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AI

Developing AI Software: How to Do it from Scratch!

Want to develop AI software from scratch but unsure where to begin? Wondering how to turn raw data into a functioning AI-powered software development system that actually delivers results?  Developing AI software from scratch in 2025 has become more accessible thanks to a range of available tools, open-source models, and AI-powered software development assistants. The […]

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AI

A Complete Guide to Sentiment Analysis Along with Examples

How well do you really understand what your customers feel? Can you spot sarcasm or subtle emotions hidden in reviews or social media posts? Modern sentiment analysis makes it possible to capture these insights accurately.  With advances in NLP sentiment models and machine learning, sentiment analysis tools now read beyond simple positive or negative labels. […]

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AI

Natural Language Generation: Everything You Need to Know!

Natural Language Generation (NLG) is reshaping how businesses handle content creation and data storytelling. Did you know the NLG market is projected to grow at over 20% annually, reaching $2.7 billion by 2026? With this rapid growth, how can companies keep up with demand for fast, accurate, and personalized text?  Advances in text synthesis now […]

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AI

10 Best AI Solutions Companies in India in 2025

Based on research, the top AI companies in India are powering a market expected to exceed $17 billion by 2027, growing at over 20% annually. What drives this surge? Access to advanced GPU infrastructure, government initiatives, and a rich pool of AI talent are reshaping the country’s technology scene.  How are Indian firms turning AI […]

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AI

Named Entity Recognition (NER): Meaning, Methods, Use Cases, and Challenges

Do you know how a finance tool instantly spots company names, earnings figures, or locations in reports? Named entity recognition makes that possible by converting raw text into structured data. Leading models like BERT‑large and LUKE score between 92% to 94% F1 on the CoNLL-2003 benchmark. Lighter models like DistilBERT can still achieve over 95% […]

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AI

Why AI as a Service Companies Are Gaining Traction Among Startups and Enterprises?

AI as a Service (AIaaS) is rapidly transforming how businesses access and utilize artificial intelligence. In 2025, the global AIaaS market is projected to grow from $20.26 billion to $91.20 billion by 2030, reflecting a compound annual growth rate (CAGR) of 35.1% . This surge is driven by the increasing need for scalable, cost-effective AI […]