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Python for Beginners Course Outline

The “Data Analysis for Beginners” course is designed to introduce foundational concepts and practical skills necessary for effective data analysis. Starting with an overview of data analysis and its significance across various industries, the course covers essential tools like Excel and Python, focusing on data collection, cleaning, and manipulation. Students learn core statistical concepts, exploratory data analysis techniques, and basic principles of machine learning. Practical sessions include working with real datasets to apply statistical tests, create visualizations, and interpret results. The course concludes with a capstone project where students apply their newly acquired skills to solve a real-world problem, preparing them for further studies or careers in data analysis.