Exclusive - Hands-On introduction to Large Language Models and how to use them

This course provides a comprehensive introduction to Large Language Models (LLMs), focusing on what they are, how to build them using PyTorch, and how to use them for inference in language tasks. Participants will learn about the history of LLMs, how LLMs fit into the larger AI/Generative AI landscape, neural-network-based language models, and how to use RNNs, LSTMs, and transformers for natural language processing tasks.

Who Should Attend?

AI/ML Enthusiasts interested in learning about NLP (Natural Language Processing) and Large Language Models (LLMs).
Data Scientists/Engineers interesting in using LLMs for inference and finetuning
Software Developers wanting basic practical experience with NLP frameworks and LLMs
Students and Professionals curious about the basics of transformers and how they power AI models

We can organize this training at your preferred date and location. Contact Us!

Prerequisites

Proficiency in Python programming
Familiarity with data analysis using Pandas

What You Will Learn

Working with an engaging, hands-on learning environment, and guided by an expert instructor, students will learn the basics of Large Language Models (LLMs) and how to use them for inference to build AI powered applications.

Understand the basics of Natural Language Processing
Implement text preprocessing and tokenization techniques using NLTK
Explain word embeddings and the evolution of language models
Use RNNs and LSTMs for handling sequential data
Describe what transformers are and use key models like BERT and GPT
Understand the risks and limitations of LLMs
Use pre-trained models from Hugging Face to implement NLP tasks
Understand the basics of Retrieval-Augmented Generation (RAG) systems

Training Outline

Introduction to NLP
- What is NLP?
- NLP Basics: Text Preprocessing and Tokenization
- NLP Basics: Word Embeddings
- Introducing Traditional NLP Libraries
- A brief history of modeling language
- Introducing PyTorch and HuggingFace for Text Preprocessing
- Neural Networks and Text Data
- Building Language Models using RNNs and LSTMs
Transformers and LLMs
- Introduction to Transformers
- Using Hugging Face’s Transformers for inference
- LLMs and Generative AI
- Current LLM Options
- Fine tuning GPT
- Aligning LLMs with Human Values
- Retrieval-Augmented Generation (RAG) Systems

Why Choose Us

Experience live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led LLM Basics Training in United States of America. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
Scalable Delivery: Accessible worldwide, including United States of America, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for LLM Basics Training in United States of America. Our hand-picked classroom venues in United States of America offer an invaluable human touch, providing a focused and interactive environment for professional growth.

Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginc IT Academy’s Onsite LLM Basics Training in United States of America. Experience expert-led learning at your own business premises, tailored to your corporate goals.

Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

LLM Basics Training in United States of America

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom Based Learning

Onsite / In-House Learning

Available Training Dates