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What does a typical data science course syllabus include?
armen23244: A typical data science course in Pune syllabus covers a range of topics designed to build skills in data analysis, machine learning, and programming. Below are the key components: 1. Introduction to Data Science Overview of data science concepts and its applications. Understanding data science workflows and tools. 2. Programming Fundamentals Python or R programming basics. Libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization. 3. Statistics and Probability Descriptive and inferential statistics. Probability distributions, hypothesis testing, and statistical significance. 4. Data Wrangling and Preprocessing Handling missing data, data cleaning, and formatting. Data normalization and transformation techniques. 5. Data Visualization Creating charts, graphs, and dashboards using tools like Tableau, Power BI, or Seaborn. 6. Machine Learning Supervised and unsupervised learning. Algorithms like regression, decision trees, clustering, and neural networks. Link: https://www.sevenmentor.com/data-science-course-in-pune.php
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