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Linkedin - Python In Excel Working With Pandas DataFrames |
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Torrent Details |
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Description |
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Quote:Course details
Python and Excel are both some of the most popular “programming languages”, especially for data analytics/data science. Combined, they are even more powerful. In this course, author and Excel expert Felix Zumstein explains how to work with pandas DataFrames in Excel. pandas DataFrames are the backbone of every Python-based data analysis in Excel. Get a thorough introduction to DataFrames. Learn how to turn different sources—such as an Excel range, an Excel table, or a Power Query—into a DataFrame. Find out why and when it makes sense to use a DataFrame, as opposed to native Excel features like Power Query, Pivot Tables, or VLOOKUP formulas. Use a practical dataset to explore the basics of working with DataFrames, including an index, headers, filtering data, dropping duplicates, adding a new column, combining two DataFrames, and re-indexing. Plus, take a quick look at time series and visualizations.
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Files in this torrent |
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| FILENAME | SIZE | |
|---|---|---|
 | 1. Introduction/1. Python in Excel and pandas DataFrames.mp4 | 2.8 MB |
| 1. Introduction/2. What you should know.mp4 | 4.3 MB |
| 1. Introduction/3. About Python in Excel.mp4 | 3.8 MB |
| 2. Introduction to pandas/1. Hello World.mp4 | 9.4 MB |
| 2. Introduction to pandas/2. pandas DataFrame and Series.mp4 | 17 MB |
| 2. Introduction to pandas/3. Data selection.mp4 | 26.6 MB |
| 2. Introduction to pandas/4. Calculations vectorization and empty cells.mp4 | 17.4 MB |
| 2. Introduction to pandas/5. Row filtering.mp4 | 16.5 MB |
| 2. Introduction to pandas/6. Manipulating DataFrames.mp4 | 22.4 MB |
| 2. Introduction to pandas/7. Python editor and magic commands.mp4 | 16.4 MB |
| 3. Data Analysis/1. Data cleaning.mp4 | 19.7 MB |
| 3. Data Analysis/2. Working with text data.mp4 | 21.5 MB |
| 3. Data Analysis/3. Combining DataFrames.mp4 | 16.2 MB |
| 3. Data Analysis/4. Data aggregation.mp4 | 14.2 MB |
| 3. Data Analysis/5. Plotting.mp4 | 15.4 MB |
| 4. Time Series Analysis/1. Introduction to time series.mp4 | 10.2 MB |
| 4. Time Series Analysis/2. Time series analysis with pandas DataFrames.mp4 | 15.4 MB |
| 4. Time Series Analysis/3. Shifting and percentage changes.mp4 | 16.7 MB |
| 4. Time Series Analysis/4. Comparing time series.mp4 | 17.1 MB |
| 4. Time Series Analysis/5. Resampling and correlation.mp4 | 14 MB |
| 4. Time Series Analysis/6. Case study- Sales dashboard.mp4 | 27.3 MB |
| 5. Conclusion/1. The next steps for learning more about Python in Excel.mp4 | 3.7 MB |
 | Ex_Files_Python_in_Excel_pandas_DataFrames.zip | 8.7 MB |
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