Our expert-led GenAI training program, crafted to empower developers with practical skills in building intelligent apps using LLMs, LangChain, and vector search.

GenAI for Developers

Our expert-led GenAI training program, crafted to empower developers with practical skills in building intelligent apps using LLMs, LangChain, and vector search.

GenAI for Developers

At a glance

1.5 days

Individually schedulable

Completely
remote

Theory &
Practice

English

Learn to integrate Generative AI into real-world applications. Use tools like OpenAI and LangChain to build intelligent apps that create, automate, and adapt.

Our trusted partners

Agenda (example)

We are happy to create a customized agenda with you so that GenAI will be a breeze in the future.

Day 1

Foundations of Generative AI & Core Developer Tools

  1. History and evolution of LLMs
  2. Understanding the basics: how LLMs work
  3. Key players and technologies in the GenAI landscape
  4. Applications of LLMs across domains (e.g. content generation, chat, code, etc.)
  5. Quick recap of AI, machine learning, and deep learning
  6. Fundamentals of Natural Language Processing (NLP)
  1. What is prompting and why it matters
  2. Anatomy of a good prompt
  3. Exploring different types of prompts (zero-shot, few-shot, chain-of-thought, etc.)
  4. Prompting strategies for consistency, control, and creativity
  1. Introduction to vector databases and their use in GenAI
  2. Overview of embedding models and their purpose
  3. Storing, indexing, and querying data in vector form
  4. Understanding similarity search and retrieval techniques

Day 2 (Half-Day)

Agents, Dialogue, and Real-World Use Cases

  1. Key components of LLM-based agents
  2. Dialogue management strategies and memory handling
  3. Overview of multi-agent and tool-using agent systems
  1. Building blocks for practical GenAI applications
  2. Use cases in chatbots, automation, content generation, and support
  3. Tips and pitfalls when moving from prototype to production

Experience a balanced mix of theory, live demonstrations and practical exercises.

Gain a deep understanding of the architecture and training techniques behind LLMs and NLP in this machine learning developer course.

Learn to design effective prompts and integrate vector databases for optimized information retrieval.

Build and deploy intelligent, real-world AI agents for tasks like chatbots, content generation, and more.

In this GenAI for Developers Training, you will learn …

… how to build intelligent applications using Generative AI tools and frameworks like OpenAI, LangChain, and Vector Databases. This course is crafted for software developers, ML engineers, and tech enthusiasts who want to integrate LLMs into their products. Whether you’re developing chatbots, search systems, or creative AI features, this training provides the practical skills to prototype, deploy, and scale GenAI-powered solutions.

Practical applications that we will go through in the GenAI Dev course:

  • 1

    The fundamentals and evolution of Large Language Models (LLMs)

  • 2

    Core concepts in AI, Machine Learning, and Deep Learning

  • 3

    Basics and applications of Natural Language Processing (NLP)

  • 4

    Essential techniques in prompt engineering

  • 5

    Introduction to vector databases and their role in GenAI applications

  • 6

    Insights into agent architectures and dialogue management

  • 7

    Practical applications of LLM-based agents in various fields

After the GenAI4dev course you will be able to…

  • 1
    Understand the architecture and training techniques of LLMs
  • 2
    Craft effective prompts for various language processing tasks
  • 3
    Integrate vector databases with LLMs for efficient information retrieval
  • 4
    Design and deploy intelligent agents powered by LLMs
  • 5
    Apply learned concepts to real-world scenarios through practical exercises

The Gen AI Developer course is perfect for you if…

  • You are an IT professional seeking to leverage LLMs in your work
  • You have basic software engineering skills and familiarity with Python
  • You are interested in enhancing your knowledge of AI and NLP technologies

The GenAI for Developers training is not suitable for you if…

  • You have no background in software engineering or programming
  • You are not familiar with Python
  • You are looking for a non-technical introduction to AI

Hear from our satisfied training attendees

A1 Telekom Austria AG

„UTA coached my team along the development process of the migration plan of our on-premises data lake to the public cloud.

The outstanding level of expertise, both on a technical and organizational level, ensured a well-structured and realistic migration plan including timeline, milestones, and efforts.

The enablement of my team was at the center of a very smooth collaboration. Through UTA, we achieved our goal faster and reduced risks of the migration project significantly.

I highly recommend UTA’s services!“

Reinhard Burgmann
Head of Data Ecosystem

Vattenfall

„I recently attended Vattenfall IT’s online Kafka training day hosted by Ultra Tendency, and it was an enriching experience.

The trainer, Ahmed, did a fantastic job explaining the theory behind Kafka, and the emphasis on practical application was great. The hands-on programming exercises were particularly helpful, and I’ve never experienced training with so many interactive examples!

Overall, I highly recommend this training to anyone who wants to improve their Kafka knowledge interactively and gain valuable skills.”

Bernard Benning
BA Heat

VP Bank

„The MLOps training exceeded our expectations!

It offered a perfect blend of an overview, hands-on coding examples, and real-world use cases. The trainer answered all questions competently and adapted the content to fit our company’s infrastructure.

This training not only provided us with knowledge but also practical skills that we can apply immediately.“

Eisele Peer
Lead Architect & Head of IT Integration & Development

Hutchison Drei Austria GmbH

„The training Introduction to the Cloud with AWS and Azure impressed us! We particularly appreciated the excellent overview of the topics, the hands-on exercises, and the extensive practical activities that made the learned concepts directly applicable.

The content was well-structured, and the combination of theory and practical applications was ideal for our needs. The opportunity to clarify specific questions in the Q&A sessions was also extremely valuable. Overall, the training deepened our understanding of cloud computing and provided us with insights into the differences and strengths of AWS and Azure.

We now feel better prepared to make strategic decisions for our cloud strategy. Thank you for this excellent training!“

Eisele Peer
Lead Architect & Head of IT Integration & Development

Get to know your Training professionals

Marvin Taschenberger

Professional Software Architect, Ultra Tendency

Hudhaifa Ahmed

Senior Lead Big Data Developer & Berlin Territory Manager, Ultra Tendency

Matthias Baumann

Chief Technology Officer & Principal Big Data Solutions Architect Lead, Ultra Tendency

Required hardware & infrastructure for your AI development course

  • You will need a PC or Mac with a web browser and MS Teams.
  • During the training, we will provide you with a virtual machine with the required local dependencies, services and root access.
  • You can access the machine via a browser or SSH if you wish and the network restrictions allow it.