Prashika

Day 13 – Transfer Learning & Fine-Tuning Pretrained Models

Leave a Comment / Artificial Intelligence, Deep Learning / By

Introduction In the fast-evolving world of deep learning, training models from scratch can be time-consuming and resource-intensive. Transfer learning addresses this challenge by allowing AI engineers to leverage pretrained models and adapt them to new tasks efficiently. At CuriosityTech.in, learners in Nagpur use transfer learning to build image classifiers, NLP models, and multimodal AI applications, […]

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Day 12 – Reinforcement Learning with Deep Q-Learning

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Introduction Reinforcement Learning (RL) is a branch of AI where agents learn to make decisions by interacting with an environment. Unlike supervised learning, RL focuses on reward-based learning, making it ideal for robotics, gaming, autonomous systems, and optimization problems. At CuriosityTech.in, learners explore Deep Q-Learning (DQL) to train agents in simulated environments, building hands-on experience

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Day 19 – Case Study: Fraud Detection Using Machine Learning

Leave a Comment / Data Science / By

Introduction Fraud detection is a critical application of machine learning in 2025, especially for banking, e-commerce, and financial services. Detecting fraudulent transactions quickly can save millions and protect customer trust. At Curiosity Tech, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), learners work on real-world fraud detection projects, gaining experience with data preprocessing,

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Day 16 – Big Data Tools for Data Scientists: Hadoop & Spark

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Introduction In 2025, data scientists face massive datasets from sources like IoT devices, e-commerce platforms, social media, and financial transactions. Handling this “big data” requires specialized tools beyond traditional databases. At Curiosity Tech, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), learners gain practical skills in Hadoop and Spark, understanding distributed storage, processing,

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Day 12 – Model Evaluation Metrics Every Data Scientist Should Know

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Introduction In 2025, building a machine learning model is just half the journey. The other half is evaluating its performance accurately. Choosing the right evaluation metric ensures your model is reliable, interpretable, and business-ready. At Curiosity Tech, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), we train learners to master model evaluation metrics,

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Day 22 – Progressive Web Apps (PWAs): Turning Frontend into Apps

Leave a Comment / UI / UX Designer(FrontEnd Developer) / By

In today’s digital era, the boundary between websites and mobile applications is fading. Users expect fast, reliable, and app-like experiences from the web. This is where Progressive Web Apps (PWAs) come in. They blend the reach of the web with the functionality of native apps, giving developers a powerful tool to engage users seamlessly. At

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