🅘🅝🅣🅔🅡🅢🅔🅒🅣🅘🅞🅝 ⓞⓕ 🅷🅴🅰🅻🆃🅷🅲🅰🆁🅴 and 🆃🅴🅲🅷🅽🅾🅻🅾🅶🆈 with Cybersecurity Insight, AI Innovation & Information retrieval

The 14th  𝐄𝐝𝐢𝐭𝐢𝐨𝐧 of my Newsletter 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐈𝐓 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬 is out which dive into the healthcare sector, exploring healthcare's pulse is intertwined with the challenges of cybersecurity in this digital age , with Ransomware emerging as a significant threat.

Dive into the pressing concern of safeguarding healthcare data from cyber attacks, exploring innovative solutions to protect vital information. Unveil the power of Search Generative Experience (SGE), revolutionizing information retrieval for personalized, accurate health insights.

🔍Learn about RAG - Retrieval-Augmented Generation - a groundbreaking approach combining AI and semantic search to transform healthcare outcomes. From early disease diagnosis to AI ethics, explore the cutting-edge advancements shaping the future of healthcare.

🤖In this month's key learnings, we explore the foundational importance of vector databases in optimizing large language models (LLMs) like RAG for caching and retrieval. From custom GPT creation to AI application development

Additionally, this month's awareness highlights International Women's Day, the inception of the Trustworthy AI Network, World Down Syndrome Day, and philosophical celebrations honoring Lord Shiva and the vibrant festival of Holi.

🌐Kindly go through below each topics to get holistic view and understand at broader prospective👇

📌 🅳🅴🅵🅴🅽🅳🅸🅽🅶 -🅷🅴🅰🆁🆃🅱🅴🅰🆃 💓 🅾🅵- 🅷🅴🅰🅻🆃🅷🅲🅰🆁🅴 🏥 𝐔𝐧𝐯𝐞𝐢𝐥𝐢𝐧𝐠 𝐒𝐮𝐫𝐠𝐢𝐜𝐚𝐥 𝐏𝐫𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐞𝐬💪 & 𝑹𝒆𝒔𝒊𝒍𝒊𝒆𝒏𝒄𝒆 𝑨𝒈𝒂𝒊𝒏𝒔𝒕 𝑹𝒂𝒏𝒔𝒐𝒎𝒘𝒂𝒓𝒆 𝑨𝒕𝒕𝒂𝒄𝒌𝒔! Healthcare's pulse beats digitally & Ransomware emerge large in the era of the digital economy. Today, let's delve into a pressing concern that resonates deeply with my experience in the #HealthcareIT - safeguarding #healthcaredata from cyber attacks. ransomware is a type of malware that permanently block access to the victim's personal data unless a ransom is paid To read more  about it please click here

📌🅢🅖🅔 -🆂🅴🅰🆁🅲🅷 Ⓖⓔⓝⓔⓡⓐⓣⓘⓥⓔ 🅴🆇🅿🅴🆁🅸🅴🅽🅲🅴🏥𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐏𝐚𝐭𝐢𝐞𝐧𝐭 𝐉𝐨𝐮𝐫𝐧𝐞𝐲𝐬 : 𝑫𝒊𝒔𝒄𝒐𝒗𝒆𝒓𝒊𝒏𝒈 𝑯𝒆𝒂𝒍𝒕𝒉𝒄𝒂𝒓𝒆 𝑺𝒆𝒂𝒓𝒄𝒉 𝑰𝒏𝒔𝒊𝒈𝒉𝒕𝒔 🔎 Wouldn't it be great if you could find personalized, accurate health information with just a few keywords & clicks?#SearchGenerativeExperience (#SGE) is a technology that is revolutionizing the way we interact with search engines. By using artificial intelligence (AI) to generate personalized results, SGE is making it easier than ever to find the information we need. This is especially important in the healthcare industry, where patients and providers need to be able to access accurate and up-to-date information quickly and easily. To read more  about it please click here

 📌𝐑𝐀𝐆-𝐢𝐧𝐠🚀𝐭𝐡𝐞 𝐛𝐚𝐫📶𝐨𝐟 𝐀𝐈🤖𝑮𝒂𝒊𝒏𝒊𝒏𝒈 𝑨𝑰 𝑹𝒆𝒍𝒊𝒂𝒃𝒊𝒍𝒊𝒕𝒚 𝒕𝒉𝒓𝒖 🆁🅰🅶; Do you find it difficult to find the right information for too many AI-generated content? have you heard of #AIHallucination?It is a behavior exhibited by AI where the AI model generates a response that is irrelevant 𝐑𝐀𝐆 -𝐑etrieval-𝐀ugmented 𝐆eneration It is the process of optimizing the output of a LLMs, so it references an authoritative knowledge base outside of its training data sources before generating a response. #LLM are trained on vast volumes of data & use billions of parameters to generate original output  To read more  about it please click here

📌🆁🅰🅶 - 𝑺𝒖𝒑𝒆𝒓𝒄𝒉𝒂𝒓𝒈𝒊𝒏𝒈 𝑯𝒆𝒂𝒍𝒕𝒉𝒄𝒂𝒓𝒆 𝑰𝑻 𝑰𝒏𝒔𝒊𝒈𝒉𝒕𝒔 Is it overwhelming when you search for healthcare information through AI apps & confused whether the information is reliable, especially when it relates to your own health? RAG  is a powerful new approach to healthcare AI which gaining traction as combines elements of traditional information retrieval & Gen AI along with ensuring reliability . To read more  about it please click here

📌🆁🅴🅳🅴🅵🅸🅽🅸🅽🅶 🏥🅷🅴🅰🅻🆃🅷🅲🅰🆁🅴 🔍🆂🅴🅰🆁🅲🅷 𝒘𝒊𝒕𝒉 𝑹𝒆𝒕𝒓𝒊𝒆𝒗𝒂𝒍-𝑨𝒖𝒈𝒎𝒆𝒏𝒕𝒆𝒅 𝑮𝒆𝒏𝒆𝒓𝒂𝒕𝒊𝒐𝒏 & 𝑺𝒆𝒎𝒂𝒏𝒕𝒊𝒄 𝑺𝒆𝒂𝒓𝒄𝒉 Have you ever felt lost in the sea of healthcare information on the internet? You're not alone! Retrieval-Augmented Generation (RAG) with Semantic Search - the cutting-edge combo is transforming healthcare . To read more  about it please click here

📌🅣🅡🅐🅝🅢🅕🅞🅡🅜🅘🅝🅖Ⓗⓔⓐⓛⓣⓗⓒⓐⓡⓔ🅓🅘🅐🅖🅝🅞🅢🅘🅢 through  🆁🅰🅶 𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 How important is it to diagnose a disease at its earliest possible stage, especially cancer? In the healthcare sector, with #RAG, AI can automatically retrieve relevant health records and generate an accurate and comprehensive diagnosis, saving a significant amount of time. To read more  about it please click here

 📌🅑🅡🅔🅐🅚🅘🅝🅖Ⓓⓞⓦⓝ 𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥 𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝒊𝒏 𝑯𝒆𝒂𝒍𝒕𝒉𝒄𝒂𝒓𝒆 𝑳𝒂𝒏𝒅𝒔𝒄𝒂𝒑𝒆 Healthcare is a data-rich field, but extracting actionable insights can be a challenge. This is where Retrieval Augmented Generation (RAG) comes in . #Retrieval🔎 This stage involves sifting through a massive knowledge base/Graph having huge healthcare data to find the most relevant information for a specific query #Augmentation✨ Once it finds relevant info, It enriches the retrieved data with insights from your specific query, creating a more nuanced understanding of your question . #Generation✍️ Finally, RAG leverages this enriched information to power a LLM to generate a comprehensive , clear & informative response tailored to the user's needs To read more  about it please click here

🔔Article of the Month ✍️

Ⓐⓛⓛ 🅐🅑🅞🅤🅣 🆁🅰🅶 - 🏥Revolutionizing Healthcare Landscape with Unlocking Next-Level Information Retrieval & Search🔎  𝘐𝘴 𝘪𝘵 𝘰𝘷𝘦𝘳𝘸𝘩𝘦𝘭𝘮𝘪𝘯𝘨 𝘸𝘩𝘦𝘯 𝘺𝘰𝘶 𝘴𝘦𝘢𝘳𝘤𝘩 𝘧𝘰𝘳 𝘩𝘦𝘢𝘭𝘵𝘩𝘤𝘢𝘳𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘵𝘩𝘳𝘰𝘶𝘨𝘩 𝘈𝘐 𝘢𝘱𝘱𝘴 & 𝘤𝘰𝘯𝘧𝘶𝘴𝘦𝘥 𝘸𝘩𝘦𝘵𝘩𝘦𝘳 𝘵𝘩𝘦 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯 𝘪𝘴 𝘳𝘦𝘭𝘪𝘢𝘣𝘭𝘦, 𝘦𝘴𝘱𝘦𝘤𝘪𝘢𝘭𝘭𝘺 𝘸𝘩𝘦𝘯 𝘪𝘵 𝘳𝘦𝘭𝘢𝘵𝘦𝘴 𝘵𝘰 𝘺𝘰𝘶𝘳 𝘰𝘸𝘯 𝘩𝘦𝘢𝘭𝘵𝘩? Meet RAG - Retrieval-Augmented Generation, a groundbreaking approach combining AI and semantic search to deliver accurate, contextualized responses tailored to your needs. In the sea of healthcare data, finding relevant information can be daunting.. From diagnosis to patient care, RAG ensures accurate, context-rich responses tailored to your needs. It's revolutionizing healthcare, delivering precise insights amidst the data deluge, empowering professionals and patients alike in making informed decisions for better health outcomes.

To learn more 𝘪𝘯𝘤𝘭𝘶𝘥𝘪𝘯𝘨 𝘙𝘈𝘎 𝘸𝘰𝘳𝘬 𝘧𝘭𝘰𝘸, 𝘚𝘵𝘦𝘱 𝘣𝘺 𝘚𝘵𝘦𝘱 𝘪𝘮𝘱𝘭𝘦𝘮𝘦𝘯𝘵𝘢𝘵𝘪𝘰𝘯 𝘪𝘯 𝘏𝘦𝘢𝘭𝘵𝘩𝘤𝘢𝘳𝘦 , benefits, many more .. To read more  about it please click here ,

🔔Polls of the Month📊

📌🅤🅝🅛🅞🅒🅚🅘🅝🅖 🔓 🅷🅴🅰🅻🆃🅷🅲🅰🆁🅴 🏥 Ⓔⓧⓒⓔⓛⓛⓔⓝⓒⓔ: 𝑻𝒉𝒆 𝑭𝒖𝒕𝒖𝒓𝒆 𝒐𝒇 𝑨𝑰 𝒊𝒏 𝑷𝒂𝒕𝒊𝒆𝒏𝒕 𝑪𝒂𝒓𝒆 😷 In the rapidly evolving landscape of healthcare, 𝐀𝐈 stands as a transformative force, promising groundbreaking advancements in patient care. From revolutionizing #diagnostics to personalizing #treatment plans, AI holds the key to enhancing #healthcare outcomes across the globe. To read more  about it please click here

📌🅝🅐🅥🅘🅖🅐🅣🅘🅝🅖 🌐🅣🅗🅔🏥 🅗🅔🅐🅛🅣🅗🅒🅐🅡🅔 🌆 🅛🅐🅝🅓🅢🅒🅐🅟🅔 𝐃𝐞𝐦𝐲𝐬𝐭𝐢𝐟𝐲𝐢𝐧𝐠 𝐭𝐡𝐞 𝐌𝐨𝐬𝐭 𝐒𝐞𝐚𝐫𝐜𝐡𝐞𝐝 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐓𝐞𝐫𝐦 𝘌𝘷𝘦𝘳 𝘸𝘰𝘯𝘥𝘦𝘳𝘦𝘥 𝘸𝘩𝘢𝘵 𝒌𝒆𝒆𝒑𝒔 𝒑𝒆𝒐𝒑𝒍𝒆 𝒖𝒑 𝒂𝒕 𝒏𝒊𝒈𝒉𝒕 𝒔𝒆𝒂𝒓𝒄𝒉𝒊𝒏𝒈 𝒕𝒉𝒆 𝒘𝒆𝒃 𝘧𝘰𝘳 𝘩𝘦𝘢𝘭𝘵𝘩 𝘪𝘯𝘧𝘰𝘳𝘮𝘢𝘵𝘪𝘰𝘯? Today, we're diving deep into the most searched healthcare Keywords.In the vast realm of #healthcare, understanding the most #searched #terms is like deciphering a complex code. As per my personal experience diving into the sea of healthcare information. To read more  about it please click here

🔔Key Learnings of the Month 📘

📌 LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG) As large language models grow in popularity, the infrastructure to be used around them also becomes vital to reduce costs, generate accurate responses, and improve efficiency. Vector databases play a vital role in several LLM use cases to help alleviate LLM shortcomings, reduce costs and latency. Knowledge of its basics and applications are vital for any engineer building applications with LLMs, and in this course, we will learn the basics of vector databases and how to use them in LLM caching and retrieval-augmented generation (RAG). To read more  about it please click here

📌OpenAI ChatGPT: Creating Custom GPTs GPTs allow you to create custom versions of ChatGPT with their own instructions, knowledge retrieval, and actions for highly specialized and targeted functionality using natural language instructions and basic uploads. In this course you’ll learn how to harness the power of custom GPTs for everything from small personal tasks to large enterprise use cases. To read more  about it please click here

📌Build Your Own GPTs Discover how to build AI applications without any coding. Using English as your new programming language, explore crafting advanced prompts, creating comprehensive knowledge bases, and personalizing model outputs for specific tasks. In this course,dive into innovative techniques, including the Pentagram framework for prompt engineering, chain-of-thought, few-shot learning, user intent detection, and strategies to safeguard against prompt injection attacks. To read more  about it please click here

🔔Key Awareness & Events of  the Month 📘

🎯🅗🅐🅟🅟🅨👩💻🅦🅞🅜🅔🅝'🅢 🌐🅓🅐🅨🅴🅼🅿🅾🆆🅴🆁🅸🅽🅶 💪 🆆🅾🅼🅴🅽 🚺 🅸🅽 💻 🅸🆃 𝐁𝐫𝐞𝐚𝐤𝐢𝐧𝐠 𝐁𝐚𝐫𝐫𝐢𝐞𝐫𝐬 𝐚𝐧𝐝 𝑪𝒉𝒂𝒏𝒈𝒊𝒏𝒈 𝒕𝒉𝒆 𝑮𝒂𝒎𝒆 💪On March 8th we celebrated International Women’s day.As we stride into the digital age, the world of Information Technology is evolving at an unprecedented pace The tech industry is booming, and women are playing an increasingly important role in its growth. However, there are still many challenges that women in IT face. To read more  about it please click here

🎯 🆃🆁🅰🅸🅽 🚅 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐓𝐫𝐮𝐬𝐭𝐰𝐨𝐫𝐭𝐡𝐲 𝐓𝐫𝐚𝐜𝐤 🛤 𝑯𝒆𝒂𝒍𝒕𝒉𝒄𝒂𝒓𝒆 𝑨𝑰 𝒘𝒊𝒕𝒉 𝑸𝒖𝒂𝒍𝒊𝒕𝒚 𝐌𝐚𝐫𝐜𝐡 11, 2024 - At the #HIMSS2024 Global Health Conference, a new consortium of healthcare leaders announced the creation of TRAIN which will help improve the #quality and #trustworthiness of AI As the healthcare landscape continues to evolve, AI is playing a pivotal role in diagnostics, treatment planning, drug discovery, etc. But with great power comes great responsibility! where #TRAIN comes in!!𝐓rustworthy & 𝐑esponsible 𝐀𝐈 𝐍etwork -𝐓𝐑𝐀𝐈𝐍🚅 🔔𝐓𝐑𝐀𝐈𝐍 is one of the first health AI networks aimed at operationalizing responsible AI principles. To read more  about it please click here

🎯🔵🅔🅜🅟🅞🅦🅔🅡🅘🅝🅖 Ⓘⓝⓒⓛⓤⓢⓘⓞⓝ🌍𝑩𝒓𝒊𝒅𝒈𝒊𝒏𝒈 𝑾𝒐𝒓𝒍𝒅𝒔 𝒐𝒏 ♿ 𝐖𝐨𝐫𝐥𝐝 𝐃𝐨𝐰𝐧 𝐒𝐲𝐧𝐝𝐫𝐨𝐦𝐞 𝐃𝐚𝐲🧬 𝒘𝒊𝒕𝒉 𝑯𝒆𝒂𝒍𝒕𝒉𝒄𝒂𝒓𝒆 𝑰𝑻 𝑰𝒏𝒏𝒐𝒗𝒂𝒕𝒊𝒐𝒏𝒔Today On 21st March, is a global awareness day which has been officially observed by the United Nations since 2012The date for WDSD being the 𝟐𝟏𝒔𝒕 𝒅𝒂𝒚 𝒐𝒇 𝒕𝒉𝒆 𝟑𝒓𝒅 𝒎𝒐𝒏𝒕𝒉( March), was selected to signify the uniqueness of the triplication (trisomy) of the 21st #chromosome which causes Down syndrome.. To read more  about it please click here

🔔Cooperate Philosophy Corner/Celebrations📘

📌𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐢𝐧𝐠 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩 𝐖𝐢𝐬𝐝𝐨𝐦: 𝑳𝒆𝒔𝒔𝒐𝒏𝒔 𝒇𝒓𝒐𝒎 𝑳𝒐𝒓𝒅 𝑺𝒉𝒊𝒗𝒂 🔥 Harnessing the timeless wisdom of Lord Shiva, we delve into the realms of leadership and corporate lessons that transcend the ages on the occasion of 𝐌𝐚𝐡𝐚𝐬𝐡𝐢𝐯𝐫𝐚𝐭𝐫𝐢 !! As a leader in today's dynamic business world, the Shiva philosophy offers profound insights that can guide us on the path to success  

📌🔴Ⓔⓜⓑⓡⓐⓒⓘⓝⓖ🔵 ⓣⓗⓔ🔷 🅲🅾🅻🅾🆁🆂 🔶 ⓞⓕ 🅷🅾🅻🅸🌈 𝐕𝐢𝐛𝐫𝐚𝐧𝐭 𝐅𝐞𝐬𝐭𝐢𝐯𝐚𝐥 𝒐𝒇 𝑪𝒐𝒍𝒐𝒓, 𝑪𝒐𝒎𝒎𝒖𝒏𝒊𝒕𝒚 𝒂𝒏𝒅 𝑪𝒖𝒍𝒕𝒖𝒓𝒆 𝐇𝐚𝐩𝐩𝐲 𝐇𝐨𝐥𝐢!  As we celebrate this vibrant festival of colors. Holi is a time for joy, new beginnings, and strengthening bonds thru bringing people together in a spirit of unity. 𝘓𝘦𝘵'𝘴 𝘩𝘢𝘳𝘯𝘦𝘴𝘴 𝘵𝘩𝘦 𝘴𝘱𝘪𝘳𝘪𝘵 𝘰𝘧 𝘏𝘰𝘭𝘪 𝘵𝘰 𝘧𝘰𝘴𝘵𝘦𝘳 𝘢 𝘮𝘰𝘳𝘦 𝘷𝘪𝘣𝘳𝘢𝘯𝘵, 𝘪𝘯𝘤𝘭𝘶𝘴𝘪𝘷𝘦, 𝘢𝘯𝘥 𝘩𝘦𝘢𝘭𝘵𝘩𝘪𝘦𝘳 𝘭𝘪𝘧𝘦 To read more  about it please click here

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