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Discover the world of data science with Orange, a user-friendly, no-code platform that makes data analysis and machine learning accessible to everyone. This course is designed to introduce you to the key concepts of data science through a hands-on, visual approach. Whether you’re a complete beginner or a seasoned professional, you’ll learn how to analyze and model data without the need for any coding. Starting with data preparation, you’ll learn how to clean, preprocess, and organize datasets for analysis. Orange’s drag-and-drop interface allows you to manage missing data, standardize variables, and prepare your data for deeper exploration. You’ll then move into Exploratory Data Analysis (EDA), where you’ll use interactive charts, graphs, and visual tools to uncover patterns, correlations, and trends within your****** The course will then guide you through machine learning, where you’ll build predictive models for tasks such as classification, regression, and clustering. You’ll experiment with different algorithms, visualize model performance, and fine-tune your models for better accuracy, all within Orange’s easy-to-use workflow system. No coding is needed to create sophisticated machine learning models and explore various outcomes. You’ll also learn about model evaluation, applying techniques like cross-validation to ensure that your models are both accurate and reliable. By analyzing key metrics like precision, recall, and accuracy, you’ll gain insights into how well your models perform and understand how to improve them for future use. https://iimskills.com/data-science-courses-in-orange/
