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Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305)

4.6 out of 5 rating Last updated 14/11/2024   English

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Global Schedule

GTR = Guaranteed to Run

24 Feb 25 Book
15:00 - 23:00 Live Online 2,268
28 Apr 25 Book
15:00 - 23:00 Live Online 2,268

23 Jun 25 Book
15:00 - 23:00 Live Online 2,268
18 Aug 25 Book
15:00 - 23:00 Live Online 2,268
20 Oct 25 Book
15:00 - 23:00 Live Online 2,268
08 Dec 25 Book
15:00 - 23:00 Live Online 2,268
Duration

3 Days

18 CPD hours

Overview

Working in an interactive learning environment, led by our engaging AI expert you'll:
- Develop a strong foundational understanding of generative AI techniques and their applications in software development.
- Gain hands-on experience working with popular generative AI models, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformer models.
- Master the use of leading AI libraries and frameworks, such as TensorFlow, Keras, and Hugging Face Transformers, for implementing generative AI models.
- Acquire the skills to design, train, optimize, and evaluate custom generative AI models tailored to specific software
development tasks.
- Learn to fine-tune pre-trained generative AI models for targeted applications and deploy them effectively in various
environments, including cloud-based services and on-premises servers.
- Understand and address the ethical, legal, and safety considerations of using generative AI, including mitigating biases and ensuring responsible AI-generated content.

Description

Generative AI represents an exhilarating frontier in artificial intelligence, specializing in the creation of new data instances, imitation of real data, and content generation. Its remarkable capabilities facilitate automated content creation, enriched user experiences, and groundbreaking solutions across diverse industries, ultimately fueling efficiency and transcending technological limits. By harnessing the power of generative AI, developers can craft dynamic content, produce code and documentation, refine user interfaces, and devise customized recommendations, empowering them to construct highly efficient and custom solutions for a wide range of applications.
Designed for experienced programmers, Turbocharge Your Code! Generative AI Boot Camp for Developers is a three-day workshop-style course that teaches you the latest skills and tools required to master generative AI models, transforming the way you approach software development. In today's fast-paced technological landscape, generative AI has emerged as a game-changer, with leading companies like NVIDIA, OpenAI, and Google leveraging its capabilities to push the boundaries of innovation.
By learning how to harness the power of generative models such as GANs, VAEs, and Transformer models, you will be able to generate code, documentation, and tests, enhance user interfaces, and create dynamic content that adapts to user needs.
Our comprehensive curriculum covers everything from the fundamentals of generative AI to advanced techniques and ethical considerations, including hands-on labs where you will develop and deploy custom models using state-of-the-art AI tools and libraries like TensorFlow and Hugging Face Transformers.
Throughout the course you'll focus on practical application and collaboration, building confidence with personalized guidance and real-time feedback from our expert live instructor. Upon completion, you will be equipped with the knowledge and experience necessary to develop and implement innovative generative AI models across various industries, improving existing products, creating new applications, and gaining highly-valuable skills in the rapidly advancing field of AI.

Prerequisites

This course is highly technical in nature. In order to gain the most from attending you should possess the following incoming
skills:
- Python programming experience (Python syntax and constructs, experience with NumPy and Pandas)
- Basic understanding of artificial intelligence and machine learning concepts (supervised and unsupervised learning, neural
networks, optimization techniques)
- Some experience with data manipulation and preprocessing , including working with various data formats, such as text,
images, and structured data, preprocessing and cleaning data for use in machine learning models.

Day 1

Introduction to Generative AI
Unveil the world of generative AI and its applications.
Brief history of generative AI
Overview of generative models
Types of generative AI techniques
Applications of generative AI
Lab: Setting up the development environment
Deep Learning and GANs
Dive into the fundamentals of GANs and their applications.
Introduction to deep learning
Basic components of GANs
GAN architecture and training process
Common GAN variants and applications
Lab: Simple GAN implementation: Generate synthetic images with GAN; using TensorFlow, Keras
Variational Autoencoders (VAEs)
Explore VAEs and learn their applications in generative AI.
Introduction to VAEs
VAE architecture and training process
Applications of VAEs
Comparing VAEs and GANs
Lab: VAE for image generation: Create images with a VAE model; using TensorFlow and Keras
Day 2

Natural Language Generation (NLG)
Uncover the power of NLG and its applications in generative AI.
Introduction to NLG
Overview of language models
Transformer architecture and variants
Applications of NLG in generative AI
Lab: Text generation using GPT: Generate text with GPT-based models; using Hugging Face Transformers
Ethical AI / Ethics and Responsible AI
Understand the ethical implications of generative AI applications.
AI ethics and its importance
Bias in generative models
Responsible AI and best practices
Future research and open problems
Lab: Bias detection and mitigation: Identify and mitigate biases in generative models; using TensorFlow, AI Fairness 360
Day 3

Multimodal Generative AI
Discover the potential of combining different data modalities in generative AI.
Introduction to multimodal AI
Text-to-image synthesis
Audio-to-video synthesis
Applications of multimodal generative AI
Style Transfer and Neural Art
Explore the creative side of generative AI with style transfer techniques.
Introduction to style transfer
Neural style transfer algorithms
Applications of style transfer in generative AI
Limitations and future directions
Lab: Implement neural style transfer: Create artistic images using neural style transfer; using TensorFlow, Keras, VGG-19
Applying Generative AI in the Real World
Gain insights on practical applications of generative AI across various domains.
Generative AI in marketing and advertising
Generative AI in entertainment and gaming
Generative AI in healthcare and life sciences
Generative AI in finance and economics
Lab: Develop a simple AI-powered application: Build a practical generative AI application; using Pinecone and LangChain
Capstone: Building and Deploying Generative AI Models
Learn best practices for building, fine-tuning, and deploying generative AI models.
Model selection and fine-tuning
Deployment strategies
Monitoring and maintenance
Ensuring user privacy and security
Lab: Deploy a generative AI model
Additional course details:

Nexus Humans Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) Course

Available Delivery Options for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training provide?

The 3 day. Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training course give you up to 18 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Which exam does the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training course prepare you for?

The Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) prepares you for the Yes official exam. You can take this exam at any exam center across UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online where ever you are. Exams vary in duration and if required you can request with the provider for any accommodations appropriate for you.

What is the correct audience for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training?

This intermediate and beyond level course is ideal for experienced programmers who want to use
this cutting-edge tech to generate code, documentation and tests, enhance user interfaces, and create dynamic content
that adapts to user needs.

Do you provide training for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305).

Yes we provide corporate training, dedicated training and closed classes for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) program.

The Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training takes place over 3 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

What other terms do people search for when looking for this course?

Popular related searched include AI; GPT; Prompt Engineering; Generative AI.

Why are Nexus Human the best provider for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training.

Yes, the discount code PENPAL5 is currently available for the Turbocharge Your Code! Generative AI Boot Camp for Developers (TTAI2305) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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