Deep Learning

Day 9 – Transformers & Attention Mechanisms Explained

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Introduction Transformers have revolutionized Natural Language Processing (NLP) and many other AI domains. Unlike traditional RNNs or LSTMs, Transformers use attention mechanisms to process entire sequences simultaneously, enabling faster training and better handling of long-range dependencies. At CuriosityTech.in, learners in Nagpur explore Transformers through hands-on projects, such as building chatbots, text summarizers, and recommendation engines. […]

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Day 5 – Introduction to TensorFlow & PyTorch for Beginners

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Introduction Deep learning frameworks are the tools that turn theory into practice. Among the most popular are TensorFlow (developed by Google) and PyTorch (developed by Facebook). Both are widely used in industry and research, but each has distinct features, strengths, and learning curves. At CuriosityTech.in, learners in Nagpur start their AI journey with small datasets,

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Day 23 – AI Certifications for Engineers in 2025

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Introduction In 2025, the AI industry is highly competitive, and certifications are an effective way to validate expertise, stay updated with the latest tools, and enhance career prospects. They demonstrate practical skills, theoretical knowledge, and familiarity with cutting-edge AI platforms. At CuriosityTech.in, learners in Nagpur gain guidance on globally recognized AI certifications, exam preparation strategies,

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Day 22 – Robotics & AI: How Deep Learning Powers Automation

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Introduction Robotics and AI are converging to create intelligent automation systems capable of performing complex tasks without human intervention. Deep learning is the backbone of modern robotics, enabling perception, decision-making, and adaptive control. At curiositytech.in learners in Nagpur gain hands-on exposure to robotics simulations, sensor integration, and deep learning models, preparing them for careers in

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Day 18 – Cloud AI Platforms: Google Vertex AI, AWS AI, Azure Cognitive Services

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Introduction With the explosion of AI adoption, cloud AI platforms have become essential for deploying, training, and managing models at scale. They provide infrastructure, pre-built models, and deployment tools, allowing engineers to focus on building solutions rather than managing hardware. At curiositytech.in learners in Nagpur explore Google Vertex AI, AWS AI, and Azure Cognitive Services,

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Day 14 – AI Ethics & Responsible Deep Learning Practices

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Introduction As deep learning and AI become ubiquitous, ethical considerations and responsible practices are critical. AI systems have the potential to impact society, privacy, and decision-making, so engineers must ensure that AI solutions are fair, transparent, and safe. At curiositytech.in, learners not only build AI systems but also explore ethical challenges, case studies, and regulatory

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