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LlamaIndex: Developing LLM Powered Applications

42 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to advanced-level developers and data scientists who wish to master LlamaIndex for developing innovative LLM-powered applications.By the end of this training, participants will be able to:
  • Set up and configure LlamaIndex for use with LLMs.
  • Index and query custom datasets using LlamaIndex to enhance LLM functionality.
  • Design and develop sophisticated applications that utilize LlamaIndex and LLMs.
  • Understand and apply best practices for working with LLMs and LlamaIndex.
  • Navigate the ethical considerations involved in deploying LLM-powered applications.
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LlamaIndex: Enhancing Contextual AI

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level AI researchers, machine learning professionals, and data scientists who wish to use LlamaIndex to enhance the capabilities of AI models, making them more accurate and reliable for various applications.By the end of this training, participants will be able to:
  • Understand the principles and components of LlamaIndex.
  • Ingest and structure data for use with LLMs.
  • Implement context augmentation to improve AI model performance.
  • Integrate LlamaIndex into existing AI systems and workflows.
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Google Gemini AI for Data Analysis

21 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level data analysts and business professionals who wish to perform complex data analysis tasks more intuitively across various industries using Google Gemini AI.By the end of this training, participants will be able to:
  • Understand the fundamentals of Google Gemini AI.
  • Connect various data sources to Gemini AI.
  • Explore data using natural language queries.
  • Analyze data patterns and derive insights.
  • Create compelling data visualizations.
  • Communicate data-driven insights effectively.
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Generative AI for Developers

35 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level software developers who wish to integrate generative AI into their software development lifecycle (SDLC).By the end of this training, participants will be able to:
  • Understand the role and capabilities of generative AI in software development.
  • Utilize AI tools for coding, debugging, and code reviews.
  • Apply AI techniques for efficient root cause analysis.
  • Implement AI features to enhance the software development process.
  • Evaluate ethical considerations and best practices for AI in development.
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Google Gemini AI for Content Creation

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level content creators who wish to utilize Google Gemini AI to enhance their content quality and efficiency.By the end of this training, participants will be able to:
  • Understand the role of AI in content creation.
  • Set up and use Google Gemini AI to generate and optimize content.
  • Apply text-to-text transformations to produce creative and original content.
  • Implement SEO strategies using AI-driven insights.
  • Analyze content performance and adapt strategies using Gemini AI.
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Generative AI: Impact on Cyber Security

28 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level to advanced-level cyber security professionals, IT managers, and policy makers who wish to understand the profound impact Generative AI is having on cyber security.By the end of this training, participants will be able to:
  • Comprehend the capabilities and applications of Generative AI in cyber security.
  • Recognize and anticipate AI-powered cyber threats and attacks.
  • Explore the use of Generative AI in strengthening cyber defense mechanisms.
  • Assess the ethical and legal considerations of employing Generative AI in cyber security.
  • Formulate strategies to integrate Generative AI into their cyber security practices.
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Google Gemini AI for Transformative Customer Service

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level customer service professionals who wish to implement Google Gemini AI in their customer service operations.By the end of this training, participants will be able to:
  • Understand the impact of AI on customer service.
  • Set up Google Gemini AI to automate and personalize customer interactions.
  • Utilize text-to-text and image-to-text transformations to improve service efficiency.
  • Develop AI-driven strategies for real-time customer feedback analysis.
  • Explore advanced features to create a seamless customer service experience.
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Generative AI for Managers

21 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level to advanced-level managers who wish to understand and leverage Generative AI in their business strategies.By the end of this training, participants will be able to:
  • Grasp the fundamental concepts and capabilities of Generative AI.
  • Identify opportunities for applying Generative AI within their organizations.
  • Understand the ethical and legal considerations of using Generative AI.
  • Lead discussions and make informed decisions about AI projects.
  • Develop a roadmap for integrating Generative AI into their business processes.
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Introduction to Google Gemini AI

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level developers who wish to integrate AI functionalities into their applications using Google Gemini AI.By the end of this training, participants will be able to:
  • Understand the fundamentals of large language models.
  • Set up and use Google Gemini AI for various AI tasks.
  • Implement text-to-text and image-to-text transformations.
  • Build basic AI-driven applications.
  • Explore advanced features and customization options in Google Gemini AI.
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Generative AI Advanced

42 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level to advanced-level data scientists, machine learning engineers, and AI practitioners who wish to explore complex generative models and their applications in various industries.By the end of this training, participants will be able to:
  • Implement and train advanced generative models, including GANs, VAEs, and diffusion models.
  • Understand and apply the Transformer architecture in generative tasks.
  • Explore the ethical implications and challenges of Generative AI.
  • Apply advanced generative techniques to solve real-world problems in various industries.
  • Stay abreast of current research trends and future directions in Generative AI.
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Generative AI with Large Language Models (LLMs)

21 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level developers who wish to learn how to use generative AI with LLMs for various tasks and domains.By the end of this training, participants will be able to:
  • Explain what generative AI is and how it works.
  • Describe the transformer architecture that powers LLMs.
  • Use empirical scaling laws to optimize LLMs for different tasks and constraints.
  • Apply state-of-the-art tools and methods to train, fine-tune, and deploy LLMs.
  • Discuss the opportunities and risks of generative AI for society and business.
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Generative AI for Beginners

35 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level developers who wish to gain foundational knowledge and practical experience in Generative AI.By the end of this training, participants will be able to:
  • Understand the principles behind generative models and their applications.
  • Implement basic generative models using TensorFlow or PyTorch.
  • Generate new content using Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs).
  • Explore the ethical implications of generative AI.
  • Apply generative AI concepts to real-world scenarios.
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Adobe Firefly: Generative AI for Creatives

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level designers, artists, and content creators who wish to use Adobe Firefly to enhance their creativity and productivity.By the end of this training, participants will be able to:
  • Set up a development environment that includes Adobe Firefly and Adobe Creative Cloud.
  • Create images, text effects, and color palettes from text prompts using Adobe Firefly.
  • Use Adobe Firefly in Adobe apps like Photoshop, Illustrator, and Express.
  • Generate content that is safe for commercial use and respects the rights of content creators.
  • Apply ethical and responsible principles when using generative AI.
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Advanced LLMs for NLP Tasks

21 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level data scientists, AI developers, and AI enthusiasts who wish to use LLMs to perform various NLP tasks and create novel and diverse content for different purposes.By the end of this training, participants will be able to:
  • Establish a development environment with LLMs and essential tools.
  • Expertly perform NLU and NLI tasks with LLMs.
  • Extract, infer, and utilize knowledge graphs effectively.
  • Generate and manage dialogues using LLMs for conversational applications.
  • Evaluate content quality and diversity generated by LLMs and generative AI.
  • Apply ethical principles, ensuring fairness and responsible use of LLMs.
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LangChain Fundamentals

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level developers and software engineers who wish to learn the core concepts and architecture of LangChain and gain the practical skills for building AI-powered applications.By the end of this training, participants will be able to:
  • Grasp the fundamental principles of LangChain.
  • Set up and configure the LangChain environment.
  • Understand the architecture and how LangChain interacts with large language models (LLMs).
  • Develop simple applications using LangChain.
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Generative AI: Creating Novel Content with AI Models

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level data scientists, AI developers, and AI enthusiasts who wish to use generative AI to create novel and diverse content for various purposes.By the end of this training, participants will be able to:
  • Set up a development environment that includes generative AI models and tools.
  • Create images, text, audio, and other content from text prompts using generative AI.
  • Use generative AI in different domains such as art, design, entertainment, and education.
  • Evaluate the quality and diversity of the content generated by generative AI.
  • Understand the ethical and social implications of generative AI.
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Introduction to Large Language Models (LLMs)

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at beginner-level to intermediate-level developers who wish to use Large Language Models for various natural language tasks. By the end of this training, participants will be able to:
  • Set up a development environment that includes a popular LLM.
  • Create a basic LLM and fine-tune it on a custom dataset.
  • Use LLMs for different natural language tasks such as text summarization, question answering, text generation, and more.
  • Debug and evaluate LLMs using tools such as TensorBoard, PyTorch Lightning, and Hugging Face Datasets.
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LangChain: Building AI-Powered Applications

14 Hours
This instructor-led, live training in South Africa (online or onsite) is aimed at intermediate-level developers and software engineers who wish to build AI-powered applications using the LangChain framework.By the end of this training, participants will be able to:
  • Understand the fundamentals of LangChain and its components.
  • Integrate LangChain with large language models (LLMs) like GPT-4.
  • Build modular AI applications using LangChain.
  • Troubleshoot common issues in LangChain applications.
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Testimonials(10)

The training definitely backfilled some of the gaps in my knowledge left by reading the OptaPlanner userguide. It gave me a good broad understanding of how to approach using OptaPlanner in our projects going forward.

Terry Strachan - Exel Computer Systems plc
Course - OptaPlanner in Practice

examples and exercises

Kamil
Course - Introduction to Data Science and AI using Python

Machine Translated

The course is very interesting being the main focus nowdays

mohamed taher - FAB banak Egypt
Course - Introduction to Data Science and AI (using Python)

Ahmed was very interactive and didn’t mind answering any kind of questions Well presentation and smooth flow of the course

Mohamed Ghowaiba - FAB banak Egypt
Course - Introduction to Data Science and AI (using Python)

Helpful and good listener .. interactive

Ahmed El Kholy - FAB banak Egypt
Course - Introduction to Data Science and AI (using Python)

All the information presented

Jose Victor - si
Course - Artificial Intelligence (AI) for Managers

The exercises and examples presented.

Marcos - si
Course - Artificial Intelligence (AI) for Managers

Machine Translated

Machine Learning Themes

Víctor Edgar - si
Course - Artificial Intelligence (AI) for Managers

The teacher's attitude

Ivonne Guadalupe Avendaño Hernandez - si
Course - Artificial Intelligence (AI) for Managers

Machine Translated

The concepts taught were clear, practical and help a lot in getting an idea of how to use this AI & ML topic.

Miguel - si
Course - Artificial Intelligence (AI) for Managers

Machine Translated

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