CuriosityTech

Day 19 – Case Study: Analyzing Customer Churn with SQL & Python

Leave a Comment / Data Analytics / By

Introduction (Case Study Style) Customer churn—when a client stops using a service or product—is a critical KPI for businesses. Reducing churn directly impacts revenue, customer retention, and growth. Imagine a Nagpur-based telecom company that wants to identify why customers leave and predict who might churn. Using SQL to extract customer data and Python for analysis […]

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Day 19 – Feature Stores & MLOps for Machine Learning Engineers

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Introduction In 2025, MLOps (Machine Learning Operations) and Feature Stores have become critical for ML engineers. They ensure that models are reproducible, scalable, and maintainable in production. At Curiosity Tech (Nagpur, Wardha Road, Gajanan Nagar), we teach learners to integrate MLOps pipelines with Feature Stores, enabling teams to manage, share, and reuse features across multiple

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Day 15 – Hands-On Project: Predicting House Prices with ML

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Introduction Predicting house prices is one of the classic machine learning projects that allows beginners and intermediate learners to practice end-to-end ML workflows. In 2025, housing market prediction models help real estate companies, investors, and urban planners make data-driven decisions. At Curiosity Tech, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), we teach

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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 Curiosity Tech, learners in Nagpur build end-to-end CNN-based image classifiers, gaining hands-on experience in data preprocessing, model building, evaluation, and deployment,

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Day 15 – Hands-On Project: Build Your First Mobile Robot

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Introduction Building a mobile robot is the ultimate hands-on way to apply robotics concepts, integrating sensors, actuators, controllers, and programming. It allows learners to experience the full robotics development lifecycle, from hardware assembly to algorithmic control. At Curiosity Tech, learners can access step-by-step tutorials, simulation guides, and real-world project tips to successfully build and test

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Day 11 – Robot Sensors: LiDAR, Ultrasonic & Infrared Explained

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Introduction Sensors are the eyes and ears of a robot, enabling it to perceive its environment and make intelligent decisions. Among the most widely used sensors in robotics are LiDAR, Ultrasonic, and Infrared (IR) sensors, each offering unique advantages and use cases. Understanding these sensors in depth is essential for robotics engineers aiming to design

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