bhavesh barange

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

Leave a Comment / Machine Learning /

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 21 – Robotics Trends in 2025: AI, Automation & Collaboration

Leave a Comment / Robotics /

Introduction The robotics landscape is rapidly evolving, and 2025 is expected to bring significant advancements in AI-driven intelligence, collaborative automation, and industry-specific applications. Understanding these trends is critical for robotics engineers, innovators, and business leaders who aim to stay ahead in automation, manufacturing, healthcare, and service sectors. At CuriosityTech.in, learners can access detailed trend analyses,

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Day 21 – Reinforcement Learning Basics Explained

Leave a Comment / Data Science /

Introduction Reinforcement Learning (RL) is a cutting-edge branch of Machine Learning where agents learn to make decisions by interacting with an environment and receiving feedback in the form of rewards or penalties. Unlike supervised learning, RL focuses on sequential decision-making and long-term strategies, making it crucial for applications in robotics, gaming, autonomous systems, and finance.

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Day 21 – Excel vs Power BI vs Tableau: Which Tool Should You Learn?

Leave a Comment / Data Analytics /

Introduction (Comparative Analysis Style) Choosing the right analytics and visualization tool is critical for a data analyst’s productivity, efficiency, and career growth. Each tool has unique capabilities, and understanding them can save time and optimize business decision-making. Imagine a Nagpur-based retail company needing to analyze sales, customer behavior, and inventory data. Should they use Excel

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Day 21 – Reinforcement Learning for Beginners

Leave a Comment / Machine Learning /

Introduction Reinforcement Learning (RL) is one of the most exciting areas of Machine Learning in 2025, powering applications from autonomous vehicles to game AI and robotics. Unlike supervised learning, RL focuses on learning by interaction—an agent learns what actions to take to maximize cumulative rewards in an environment. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar),

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Day 17 – ML in Production: Monitoring & Scaling Models

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Introduction Training and deploying ML models is only half the journey. In 2025, ML engineers must ensure that models continue to perform reliably in production. This involves monitoring performance, detecting anomalies, and scaling models to handle real-world loads. At CuriosityTech.in (Nagpur, Wardha Road, Gajanan Nagar), we train learners to understand production-grade ML pipelines, emphasizing monitoring,

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