Назад в каталог
Курс от Birla Institute of Technology & Science, Pilani
courseraАнализ данных
Introduction to Data Analytics
Курс от Birla Institute of Technology & Science, PilaniО курсе
Welcome to Introduction to Data Analytics! This course will guide you through the essential techniques for working with data, equipping you with skills used by data experts across industries. You’ll explore how to clean and preprocess data using Python libraries like Pandas and NumPy, laying the groundwork for effective data analysis. We’ll dive into exploratory data analysis (EDA), where you’ll uncover hidden patterns and insights. You’ll also be introduced to key machine learning algorithms for predicting outcomes and solving real-world problems. Along the way, we’ll cover best practices for evaluating your models and ensuring their reliability. The course also includes hands-on projects to solidify your learning and practical exercises to apply your skills. By the end, you’ll have a robust toolkit for approaching data-driven challenges confidently, whether you're advancing your career or tackling new opportunities in the data field. Join us on this learning journey!
Навыки, которые вы освоите
Exploratory Data AnalysisDimensionality ReductionData StructuresPandas (Python Package)Data PreprocessingNumPyRegression AnalysisData VisualizationMachine Learning AlgorithmsFeature EngineeringData CleansingAnalyticsData EthicsData AnalysisData ManipulationPython ProgrammingClassification AlgorithmsData ScienceData TransformationUnsupervised Learning
Программа курса
10 модулей · 354 учебных материалов
01Introduction to Data Analytics40 материалов
Учитесь у экспертов
BITS Pilani Instructors Group
Преподаватель курса