Data Science Courses in Orange New Delhi

Unlock the potential of data with Orange, an innovative, no-code platform that simplifies data science and machine learning for everyone. This course offers an engaging, hands-on experience, taking you from the basics of data manipulation to building sophisticated machine learning models—all through a visual, drag-and-drop interface. Designed for beginners and non-programmers, the course starts with data preparation techniques. You’ll learn how to clean, organize, and preprocess datasets for deeper analysis, handling common challenges like missing values and feature scaling. With Orange’s built-in tools, you can easily transform raw data into insights-ready datasets, making the learning process straightforward and accessible.   As you progress, you’ll delve into Exploratory Data Analysis (EDA). You’ll work with dynamic visualizations such as heatmaps, decision trees, and box plots to understand data patterns and distributions. By visually interacting with data, you’ll uncover relationships and trends that might otherwise go unnoticed in traditional analysis. The heart of the course focuses on machine learning, where you’ll explore predictive modeling with algorithms for classification, regression, and clustering. Orange’s drag-and-drop environment lets you experiment with various models, adjust parameters, and visually assess performance metrics. You’ll learn how to test models and refine them for accuracy, all without needing to code. Crucial to the course is a strong emphasis on model evaluation. You’ll become proficient in validation techniques like cross-validation and learn how to interpret key performance metrics such as ROC curves and precision-recall trade-offs. These skills ensure that your models are robust and ready for real-world applications. By the end of this course, you’ll have gained a solid foundation in data science, capable of applying data-driven insights to business problems, research, or personal projects. Orange provides the tools and flexibility to explore data science visually, empowering you to build models and extract meaningful results in a no-code environment.   https://iimskills.com/data-science-courses-in-orange/

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