Machine Learning

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Day 9 – Hyperparameter Tuning for Better Model Performance

Leave a Comment / FullStack Developer Python, Machine Learning /

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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A promotional graphic for a "Zero to Hero in 26 Days" course focused on becoming a Machine Learning Engineer. The left side features the CuriosityTech logo, a cloud icon, and text comparing ML Engineer vs Data Scientist. The right side displays a digital brain network with glowing nodes and binary code.

Day 9 – Hyperparameter Tuning for Better Model Performance

Leave a Comment / FullStack Developer Python, Machine Learning /

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

Day 9 – Hyperparameter Tuning for Better Model Performance Read More »

, , ,
A promotional graphic for a "Zero to Hero in 26 Days" course focused on becoming a Machine Learning Engineer. The left side features the CuriosityTech logo, a cloud icon, and text comparing ML Engineer vs Data Scientist. The right side displays a digital brain network with glowing nodes and binary code.

Day 5 – Introduction to TensorFlow & PyTorch for Beginners

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Introduction Deep learning frameworks are the tools that turn theory into practice. Among the most popular are TensorFlow (developed by Google) and PyTorch (developed by Facebook). Both are widely used in industry and research, but each has distinct features, strengths, and learning curves. At CuriosityTech.in, learners in Nagpur start their AI journey with small datasets,

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Day 5 – Data Preprocessing: Cleaning, Scaling & Encoding Data

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Introduction In 2025, data preprocessing has become one of the most critical skills for a Machine Learning Engineer. Raw data from real-world sources—like customer transactions, sensor logs, or social media—is messy, incomplete, and inconsistent. Without proper preprocessing, even the most advanced ML algorithms fail. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), we emphasize that 70%

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Day 22 – Advanced Machine Learning Techniques: Ensembles & Boosting

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Introduction In 2025, advanced machine learning techniques are essential for building high-performance models. Among these, ensemble methods and boosting algorithms stand out because they combine multiple models to improve accuracy, reduce bias, and enhance robustness. At curiositytech.in Nagpur (1st Floor, Plot No 81, Wardha Rd, Gajanan Nagar), learners master ensemble learning strategies, from simple bagging

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Day 23 – Top Machine Learning Certifications in 2025

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IntroductionIn 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 get guidance on selecting the right certifications, understanding prerequisites, and strategically planning their ML career paths. 1. Why ML Certifications MatterCredential Recognition:

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