Description

Machine Learning with Hugging Face Bootcamp: Zero to Mastery. This course provides a comprehensive, project-based path to mastering machine learning using the Hugging Face ecosystem, from basic fundamentals to deploying models. As the most comprehensive and practical online resource, this course emphasizes hands-on learning, delivering essential skills through real-world projects. As a cornerstone of modern machine learning and AI, Hugging Face is a platform where leading companies such as OpenAI, Google, and Apple publish their open-source models, and users can create a personal profile and build a professional ML/AI portfolio. By simplifying work with the most advanced AI models, the platform makes it very easy for beginners to get started, while providing powerful flexibility for advanced users. During this course, skills are taught by personalizing and building practical models including text classification models, object recognition, large and small language models, and visual language models based on Hugging Face so that learners can apply their knowledge directly to practical situations.

What you will learn

• Search and load datasets using the Hugging Face Datasets library.
• Easy text cleaning, tagging, and batching.
• Fine-tune a small transformer for classification.
• Measuring accuracy and improving step by step.
• Save and share the model in Hugging Face Hub.
• Creating a simple demo using Gradio.
• App release on Hugging Face Spaces.
• Explain projects with a clear Model Card.
• Use the full Hugging Face ecosystem, including:
• Powerful Hugging Face Transformers library for customizing machine learning models in text, computer vision, audio, video, and even a combination of them with Multimodal Models for both Inference and Training phases.
• Hugging Face Datasets library for easy access and sharing of AI datasets for voice, computer vision, and natural language processing (NLP) tasks.
• Hugging Face Hub, an online platform that allows people to easily collaborate, build, and share their machine learning projects.
• There will also be a lot of code written in this course.

This course is suitable for people who:

• People looking to learn new machine learning skills using Hugging Face.
• Aspiring machine learning engineers who want to learn practical, real-world skills.
• Anyone who wants to learn and use open source models, datasets, and advanced tools in the field of artificial intelligence and machine learning.
• Those who want to learn everything from training models to building demos and deploying them on platforms like Hugging Face Spaces.
• People interested in building an ML/AI portfolio and sharing their projects on Hugging Face Hub.

Machine Learning with Hugging Face Bootcamp: Zero to Mastery Course Details

• Publisher: ZeroToMastery
• Instructor: Daniel Bourke
• Education level: Intermediate
• Training duration: 23 hours and 23 minutes
• Number of lessons: 138

Course headings

Prerequisites for the Machine Learning with Hugging Face Bootcamp: Zero to Mastery course

• Basic Python knowledge required
• Basic Machine Learning knowledge recommended but not required

Course images

Sample course video

Download link

Downloadly

Download Part 1 – 2 GB

Download Part 2 – 2 GB

Download Part 3 – 2 GB

Download Part 4 – 1.73 GB

Rapidgator

Download Part 1 – 2 GB

Download Part 2 – 2 GB

Download Part 3 – 2 GB

Download Part 4 – 1.73 GB

File(s) password: www.downloadly.ir

File size

7.73 GB