Showing results by author "Anand" in All Categories

A comprehensive guide on using Databricks, a unified data analytics platform, to master generative AI, which involves creating new content like text, images, and audio. The guide covers various aspects of generative AI, including its history, common models like GANs and VAEs, and how to implement these models in Databricks. It also discusses how to scale AI projects, evaluate model performance, and deploy them effectively. The text emphasizes the importance of ethical considerations and highlights real-world applications of generative AI in fields such as healthcare, finance, and marketing.

he historical background of LLMs, key concepts, and various applications, such as text generation, conversational AI, and sentiment analysis. It also dives into practical considerations, including ethical considerations, model architecture, data preparation, training techniques, and deployment strategies. The document further explores advanced topics like model compression, transfer learning, and integrating LLMs with other technologies. The final chapters present case studies demonstrating real-world applications of LLMs in various industries, such as customer support, financial forecasting,

An introduction to generative AI and LLMs, outlining their history, applications, and key concepts like tokens, embeddings, and attention mechanisms. The guide then delves into the mathematical and statistical foundations of LLMs, covering essential topics such as probability theory, linear algebra, calculus, and deep learning basics. The main focus is on practical aspects of designing and training LLMs, including data collection, data preprocessing, model architectures, training techniques, evaluation metrics, and fine-tuning. The text further explores deploying LLMs in production environment

Overview of how to understand, train, and deploy large language models (LLMs), powerful AI systems capable of processing and generating human-like text. The guide begins by defining LLMs and their key concepts, then covers setting up an environment, collecting and preparing training data, selecting appropriate LLM architectures, and training the model itself. Further chapters explore how to fine-tune pre-trained LLMs for specific tasks, deploy these models for real-world applications, and evaluate their performance using various metrics

Vector Databases for Generative AI Applications" provides a comprehensive overview of how vector databases empower generative AI applications. It begins by explaining the core concepts of vector embeddings and vector databases, highlighting their advantages over traditional databases for storing and retrieving data based on similarity. The document then details the process of designing and implementing a vector database workflow, including data preprocessing, database selection, and integration with generative AI models.

Explains the role of prompt engineering in guiding large language models (LLMs) to solve problems and perform tasks. The document focuses on three prompting techniques: Chain of Thought (CoT), Tree of Thought (ToT), and Self-Reflection, describing how each technique allows LLMs to reason through problems, consider multiple solutions, and analyze their own reasoning process. It then explores the use of prompt engineering in various applications such as multi-modal models, dynamic prompting, and autonomous decision-making. The document concludes with a discussion on the future of prompt engineer

Based on knowledge from the world's leading experts and from my personal experience, I have mentioned 50 essential points that every bike rider should know. You'll discover the essential 50 points about riding a bike. This book will help you to expand your knowledge about riding a bike safely, smoothly, and effectively.

A comprehensive guide to designing, developing, and deploying large language model (LLM) systems. It covers a wide range of topics, from the fundamentals of LLMs and their architecture to advanced deployment strategies, operationalization techniques, and ethical considerations. The document also includes practical examples, code snippets, and hands-on exercises to help readers implement LLMs in various industries, such as healthcare, finance, and education.

La nostra vita poggia sulle intuizioni dei pochi che si sono tuffati nell'esistenza restando attenti e presenti, così da cogliere la realtà nella sua essenza... riuscendo poi a comunicarla. Nella tradizione greca quei tuffatori insigni erano chiamati “i sapienti”. E tra loro Eraclito spicca per lucidità e oscurità, regalandoci perle di comprensione d'eccezione, come questa: Esiste un'armonia nell'attrito come nel caso dell'archetto e della lira.

a comprehensive overview of the mathematical foundations and applications of generative artificial intelligence (AI). It covers fundamental mathematical concepts like probability and statistics, linear algebra, and calculus, illustrating their relevance in the development and optimization of AI models. The document further explores various types of generative models, including Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs)

The ISO/IEC 23894:2023 standard is a guide for organizations to manage the risks associated with artificial intelligence systems. The standard provides a framework for identifying, assessing, and mitigating risks throughout the AI system lifecycle. It covers a wide range of topics, including data quality, algorithmic transparency, bias mitigation, ethical oversight, adversarial resilience, and governance

How to use large language models (LLMs) for enterprise applications. The text covers the basics of LLM technology, setting up an LLM environment, building LLM-powered applications, and integrating LLMs with existing systems. The book also discusses ethical and responsible AI with LLMs, evaluating LLM performance, and case studies of successful LLM implementations in diverse fields like healthcare, finance, and retail. Finally, the excerpt explores emerging trends and technologies in LLM development, including multimodal models, smaller and more efficient models, and adaptive models.

Explores the potential of generative AI to revolutionize telecom operations, improve customer service, and optimize network performance. It covers a wide range of use cases, including network optimization, customer service enhancement, fraud detection, content generation, and network planning. Additionally, it discusses the ethical considerations and implementation strategies for successfully adopting generative AI in the telecom sector.

The lifeblood of any free society is persuasion: changing other people's minds to enable real change. But America is suffering a crisis of faith in persuasion that is putting its democracy and the planet itself at risk. People increasingly write each other off instead of seeking to win each other over. In The Persuaders best-selling author Anand Giridharadas takes us inside these movements and battles, seeking out the dissenters who continue to champion persuasion in an age of polarisation.

An extraordinary collection of immense breadth and scholarship that challenges the popular understanding of Ambedkar, The Radical in Ambedkar is essential listening for all those who wish to imagine a new future.

Considerando lo stato delle cose, oggi come all’epoca del Buddha, viene spontanea una domanda: esiste qualcosa, potente come un diamante, in grado di recidere ogni illusione? Qualcosa che ci liberi dall’abituale meccanismo di inibizione che impedisce di partecipare alla fluida armonia della vita? Il discorso del Buddha, tramandato nei secoli come “Il sutra del diamante” sembra contenere questa potenzialità.

This is me, Arjit. Talking about things we like, dislike, bear with and let go in and around us

Ayurvedic is more than a diet, it's a complete medical system for healing the body. From weight loss to mental focus and emotional stability, Ayurvedic is an eating plan determined by body type. Rules such as savoring meals, eating when hungry and being careful when combing foods is sage wisdom whether you're dieting or not. But Ayurvedic takes it a step further. By adding tastes to our diets, we can drastically improve our health.

We are the stories that we tell and the stories that believe. These stories define our roles and establish our identities within the community and if we are to create change - real, sustainable change - it is these stories that we have to change. Stories are extraordinarily powerful. They entertain and enlighten but equally, they can divide and destroy. Telling effective, relevant stories has always been the power that determines and influences social, political and cultural practices. So let us tell stories.......

锡克教哲学的特点是逻辑全面性及其对精神和物质世界的“没有装饰”的方法它的神学以简单为标志在锡克教伦理中个人对自我的责任与对社会的责任之间没有冲突sangat锡克教是世界上最年轻的宗教锡克教是由古鲁·纳纳克Guru Nanak在大约500年前建立的 它強調相信一個至高無上的存在他是宇宙的創造者它提供了一条通往永恒幸福的简单直接道路并传播了爱和普遍兄弟情谊的信息锡克教是一种严格的一神论信仰并承认上帝是唯一不受时间或空间限制的人