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Showing posts from January, 2024

Artificial Intelligence on Cloud - Benefits and Challenges

      Why Cloud ?    Cloud computing is a paradigm in computing that involves the delivery of various computing services including storage, processing power and applications over the internet . Instead of relying on local servers or personal computers to handle computing tasks, users can access and utilize a shared pool of resources provided by third-party service providers. These services are hosted in remote data centers commonly referred to as the "cloud" and are made available to users on a pay-as-you-go or subscription basis. Cloud computing encompasses a range of services, including Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS ).    IaaS provides virtualized computing resources, PaaS offers a platform for application development and deployment, and SaaS delivers software applications over the internet.     Benefits such as cost efficiency, scalability, flexibility, acc...

Prompt Engineering - Level 4 Advanced & Introduction to NLP (Natural Language Processing)

  Prompt engineering at an advanced level involves crafting sophisticated and precise prompts to elicit desired responses from natural language processing models . This process requires a deep understanding of the model's capabilities, limitations and the nuances of language.  Key Aspects :  Precision and Clarity: Crafting prompts that are clear, concise and unambiguous is crucial. Ambiguous or vague prompts can lead to unpredictable or undesired outputs. Basic Prompt: "Translate the following English text into French." Advanced Prompt: "Provide a fluent French translation for the following English sentence: 'The intricate relationship between quantum mechanics and general relativity challenges our understanding of the fundamental nature of the universe.'" Context Awareness: Understanding how context influences responses is vital. Incorporating relevant context in prompts can guide the model to provide more contextually appropriate and ...

Artificial intelligence on Cloud

  Cloud computing is a technology model that enables convenient, on-demand access to a shared pool of computing resources (such as servers, storage, networking, databases, applications, and services) over the internet. Instead of owning and maintaining physical hardware and infrastructure, users can access and use computing resources on a pay-as-you-go basis, similar to a utility service.  Cloud computing also has deployment models, indicating how cloud services are hosted and made available to users: Public Cloud: Services are provided over the public internet and are available to anyone who wants to use or purchase them. Examples include AWS, Azure, and Google Cloud. Private Cloud: Cloud resources are used exclusively by a single organization. Private clouds can be hosted on-premises or by a third-party provider. Hybrid Cloud: Combines elements of both public and private clouds. It allows data and applications to be shared between them, offering greater flexibility a...