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This 3-hour Data Science full course is designed for beginners who want a quick yet comprehensive introduction to the world of Data Science. The course begins with Python programming fundamentals and essential libraries such as NumPy, Pandas, and Matplotlib, enabling learners to manipulate, analyze, and visualize data effectively.
Next, the course introduces core concepts in statistics and probability, providing the foundation needed to make data-driven decisions. Students learn how to clean, explore, and interpret datasets, gaining practical skills for analyzing real-world data.
The course also covers an introduction to machine learning, including supervised learning techniques like regression and classification, as well as unsupervised learning such as clustering. Each concept is explained with examples to help beginners grasp practical applications.
By the end of the course, participants will have a solid understanding of Data Science fundamentals and basic machine learning models. This course is perfect for students, professionals, and AI enthusiasts seeking a fast, hands-on introduction to Data Science, enabling them to confidently begin exploring deeper topics and building real-world data-driven solutions.