- 1 year
- Intermediate
- Course Certificate
- Number of Units62
- Number of Quizzes0
- 6 hours, 20 minutes Gift this course
Course Curriculum
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 | |||
Python Numbers and Operators – Part 1 | 00:06:00 | ||
Python Numbers and Operators – Part 2 | 00:07:00 | ||
Python Lists | |||
Python Lists – Part 1 | 00:05:00 | ||
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 | |||
Tuples in Python | 00:06:00 | ||
Sets in Python | |||
Sets in Python – Part 1 | 00:05:00 | ||
Sets in Python – Part 2 | 00:04:00 | ||
Python Dictionary | |||
Python Dictionary – Part 1 | 00:07:00 | ||
Python Dictionary – Part 2 | 00:07:00 | ||
NumPy Library - Introduction | |||
NumPy Library Intro – Part 1 | 00:05:00 | ||
NumPy Library Intro – Part 2 | 00:05:00 | ||
NumPy Library Intro – Part 3 | 00:06:00 | ||
NumPy Array Operations and Indexing | |||
NumPy Array Operations and Indexing – Part 1 | 00:04:00 | ||
NumPy Array Operations and Indexing – Part 2 | 00:06:00 | ||
NumPy Multi-Dimensional Arrays | |||
NumPy Multi-Dimensional Arrays – Part 1 | 00:07:00 | ||
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 | |||
Pandas Dataframe conversion and drop – Part 1 | 00:06:00 | ||
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 | |||
Pandas Dataframe summary and selection – Part 1 | 00:06:00 | ||
Pandas Dataframe summary and selection – Part 2 | 00:06:00 | ||
Pandas Dataframe summary and selection – Part 3 | 00:07:00 | ||
Pandas Missing Data Management and Sorting | |||
Pandas Missing Data Management and Sorting – Part 1 | 00:07:00 | ||
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 | |||
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 | |||
Pandas Concatenation Merging and Joining – Part 1 | 00:05:00 | ||
Pandas Concatenation Merging and Joining – Part 2 | 00:04:00 | ||
Pandas Concatenation Merging and Joining – Part 3 | 00:04:00 | ||
Pandas Stacking and Pivoting | |||
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 | |||
Pandas Groupby | 00:06:00 | ||
Pandas Aggregation | |||
Pandas Aggregation | 00:09:00 | ||
Pandas Binning or Bucketing | |||
Pandas Binning or Bucketing | 00:08:00 | ||
Pandas Re-index and Rename | |||
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 | |||
Pandas Condition Selection and Lambda Function – Part 1 | 00:05:00 | ||
Pandas Condition Selection and Lambda Function – Part 2 | 00:05:00 | ||
Pandas Ranks Min Max | |||
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 | ||
Graphs and plots using Matplotlib – Part 2 | 00:02:00 | ||
Matplotlib Histograms | |||
Matplotlib Histograms | 00:03:00 |
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