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Data Science with Python
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Data Science with Python
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Programming
Data Science with Python
Data Science with Python
Curriculum
2 Sections
17 Lessons
12 Weeks
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Python Programming for Data Science
5
1.1
Python Basics
1.2
Python Data Structures
1.3
Python Programming Fundamentals
1.4
Working with Data in Python
1.5
Working with NumPy Arrays
Data Science with Python Programming
12
2.1
Data Science Overview
2.2
Data Analytics Overview
2.3
Statistical Analysis and Business Applications
2.4
Python Environment Setup and Essentials
2.5
Mathematical Computing with Python (NumPy)
2.6
Scientific Computing with Python (Scipy)
2.7
Data Manipulation with Pandas
2.8
Machine Learning with Scikit–Learn
2.9
Natural Language Processing with Scikit Learn
2.10
Data Visualization in Python using Matplotlib
2.11
Web Scraping with BeautifulSoup
2.12
Python Integration with Hadoop MapReduce and Spark
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