November 2025

Day 9 – Transformers & Attention Mechanisms Explained

Leave a Comment / Artificial Intelligence, Deep Learning / By

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 9 – Supervised vs Unsupervised Learning Explained

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Introduction Machine Learning in 2025 is not just about algorithms; it’s about choosing the right approach for the right problem. Two fundamental paradigms dominate: Supervised Learning and Unsupervised Learning. At CuriosityTech.in, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), we help learners understand the differences deeply, so they can select appropriate models and

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Day 9 – Path Planning Algorithms for Autonomous Robots

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Introduction Path planning is a fundamental aspect of autonomous robotics, enabling robots to move from a starting point to a goal safely and efficiently. Whether it’s a mobile robot navigating a warehouse or a drone flying through complex terrain, understanding path planning algorithms is crucial. At CuriosityTech.in, beginners and professionals alike can access step-by-step tutorials,

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Day 9 – Hyperparameter Tuning for Better Model Performance

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Introduction Building a machine learning model in 2025 is just the start. The real difference between a good model and an excellent model lies in hyperparameter tuning. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), we teach learners that hyperparameters control model behavior, and tuning them properly is mandatory for high-performance ML models. Think of hyperparameters

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Day 9 – Hyperparameter Tuning for Better Model Performance

Leave a Comment / FAQ Questions / By

Introduction Building a machine learning model in 2025 is just the start. The real difference between a good model and an excellent model lies in hyperparameter tuning. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), we teach learners that hyperparameters control model behavior, and tuning them properly is mandatory for high-performance ML models. Think of hyperparameters

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Day 5 – SQL Basics for Data Analysts: Queries, Joins & Filtering

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Introduction (Hands-On Tutorial Style) Imagine you are a data analyst in a retail company in Nagpur and you’ve been given three Excel sheets—Orders, Customers, and Products. Your manager asks: “Which products are selling the most in Nagpur last quarter?” This is a classic scenario where SQL shines. SQL (Structured Query Language) is the language of

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