LLM Basics Training in South Africa

  • Learn via: Online Instructor-Led / Classroom Based / Onsite
  • Duration: 2 Days
  • Price: From EUR 31,962
  • Upcoming Date:
  • UK & South Africa Based Global Training Provider
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!

HAVELSAN
ASELSAN
PepsiCo Türkiye
JTI TÜTÜN ÜRÜNLERİ SANAYİ A.Ş.
ING Bank
DHL
MASTERCARD
Huawei
TotalEnergies
Mercedes-Benz Türk A.Ş.
Goodyear
FORD OTOMOTIV SANAYI A.S.
3M COMPANY
Schneider Electric
Central Bank of Azerbaijan
BP Petrolleri
Procter & Gamble (P&G)
Qatar Foundation
Bank Of China
GlaxoSmithKline (GSK)
MORGAN STANLEY & CO Inc
Novo Nordisk
DEUTSCHE BANK
Azerbaycan Cumhuriyeti Emek ve Ahalinin Sosyal Güvenliği Bakanlığı
ACCENTURE

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

  1. 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
  2. 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 LLM Basics in South Africa through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

  • Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
  • Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
  • Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
  • Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's long-standing experience in delivering professional training since 1995.
  • Flexible and Scalable Delivery: Access live virtual classrooms from South Africa and worldwide, with flexible planning options for individual and corporate training needs.

Experience LLM Basics in a focused classroom environment in South Africa. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

  • Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
  • Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
  • Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
  • Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite LLM Basics in South Africa solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

  • Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
  • Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
  • Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
  • Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.
Contact us for more detail about our trainings and for all other enquiries!

LLM Basics Training Course in South Africa Schedule

Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

We can organize this training at your preferred date and location.
05 July 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
01 August 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
04 August 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
18 August 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
01 September 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
12 September 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
14 September 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962
24 September 2026 (2 Days)
Cape Town, Johannesburg, Pretoria
EUR 31,962

South Africa is the most advanced technological market on the continent, with Cape Town and Johannesburg acting as world-class centers for fintech, telecommunications, and digital entrepreneurship. Cape Town’s vibrant tech scene, often called 'Silicon Cape,' attracts international venture capital and research talent, while Johannesburg remains the industrial and financial heart of technical innovation. The country's top universities, including the University of Cape Town and Wits, provide a strong academic foundation for research in Artificial Intelligence and Big Data. Our educational frameworks in South Africa focus on equipping the professional workforce with the high-level skills needed to manage complex enterprise infrastructures. We provide elite training in Cybersecurity, Enterprise Architecture, and Data Science to support South Africa's leading role in the global digital economy.

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