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Data Science with PythonCopy
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Data Science with PythonCopy
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Programming
Data Science with PythonCopy
Data Science with PythonCopy
Curriculum
2 Sections
17 Lessons
12 Weeks
Expand all sections
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Python Programming for Data Science
5
1.1
Python BasicsCopy
1.2
Python Data StructuresCopy
1.3
Python Programming FundamentalsCopy
1.4
Working with Data in PythonCopy
1.5
Working with NumPy ArraysCopy
Data Science with Python Programming
12
2.1
Data Science OverviewCopy
2.2
Data Analytics OverviewCopy
2.3
Statistical Analysis and Business ApplicationsCopy
2.4
Python Environment Setup and EssentialsCopy
2.5
Mathematical Computing with Python (NumPy)Copy
2.6
Scientific Computing with Python (Scipy)Copy
2.7
Data Manipulation with PandasCopy
2.8
Machine Learning with Scikit–LearnCopy
2.9
Natural Language Processing with Scikit LearnCopy
2.10
Data Visualization in Python using MatplotlibCopy
2.11
Web Scraping with BeautifulSoupCopy
2.12
Python Integration with Hadoop MapReduce and SparkCopy
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