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Overview
Learn in demand skill Pandas, Sci-kit Learn, Numpy For Data Science & Machine Learning : Seaborn | Matplot Lib | Python What you'll learn: Update your resume with one of the in demand skill : Data analysis Pandas Setting up Python in anaconda environment Refresh Python basics with crash course Learn Most demanded python data analysis library : Pandas Three important data structure of pandas : Series, Data Frame, Panel Learn how to analyse one, two and three dimensional data...
Syllabus
- Introduction
- Installation and IDE
- Code Download
- Python Crash Course [Optional]
- Python Exercises
- Numpy
- Series : Pandas
- Data Frame : Pandas
- Pandas Exercise
- Panel : Pandas
- Pandas Options
- Visualize Data with Pandas
- Import and Export data from Pandas
- Working with Text Data
- Data Grouping
- Data Frame : Multiindex
- Working with Time series data
- Data cleaning
- Appendix : Numpy - Numerical Python Library
- Pandas - Miscellaneous
- +++*** PANDAS 1.0.0 OUT ***+++
- ----------- 2nd Part of Course -----------
- Data Visualization with MatPlotlib & Seaborn
- Towards Machine Learning
- Machine Learning Work Flow with Scikit-learn
- ++++*** Importing Data ***+++
- Reading Local File
- Importing data from Remote Location
- Reading streaming data
- Data PreProcessing & Feature Engineering
- Bonus Lecture
Instructor
Ankit Mistry : 150,000+ Students
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