Software Programming & Development
SYLLABUS OF PYTHON FOR DATA ANALYSIS |
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| Python Course Module 01: NUMPY | ||||||||||||||||
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~ Intro to numpy ~ Creating Arrays ~ Using arrays and scalars ~ Indexing Arrays ~ Array Transposition ~ Universal Array Function ~ Array Processing ~ Array Input and Output |
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| Python Course Module 02: PANDAS | ||||||||||||||||
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~ Series ~ DataFrames ~ Index Objects ~ Reindexing ~ Drop Entry ~ Selecting Entries ~ Data Alignment ~ Rank and Sort ~ Summary Statistics ~ Missing Data ~ Index Hierarchy |
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| Python Course Module 03: READING & WRITING DATA | ||||||||||||||||
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~ Reading and Writing Text Files ~ JSON with Python ~ HTML with Python ~ Excel with Python |
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| Python Course Module 04: NUMPY | ||||||||||||||||
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~ Merge ~ Merge on Index ~ Concatenate ~ Combining DataFrames ~ Reshaping ~ Pivoting ~ Duplicates in DataFrames ~ Mapping ~ Replace ~ Rename Index ~ Binning ~ Outliers ~ Permutation ~ GroupBy on DataFrames ~ Groupby on Dict and Series ~ Aggregation ~ Splitting, Applying and Combining ~ Cross-Tabulation |
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| Python Course Module 05: DATA VISUALIZATION | ||||||||||||||||
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~ Installing Seaborn ~ Histograms ~ Kernel Density Estimation Plots ~ Combining Plot Styles ~ Box and Violin Plots ~ Regression Plots ~ Heatmaps and Clustered Matrices |
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Python Course Fee
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| Course Name | Course Duration | Course Fees | Fees (US $) |
| Python for Data Science | 30 sessions of 1 hr. each | 9,000/- | $ 260 |
| Python For Data Analysis | 30 sessions of 1 hr. each | 10,000/- | $ 285 |
| Python for Data Science & Python For Data Analysis | 60 sessions of 1 hr. each | 17,500/- | $ 500 |