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-- ViewingNow<p>Welcome to the certificate course in <strong>Data Science with Python</strong>. This course is crucial in today's data-driven world, with industries increasingly relying on data for strategic decision-making.
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⢠Introduction to Data Analysis: Understanding data, data types, and data sources. ⢠Data Cleaning: Techniques for handling missing data, outliers, and inconsistent data. ⢠Data Visualization: Designing effective data visualizations to communicate insights. ⢠Statistical Analysis: Performing statistical tests to identify significant relationships and trends. ⢠Machine Learning: Overview of machine learning algorithms, including supervised and unsupervised learning. ⢠Data Modeling: Building predictive models to solve real-world problems. ⢠Evaluation Metrics: Measuring the performance of data models and visualizations. ⢠Data Ethics: Considering ethical implications of data analysis and machine learning.
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