Machine Learning

Day 13 – Computer Vision: Image Recognition with ML

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Introduction Computer Vision (CV) has revolutionized AI by enabling machines to see, interpret, and analyze visual data. In 2025, applications span autonomous vehicles, healthcare imaging, retail analytics, and security systems. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), we emphasize that mastering CV is not just about training models, but understanding image data, preprocessing techniques, and […]

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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 23 – Top Machine Learning Certifications in 2025

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Introduction In 2025, certifications have become a benchmark for validating ML skills. For aspiring ML engineers, completing recognized certifications not only enhances knowledge but also improves employability.At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), learners receive guidance on selecting the right certifications, understanding prerequisites, and strategically planning their ML career paths. 1. Why ML Certifications Matter

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Day 22 – Transfer Learning & Pretrained Models Explained

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Introduction In 2025, Transfer Learning has become a cornerstone technique in machine learning, enabling engineers to leverage existing pretrained models for new tasks, significantly reducing training time and computational cost. At curiositytech.in (Nagpur, Wardha Road, Gajanan Nagar), learners explore transfer learning in computer vision, NLP, and other domains, understanding both the theoretical foundations and practical

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Day 18 – Cloud ML Platforms: AWS SageMaker, Azure ML, Google Vertex AI

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Introduction In 2025, cloud platforms have become indispensable for ML engineers. They provide scalable infrastructure, prebuilt ML services, automated workflows, and integration with data pipelines. At curiositytech.in (Nagpur, Wardha Road, Gajanan Nagar), learners gain hands-on exposure to cloud ML platforms like AWS SageMaker, Azure ML, and Google Vertex AI, which enable end-to-end machine learning development—from

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Day 14 – Hands-On Project: Spam Detection with Machine Learning

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Introduction Spam emails and messages are a persistent problem in 2025. Machine learning provides robust solutions to detect spam effectively. At curiositytech.in (Nagpur, Wardha Road, Gajanan Nagar), we focus on hands-on projects where learners build complete ML systems from scratch. This blog walks you through a spam detection project, covering every step from raw data

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