Click here BCOM DATASCIENCE AND PYTHON NOTES Data science is a multidisciplinary field that uses various techniques and tools to extract valuable insights and knowledge from data. Python is a popular programming language for data science due to its versatility, extensive libraries, and a strong community of users. Here are some brief notes on data science using Python: 1. **Python for Data Science**: - Python is widely used for data manipulation, analysis, and visualization. - Libraries like NumPy, pandas, and Matplotlib provide essential data handling and visualization capabilities. 2. **Data Collection and Cleaning**: - Data is collected from various sources, such as databases, APIs, or web scraping. - Cleaning involves handling missing values, outliers, and ensuring data consistency. 3. **Data Analysis**: - Pandas is a popular library for data manipulation, including filtering, aggregation, and transformation. - Statistical analysis and hypothesis testing are co
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