| Course Introduction and Table of Contents |
|
Course Introduction and Table of Contents |
|
00:09:00 |
| Introduction to Python, Pandas and Numpy |
|
Introduction to Python, Pandas and Numpy |
|
00:07:00 |
| System and Environment Setup |
|
System and Environment Setup |
|
00:08:00 |
| Python Strings |
|
Python Strings – Part 1 |
|
00:11:00 |
|
Python Strings – Part 2 |
|
00:09:00 |
| Python Numbers and Operators |
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Python Numbers and Operators – Part 1 |
|
00:06:00 |
|
Python Numbers and Operators – Part 2 |
|
00:07:00 |
| Python Lists |
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Python Lists – Part 1 |
|
00:05:00 |
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Python Lists – Part 2 |
|
00:06:00 |
|
Python Lists – Part 3 |
|
00:05:00 |
|
Python Lists – Part 4 |
|
00:07:00 |
|
Python Lists – Part 5 |
|
00:07:00 |
| Tuples in Python |
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Tuples in Python |
|
00:06:00 |
| Sets in Python |
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Sets in Python – Part 1 |
|
00:05:00 |
|
Sets in Python – Part 2 |
|
00:04:00 |
| Python Dictionary |
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Python Dictionary – Part 1 |
|
00:07:00 |
|
Python Dictionary – Part 2 |
|
00:07:00 |
| NumPy Library - Introduction |
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NumPy Library Intro – Part 1 |
|
00:05:00 |
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NumPy Library Intro – Part 2 |
|
00:05:00 |
|
NumPy Library Intro – Part 3 |
|
00:06:00 |
| NumPy Array Operations and Indexing |
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NumPy Array Operations and Indexing – Part 1 |
|
00:04:00 |
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NumPy Array Operations and Indexing – Part 2 |
|
00:06:00 |
| NumPy Multi-Dimensional Arrays |
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NumPy Multi-Dimensional Arrays – Part 1 |
|
00:07:00 |
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NumPy Multi-Dimensional Arrays – Part 2 |
|
00:06:00 |
|
NumPy Multi-Dimensional Arrays – Part 3 |
|
00:05:00 |
| Introduction to Pandas Series |
|
Introduction to Pandas Series |
|
00:08:00 |
| Introduction to Pandas Dataframes |
|
Introduction to Pandas Dataframes |
|
00:07:00 |
| Pandas Dataframe conversion and drop |
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Pandas Dataframe conversion and drop – Part 1 |
|
00:06:00 |
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Pandas Dataframe conversion and drop – Part 2 |
|
00:06:00 |
|
Pandas Dataframe conversion and drop – Part 3 |
|
00:07:00 |
| Pandas Dataframe summary and selection |
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Pandas Dataframe summary and selection – Part 1 |
|
00:06:00 |
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Pandas Dataframe summary and selection – Part 2 |
|
00:06:00 |
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Pandas Dataframe summary and selection – Part 3 |
|
00:07:00 |
| Pandas Missing Data Management and Sorting |
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Pandas Missing Data Management and Sorting – Part 1 |
|
00:07:00 |
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Pandas Missing Data Management and Sorting – Part 2 |
|
00:07:00 |
| Pandas Hierarchical-Multi Indexing |
|
Pandas Hierarchical-Multi Indexing |
|
00:06:00 |
| Pandas CSV File Read Write |
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Pandas CSV File Read Write – Part 1 |
|
00:05:00 |
|
Pandas CSV File Read Write – Part 2 |
|
00:07:00 |
| Pandas JSON File Read Write |
|
Pandas JSON File Read Write Operations |
|
00:07:00 |
| Pandas Concatenation Merging and Joining |
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Pandas Concatenation Merging and Joining – Part 1 |
|
00:05:00 |
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Pandas Concatenation Merging and Joining – Part 2 |
|
00:04:00 |
|
Pandas Concatenation Merging and Joining – Part 3 |
|
00:04:00 |
| Pandas Stacking and Pivoting |
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Pandas Stacking and Pivoting – Part 1 |
|
00:06:00 |
|
Pandas Stacking and Pivoting – Part 2 |
|
00:05:00 |
| Pandas Duplicate Data Management |
|
Pandas Duplicate Data Management |
|
00:07:00 |
| Pandas Mapping |
|
Pandas Mapping |
|
00:04:00 |
| Pandas Grouping |
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Pandas Groupby |
|
00:06:00 |
| Pandas Aggregation |
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Pandas Aggregation |
|
00:09:00 |
| Pandas Binning or Bucketing |
|
Pandas Binning or Bucketing |
|
00:08:00 |
| Pandas Re-index and Rename |
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Pandas Re-index and Rename – Part 1 |
|
00:04:00 |
|
Pandas Re-index and Rename – Part 2 |
|
00:05:00 |
| Pandas Replace Values |
|
Pandas Replace Values |
|
00:05:00 |
| Pandas Dataframe Metrics |
|
Pandas Dataframe Metrics |
|
00:07:00 |
| Pandas Random Permutation |
|
Pandas Random Permutation |
|
00:08:00 |
| Pandas Excel sheet Import |
|
Pandas Excel sheet Import |
|
00:07:00 |
| Pandas Condition Selection and Lambda Function |
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Pandas Condition Selection and Lambda Function – Part 1 |
|
00:05:00 |
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Pandas Condition Selection and Lambda Function – Part 2 |
|
00:05:00 |
| Pandas Ranks Min Max |
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Pandas Ranks Min Max |
|
00:06:00 |
| Pandas Cross Tabulation |
|
Pandas Cross Tabulation |
|
00:07:00 |
| Matplotlib Graphs and plots |
|
Graphs and plots using Matplotlib – Part 1 |
|
00:06:00 |
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Graphs and plots using Matplotlib – Part 2 |
|
00:02:00 |
| Matplotlib Histograms |
|
Matplotlib Histograms |
|
00:03:00 |
| Order Certificate |
|
Order Certificate |
|
00:00:00 |
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