Tag: Machine Learning
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India’s Large Language Language: Challenges and Opportunities
Developing Large Language Models (LLMs) for India’s rich linguistic spectrum faces unique challenges, like diverse languages and dialects, each with its grammar, syntax, cultural context, sensitivity, and local expressions. Additionally, the predominantly oral nature of many Indian languages and the limited electronic documentation complicate data collection, especially for less-spoken languages. Linguistic proficiency and cultural insight…
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World’s first technology for real-time CPU and GPU processing optimization
Fujitsu developed the world’s first technology for real-time CPU and GPU processing optimization to address global GPU shortage by maximizing the efficiency of existing computing resources, which is essential for generative AI and deep learning applications. Transformative HPC Systems:Our new parallel processing technology enables the real-time switching of multiple program executions in HPC systems. We’ve…
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Digital Revolution In Retail: How Computer Vision Is Leading The Way
Computer vision (CV) is a branch of artificial intelligence (AI) that empowers computers to interpret and understand the visual world by analyzing images and videos, leading the digital revolution in the ever-evolving retail landscape. With its advanced and growing capabilities, CV is reshaping retail processes and offering consumers an unparalleled shopping experience. Read the complete…
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𝐅𝐫𝐨𝐦 𝐌𝐢𝐭𝐡𝐚𝐢 (𝐬𝐰𝐞𝐞𝐭𝐬) 𝐭𝐨 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠
In the heart of Nagpur, Meena runs a reasonably small sweet shop. She learned to make local sweets from her grandmother, especially an expert in Santra Barfi. As she goes about making sweets, her radio is her companion, filling her with news from around the world. One day, the radio was buzzing with something called ‘Generative…
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Federated Learning: A World of Decentralized Data Science Tools and Libraries
Federated learning (FL) is an evolving landscape that revolves around learning from decentralized data. In essence, FL lets you train models across different devices or servers while holding the data locally, ensuring privacy. Below are the some of the libraries and tools to practice FL. PySyft is a Python library that integrates with PyTorch, employing…
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Navigating the Data Revolution: The Rise of Data-First Cultures
In an age defined by information, the true currency of successful businesses is data. The concept of a ‘data-first culture’ has taken centre stage, revolutionizing how organizations operate. It is an organizational mindset that values data as a cornerstone for insights, innovation, and efficiency, serving as a linchpin for decision-making processes. Companies that embraced data-first…
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AI: Unstoppable Force or Ultimate Tool? Can We Reach a Point of No Return?
The AI world is evolving at breakneck speed but could AI ever become uncontrollable and impossible to turn off, i.e., a point of “runaway” or “hard takeoff”. This question has ignited fervent discussions among experts and enthusiasts alike. Let’s dissect the debate and uncover the implications for our future. The Unstoppable AI Hypothesis Imagine a world…
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Biggest changes artificial intelligence bringing about in the way we work
Witnessing the influence of AI firsthand, I see how it’s not just reshaping but revolutionizing the global professional landscape across many industries. One significant shift is AI’s capacity to streamline operations through automation, freeing workers from repetitive tasks and augmenting human capabilities. This enables them to focus on more complex responsibilities, marking a revolutionary shift…
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Advice for professionals to stay ahead of the curve in the age of AI
Navigating the swiftly changing AI landscape is a tough task. To keep pace, professionals need more than just formal qualifications. I suggest a five-pronged strategy to remain competitive in this dynamic environment: 1. Stay Informed: Prioritize following influential AI Experts, universities, innovative companies, and vibrant AI and data science communities, particularly on Twitter and LinkedIn.…
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Decoding the Future: 10 Groundbreaking AI Trends Reshaping Our World
Predicting the future of AI can feel like shooting at a moving target, especially with the pace at which it’s evolving. Yet, this sheer thrill of the chase keeps us intrigued. In the fast-paced world of AI, every blink risks missing a breakthrough. Let’s take a moment to pause, reflect, and look ahead. Here are…
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The PropTech Revolution and its Impact on India’s Economic Growth
Digital transformation, underpinned by increasing urbanization and disposable incomes, has not spared the traditionally old-world real estate industry. PropTech, or technology and digital innovations aimed explicitly at revolutionizing the property sector, is leading this transition in India. Since its emergence in the 21st century, PropTech has evolved into a vibrant ecosystem of digital solutions and…
Welcome! I’m amitkumar Shrivastava, Head of AI, Global Fujitsu Distinguished Engineer, and Fujitsu Fellow. This blog is dedicated to exploring the latest in technology, with a focus on artificial intelligence. Here, I share insights from my work, tech travels, and ongoing projects in the AI space. Join me as we dive into cutting-edge innovations and industry updates. Reach me at LinkedIn - https://www.linkedin.com/in/amitkumar-shrivastava/. 