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Data validation is critical for accuracy and reliability in analysis. Predictability scores, calculated through machine learning algorithms, indicate data predictability. They find wide use in healthcare and finance, improving patient outcomes and facilitating informed investments. Beyond validation, they prioritize data cleaning efforts, optimizing the analysis process. Embrace predictability scores for streamlined, impactful data validation.

In a quaint Indian town (Kumbakonam – my native town) stood my school with a rich history, established as early as the 19th century. This was no ordinary institution, for it was the same school where the great mathematician, Srinivasa Ramanujan, had studied. The school’s legacy lived on in its students, who carried the weight…

In the bustling streets of Bangalore, where technology and tradition intersect, my journey in the IT industry began in 1986. During these formative years, a figure emerged as a beacon, guiding my path – Bill Gates. Gates, in my eyes, is akin to Moses, a messenger from the gods to the realm of software, heralding…

Introduction: Setting the Stage The year 2023 has been a landmark period of technological exploration and transformation for me. This narrative aims to showcase the profound impact of AI technologies developed by OpenAI, including their API, ChatGPT, and DALL-E, in both my personal and professional life. This journey intertwines advanced technology with everyday practicality, highlighting…

Introduction Greetings, I recently re-imagined my home office, with my cherished artwork from ISKCON prominently displayed above all. This piece depicts Krishna with two parrots, beautifully embodying a profound message from the Mundaka Upanishad. This Upanishad narrates the tale of two parrots: one savoring the fruit’s sweetness, symbolizing action (the enjoyer), and the other observing…

Preface Today, as the cricketing world witnesses the retirement of MS Dhoni’s iconic No. 7 jersey by the BCCI, my thoughts turn to the profound impact this legendary cricketer has had, not just on the sport but on countless individuals like myself. As an ardent follower of cricket and an advocate for lifelong learning through…

Introduction: In the realm of Artificial Intelligence (AI), there lies a captivating mechanism known as self-attention—a powerful tool that empowers AI models to comprehend the intricacies of language like never before. Join us on this enlightening journey as we explore the essence of self-attention, its significance in Generative AI, the complexities of the mathematical wizardry…

Artificial General Intelligence (AGI) is not a distant dream; it’s a rapidly evolving reality. As the world hurtles toward an era where machines can replicate human-like intelligence across a wide range of tasks, the question is not whether AGI is coming, but how ready we are to embrace it. The AGI Paradigm Shift AGI represents…

Today, I was inspired by an elegant artistic picture taken by my brother-in-law, Krishnan Radha on the terrace of their art studio, NK Artzz Studio, in Bangalore where my niece Neha Krishnan , who is also an artist, resides. It led me to explore the beauty of the intersection of patterns between nature, art, and…