 10 minutes
Speech to Text using Hugging Face - Part 2 5 minutes
Sentiment Analysis using Hugging Face - Part 1 10 minutes
Sentiment Analysis using Hugging Face - Part 2 12 minutes
Text Generation using Hugging Face - Part 1 8 minutes
Text Generation using Hugging Face - Part 2 3 minutes

1 reading Total 10 minutes

Course Syllabus 10 minutes

3 assignments Total 70 minutes

Quiz on Introduction to Hugging Face and Core Applications 15 minutes
Quiz on Text-Based Applications with Hugging Face 15 minutes
Assessment for Gen AI Using Hugging Face 40 minutes

Instructor

Priyanka Mehta

Simplilearn

79 Courses 57,961 learners

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Frequently asked questions

Yes, many e-learning platforms like Coursera, Simplilearn, Udemy offers free and paid learning resources through their Hugging Face Course, covering transformers, NLP, and model deployment. It's designed for beginners and advanced users alike.

The best Generative AI course depends on your goals. For practical NLP applications, Hugging Face’s course is highly rated. For broader GenAI skills, programs by Coursera, Simplilearn, and DeepLearning.AI offer industry-recognized content.

Yes, the Hugging Face Course is completely free and open-source. It includes hands-on tutorials and is regularly updated to cover the latest in transformers, datasets, and NLP techniques.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.