Deep Learning

Day 19 – Case Study: Self-Driving Cars with Deep Learning

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Introduction Self-driving cars represent one of the most complex and transformative applications of AI and deep learning. These vehicles rely on computer vision, sensor fusion, reinforcement learning, and decision-making algorithms to navigate safely. At CuriosityTech.in, learners in Nagpur explore end-to-end autonomous vehicle pipelines, gaining hands-on experience in deep learning architectures, simulation environments, and real-world deployment […]

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Day 7 – Recurrent Neural Networks (RNNs) & LSTMs for Sequential Data

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Introduction While CNNs excel at understanding images, Recurrent Neural Networks (RNNs) and Long Short-Term Memory networks (LSTMs) are designed for sequential data. This includes text, speech, stock prices, and time series data. At CuriosityTech.in, learners explore RNNs and LSTMs through projects like sentiment analysis, stock prediction, and chatbot creation. By handling sequential patterns, students gain

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Day 15 – Hands-On Project: Image Classification with CNNs

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Introduction Image classification is a fundamental task in computer vision and a great way to learn Convolutional Neural Networks (CNNs). CNNs automatically extract features from images, eliminating the need for manual feature engineering. At CuriosityTech.in, learners in Nagpur build end-to-end CNN-based image classifiers, gaining hands-on experience in data preprocessing, model building, evaluation, and deployment, making

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Day 3 – Neural Networks 101: The Building Blocks of Deep Learning

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Introduction Every skyscraper rests on a solid foundation, and in the same way, deep learning rests on neural networks. If you understand neural networks deeply, every other concept—CNNs, RNNs, Transformers—becomes far easier. At CuriosityTech.in (Nagpur), where learners build their first AI projects before scaling to industry-level applications, the journey always begins with Neural Networks 101.

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Day 1 of a 26-day 'Zero to Hero' guide for becoming a Deep Learning Engineer in 2025. The title reads 'What is Deep Learning? A Beginner's Guide for 2025.

Day 1 – What is Deep Learning? A Beginner’s Guide to AI Careers

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The world of Artificial Intelligence (AI) is vast, but if there is one branch that has transformed industries from healthcare to autonomous driving, it is Deep Learning. For beginners, deep learning often feels intimidating—like entering a labyrinth of mathematics, neural networks, and algorithms. But with the right roadmap, it becomes not just understandable, but exciting.

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