Professional certification in Programming

Hugging Face for Natural Language Processing (NLP) Training

Our IT training courses are developed with industry-standards and career-focused technologies.


Speak to an advisor
Award:
Certification
Duration & Study Mode:
Full time, Part-time, Evening and Weekends, Virtual online
Location:
London, Flexible online
Duration: 4 days

In the world of Natural Language Processing (NLP), Hugging Face has emerged as a powerful platform that democratizes access to state-of-the-art NLP models and tools. This comprehensive course, “Hugging Face for Natural Language Processing (NLP) Training,” is designed to equip you with the knowledge and skills needed to harness the full potential of Hugging Face’s transformers library and related resources for a wide range of NLP tasks. Whether you’re a data scientist, machine learning engineer, or NLP enthusiast, this course will empower you to leverage cutting-edge models and techniques effectively.

Prerequisites

  • Basic knowledge of Python programming.
  • Familiarity with machine learning and deep learning concepts is helpful but not mandatory.
  • No prior experience with Hugging Face is required, as the course covers the platform comprehensively.

What will you gain after this course

  • Introduction to Hugging Face: Gain a foundational understanding of Hugging Face, its mission, and its role in the NLP landscape.
  • Exploration of Transformers: Dive into the transformers library, explore pre-trained models, and learn how to fine-tune them for specific NLP tasks.
  • NLP Fundamentals: Build a strong foundation in NLP concepts, including tokenization, word embeddings, attention mechanisms, and more.
  • Hands-on Model Training: Develop the skills to train and fine-tune NLP models on custom datasets using Hugging Face’s easy-to-use API.
  • Transfer Learning: Understand the power of transfer learning and how to adapt pre-trained models to your specific NLP applications.
  • Model Deployment: Learn how to deploy Hugging Face models in various production environments, including web applications and cloud platforms.
  • Advanced NLP Tasks: Explore advanced NLP tasks such as text generation, question answering, sentiment analysis, and language translation using Hugging Face models.
  • Model Interpretability: Discover techniques for interpreting and explaining the predictions of NLP models, including attention visualization and saliency maps.
  • Real-world Applications: Apply your NLP skills to real-world projects, including chatbots, sentiment analysis systems, and text summarization applications.

Jobs you can get
with a Natural Language Processing (NLP) Fundamentals with Python Certification

  • Natural Language Processing Specialist
  • Senior Data Scientist – Natural Language Processing
  • Application Developer – Natural Language Processing
  • Data Language Engineer
  • Senior Associate, Analytics – Natural Language Processing
  • Machine Learning Engineer

Corporate Group Training

  • Customized Training
  • Onsite / Virtual
  • Instructor-led Delivery
  • For small to large groups

Request Brochure

Top 10 IT Skills in Demand for 2023

Top 10 IT Skills in Demand for 2023

The global economy is constantly changing and evolving, so today's skills in high demand may not be as important ten years from now. This article

If you are not going to university how to get an IT job?

If you are not going to university how to get an IT job?

With the number of graduates in the IT field predicted to grow by 22% between now and 2024, it’s no surprise that there are

Google Certified Professional Cloud Architect Certification

Google Certified Professional Cloud Architect Certification

Cloud Architect professionals’ have adequate knowledge and skill to integrate Google Cloud infrastructure as part of the core IT platform for the company. These professionals

London IT Training Google

AWS Certified Cloud Practitioner

AWS Certified Cloud Practitioner

As by the name, it is evident that this course is a fundamental course in which the start will be taken from a very

CompTIA Server+ Certification

CompTIA Server+ Certification

An overview of CompTIA Server+ Certification: CompTIA Server+ certification recognises both the knowledge and experience of an IT Professional to configure, maintain and troubleshoot the

CompTIA A+ Certification

CompTIA A+ Certification

Competencies of CompTIA A+ certification for an entry-level IT Technician CompTIA A+ certifications certify the set of skill and knowledge required for an entry-level IT

MCSA Certification

MCSA Certification

MCSA (Microsoft Certified Solutions Associate) is a certification programme designed for individuals seeking entry-level positions in information technology (IT). It is required for advanced

IT Support Technician Courses Training

The roles of IT support technicians are significant for the IT department of any business. They are the key responsible person as the company's IT staff to keep any IT-related

London IT Training IT Technical

Coding Courses London

Our Programming and Development course portfolio caters to a wide range of learners, from beginners learning the fundamentals to experienced programmers honing their skills in multiple programming languages. These courses

IT Training Online

Online education and training have become more popular and convenient and also saw rapid progress in recent months due to COVID pandemic. But online learning has been around for quite

Short IT Courses Training

The rapid increase of modern digital technologies such as IoT, AI, applications and operations of robots have made the business sequences much easier and convenient for organisations and it can

AWS Courses

AWS (Azure Web Services) is an enterprise-level cloud platform from Amazon. We offer a list of AWS training to make you prepare to work effectively on this platform. Among the

Get a 10% discount

If you enrol two months in advance

Select your preferred training delivery mode

Who is this certification for?

  • Data Scientists and Analysts
  • Machine Learning Engineers
  • NLP Practitioners
  • Software Developers interested in NLP
  • Anyone looking to enhance their NLP skills using Hugging Face




Group-Icon2
Small Groups

With small groups of students, our instructors can work closely with each student.

Schedule
Flexible Class Schedules

Our class schedules are flexible on weekdays, weekend, or evenings to suit your schedule.

Instructors
Experienced Instructors

Our instructors follow a modified are personalized approach to engage students during class

Lab-Facilities
Hi-Tech Lab Facilities

Our students can access our lab facilities anytime for practical experience during and after studies.

Syllabus

Introduction

  • Overview of NLP and its applications
  • Introduction to Hugging Face and its key features

Setting up a working environment

  • Installing and configuring Hugging Face

Understanding the Hugging Face Transformers library and Transformer Models

  • Exploring the Transformers library structure and functionalities
  • Overview of various Transformer models available in Hugging Face

Utilizing Hugging Face Transformers

  • Loading and using pretrained models
  • Applying Transformers for various NLP tasks

Fine-Tuning a Pretrained Model

  • Preparing a dataset for fine-tuning
  • Fine-tuning a Transformer model on a specific task

Sharing Models and Tokenizers

  • Exporting and sharing trained models
  • Utilizing tokenizers for text processing

Exploring Hugging Face Datasets Library

  • Overview of the Datasets library in Hugging Face
  • Accessing and utilizing pre-existing datasets

Exploring Hugging Face Tokenizers Library

  • Understanding tokenization techniques and their importance
  • Leveraging tokenizers from Hugging Face

Carrying out Classic NLP Tasks

  • Implementing common NLP tasks using Hugging Face
  • Text classification, sentiment analysis, named entity recognition, etc.

Leveraging Transformer Models for Addressing Tasks in Speech Processing and Computer Vision

  • Extending the use of Transformers beyond text-based tasks
  • Applying Transformers for speech and image-related tasks

Troubleshooting and Debugging

  • Common issues and challenges in working with Hugging Face
  • Techniques for troubleshooting and debugging

Building and Sharing Your Model Demos

  • Designing and creating interactive model demos
  • Sharing and showcasing your models effectively

Summary and Next Steps

  • Recap of key concepts and techniques learned
  • Guidance on further exploration and resources for continued learning





When would you like to start?

7/10/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
11/10/202417:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
14/10/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
16/10/202410:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
21/10/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
28/10/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
31/10/202417:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
4/11/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
6/11/202410:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
17/07/202410:00 – 17:00Wed5 WeeksClassroom / OnlinePlaces available Future Dates/Request Price
11/11/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
18/11/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
21/11/202417:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
25/11/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
27/11/202410:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
2/12/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
9/12/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
12/12/202417:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
16/12/202410:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
18/12/202410:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
06/01/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
13/01/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
16/01/202517:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
20/01/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
27/01/202510:00 – 18:00Mon - Fri5 DaysClassroom / OnlinePlaces available Future Dates/Request Price
29/01/202517:00 – 21:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
03/02/202510:00 – 18:00Mon - Fri5 DaysClassroom / OnlinePlaces available Future Dates/Request Price
10/02/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
12/02/202510:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
17/02/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
24/02/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
26/02/202517:00 – 21:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
03/03/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
10/03/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
12/03/202510:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
17/03/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
20/03/202517:00 – 21:00Thu5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
23/03/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price
26/03/202510:00 – 17:00Wed5 Weeks Classroom / OnlinePlaces available Future Dates/Request Price
31/03/202510:00 – 18:00Mon - Fri5 Days Classroom / OnlinePlaces available Future Dates/Request Price

Customers
Who We Work With

REQUEST FOR TRAINING


Frequently Asked Questions

Choosing a training center for any IT course is not an easy task. In order to earn extra credential to your IT career that will add values, you can undoubtedly choose London IT Career not only for the proven reputation but also for the opportunity to get highly skilled and experienced trainers. You will be highly motivated to accelerate you IT career in collaboration with London IT Training once you get the references from many other successful IT professionals working at well recognized and reputed IT companies, who had successfully completed IT courses from here.
You can expect to get excellent facilities from London IT Training for your preferred IT course. At London It Training, you will get well designed IT courses with updated resources, which are designed to be taught under the most meritorious trainers, over the UK. You can surely look ahead to get quality training along with desirable facilities that meet the global standard at London IT Training. Here, you can pick your required IT course at your convenient time as London IT Training is offering flexible schedule for the courses. Beside of these, you will get the access to the resources of your courses at anytime from anywhere, as London IT Training has uploaded all the course content online for its candidates.
At London IT Training, you will get both academic and administrative support, whenever you need and as per your requirement. We have a team of highly skilled and professional individuals who are ready to serve you by all means. You will find our trainers available even after the scheduled class time. London IT Training is also arrange group discussion among the participants and the Instructors, that will help you to get more out from the IT course you are attending. London IT Training is also helping the candidates for a better job placement, who have successfully completed the IT courses from here.
London IT Training continuously update the course content as the paradigm and practice of IT industry is changing and evolving more rapidly than ever before. Our courses are well organized, which will help you to get deep inside the subject matter without facing any difficulties. At London IT Training, the instructors are always keeping themselves busy not only to deliver the subject matter in a quality manner but also concerned about any changes that are required for the curriculum of the course.
In terms of recognition, you have nothing to worry about the IT courses offered by London IT Training. We have already earned the reputation as a training institute in the UK by putting our consistent effort on the training that we offered and also by working in collaboration with a significant number of reputed IT companies across the UK, for our Job placement program. IT professionals, who had successfully completed IT courses from London IT Training, are working with an outstanding reputation regarding the skill and experience, at their workplace and this is one of the key competencies of our training center.
Scroll Up