Generative Ai Fundamentals And Interview Guide
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Generative AI Fundamentals and Interview Guide
"Generative AI Fundamentals and Interview Preparation" is your gateway to mastering the exciting world of Generative AI and Large LanguageModels. A comprehensive guide for IT professionals, data scientists, software engineers, solution architects, and AI researchers, this book covers foundational to advanced Generative AI concepts while preparing you for interviews in this dynamic field. Explore key interview questions, delve into the mechanics of Transformers, BERT, Llama and GPT models, and learn to build cutting-edge LLM applications using Hugging Face. Gain insights into embeddings, vector databases, fine-tuning techniques, basic and advanced RAG, LangChain, LlamaIndex, Multimodal AI and evaluation metrics to master the transformative power of AI
AI Fundamentals Courseware
Author: Reinier van den Biggelaar
language: en
Publisher: Van Haren
Release Date: 2023-09-26
The AI Fundamentals courseware offers an AI training course designed for professionals in business or government environments who want to understand the benefits and applications of AI in their work environment. This course covers topics such as data management for AI, building and assessing AI applications, ethics and trustworthiness, and organizational success factors for enabling humans and machines to work together. The course addresses key questions such as “Where does Data Management end and AI application begin?” from a management perspective. Subjects covered include the applications and benefits of AI, data and robots, predictions and algorithms, machine and deep learning, building and reviewing AI applications, data management for AI, ethics and trustworthiness, organizational success factors for helping humans and machines work together, and the future of AI. This courseware educates for three certifications within it’s three-day combined program. It’s also possible to cut the material in pieces for a module teaching approach. The EXIN BCS Artificial Intelligence Essentials, testing the fundamental concepts of AI. This AI for Business and Government certification (the AI Brevet) which was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence. EXIN BCS Artificial Intelligence Foundation, which has a more IT-technical perspective.
Evolution of Management Practice
Author: J. Mark Munoz
language: en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date: 2025-02-17
The practice of management has experienced significant changes in recent years. Advances in technology, globalization, cultural shifts, competitive pressures, and the unpredictability of a fast-paced business environment have presented new challenges as well as opportunities for today’s managers. Evolution of Management Practice has assembled the viewpoints of leading academics, management practitioners, and business consultants in order to uncover the most effective approaches pertaining to planning, leading, organizing and controlling. The chapters delve into the challenges of digital transformations, the use of AI, sustainability issues, supply chain changes and the need for design thinking and new human resource practices. This book is an authoritative reference for professionals, consultants, policymakers and students and scholars of management, leadership, entrepreneurship and economics who realize that traditional management approaches need to be refined and reinvented to suit contemporary times. It will guide the practice of management for many years to come.