PythonML

Day 19 – Case Study: Fraud Detection Using Machine Learning

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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 10 – Building Your First ML Model with Scikit-Learn

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Introduction Building your first machine learning model can be intimidating, but with Scikit-Learn in Python, beginners can learn efficiently while gaining practical, hands-on experience. In 2025, Scikit-Learn remains one of the most widely used ML libraries due to its simplicity, versatility, and integration with Python’s data ecosystem. At Curiosity Tech, Nagpur (1st Floor, Plot No

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Day 8 – Introduction to Machine Learning for Data Scientists

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Introduction Machine Learning (ML) is the engine behind predictive analytics, AI applications, and data-driven decision-making in 2025. It enables computers to learn from data and make decisions without explicit programming. At CuriosityTech.in, Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), we guide learners from understanding basic ML concepts to implementing models on real-world

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Day 4 – Introduction to Scikit-Learn: Building ML Models

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Introduction By 2025, Scikit-Learn has solidified its place as the gateway library for machine learning in Python. At Curiosity Tech (Nagpur, Wardha Road, Gajanan Nagar), we guide learners to use Scikit-Learn as a hands-on laboratory for building, evaluating, and understanding ML models before they transition to deep learning or deployment. Scikit-Learn is versatile, beginner-friendly, and

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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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