PirateBay Download | udemy data manipulation python pandas crash course

udemy data manipulation python pandas crash course

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Files:: 168
Size:: 2.8 GB
Uploaded On:: Jan. 10, 2021, 5:40 a.m.
Added By:: tuts756
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Info Hash:: 81A326597439866FA42A70A3503561ABFBE26868

Description In the real-world, data is anything but clean, which is why Python libraries like Pandas are so valuable. If data manipulation is setting your data analysis workflow behind then this course is the key to taking your power back. Own your data, don’t let your data own you! When data manipulation and preparation accounts for up to 80% of your work as a data scientist, learning data munging techniques that take raw data to a final product for analysis as efficiently as possible is essential for success. Data analysis with Python library Pandas makes it easier for you to achieve better results, increase your productivity, spend more time problem-solving and less time data-wrangling, and communicate your insights more effectively. This course prepares you to do just that! With Pandas DataFrame, prepare to learn advanced data manipulation, preparation, sorting, blending, and data cleaning approaches to turn chaotic bits of data into a final pre-analysis product. This is exactly why Pandas is the most popular Python library in data science and why data scientists at Google, , JP Morgan, and nearly every other major company that analyzes data use Pandas. If you want to learn how to efficiently utilize Pandas to manipulate, transform, pivot, stack, merge and aggregate your data for preparation of visualization, statistical analysis, or machine learning, then this course is for you. Here’s what you can expect when you enrolled with your instructor, Ph.D. Samuel Hinton: Learn common and advanced Pandas data manipulation techniques to take raw data to a final product for analysis as efficiently as possible. Achieve better results by spending more time problem-solving and less time data-wrangling. Learn how to shape and manipulate data to make statistical analysis and machine learning as simple as possible. Utilize the latest version of Python and the industry-standard Pandas library. Performing data analysis with Python’s Pandas library can help you do a lot, but it does have its downsides. And this course helps you beat them head-on: 1. Pandas has a steep learning curve: As you dive deeper into the Pandas library, the learning slope becomes steeper and steeper. This course guides beginners and intermediate users smoothly into every aspect of Pandas. 2. Inadequate documentation: Without proper documentation, it’s difficult to learn a new library. When it comes to advanced functions, Pandas documentation is rarely helpful. This course helps you grasp advanced Pandas techniques easily and saves you time in searching for help. After this course, you will feel comfortable delving into complex and heterogeneous datasets knowing with absolute confidence that you can produce a useful result for the next stage of data analysis. Here’s a closer look at the curriculum: Loading and creating Pandas DataFrames Displaying your data with basic plots, and 1D, 2D and multidimensional visualizations. Performing basic DataFrame manipulations: indexing, labeling, ordering slicing, filtering and more. Performing advanced Pandas DataFrame manipulations: multiIndexing, stacking, hierarchical indexing, pivoting, melting and more. Carrying out DataFrame grouping: aggregation, imputation, and more. Mastering time series manipulations: reindexing, resampling, rolling functions, method chaining and filtering, and more. Merging Pandas DataFrames Lastly, this course is packed with a cheatsheet and practical exercises that are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice with Pandas too. Who this course is for: Python students that want to learn how to manipulate data professionally. Aspiring data analysts and scientists looking to upgrade their skillset. People who would prefer to spend more time solving interesting problems than formatting data. Old hands at programming that want to see what new methods and industry-leading tools are at their fingertips in the new decade. Requirements Basic knowledge of Python Last Updated 1/2021

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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/4. Extra - Chapter 3 Visualisation Runthrough.mp4 107.1 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/2. Different types of merging.srt 24.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/5. Pivot Margins.srt 24.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/4. Pivoting.srt 23.6 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/4. Extra - Chapter 3 Visualisation Runthrough.srt 23.4 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/3. BONUS Learning Path.html 1.4 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/4. Visualising 2D distributions.srt 22.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/2. Slicing and Filtering.srt 22.3 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/5. Apply, map and vectorised functions.srt 22.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/1. Introduction and basic syntax.srt 22.1 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/6. Get the materials.html 593 bytes
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/2. MultiIndex II - MultiIndex Strikes Back.srt 21.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/6. Extra - Chapter 5 Grouping Runthrough.srt 21.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/4. Removing and adding data.srt 21.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/3. Visualising 1D distributions.srt 21.7 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/3. Stacking and Unstacking.srt 21.3 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/8. Extra - Chapter 7 Advanced Runthrough.srt 21.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/6. Higher dimension visualisations.srt 20.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/2. Basic grouping syntax.srt 20.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/2. Jupyter Notebooks and Loading Data.srt 20.4 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/9. Extra - Chapter 8 TimeSeries Runthrough.srt 20.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/1. Introduction, Labelling and Ordering.srt 19.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/1. Introduction and basic MultiIndexes.srt 19.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/4. Rolling functions.srt 18.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/7. Extra - Chapter 6 Merging Runthrough.srt 17.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/2. Reindexing.srt 17.0 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/3. Resampling.srt 16.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/4. Setting up python and editors.srt 16.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/2. Extra - Customising Jupyter Notebooks.srt 15.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/3. Intelligent imputation.srt 15.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/1. Introduction and super basic plots.srt 15.3 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/5. Saving and Serialising.srt 15.0 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/5. Time Zones.srt 14.7 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/1. Introduction and the Datetime Index.srt 14.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/3. Helpful merging functions.srt 14.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/2. Pandas vs Matplotlib.srt 14.1 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/7. Summary.srt 3.0 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/4. Grouping aggregation.srt 14.1 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/6. Crosstab.srt 13.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/5. Styling Pandas Table outputs.srt 13.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/3. Pandas vs Numpy.srt 12.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/6. Inspecting DataFrames.srt 10.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/5. Live Install.srt 10.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/7. Melting.srt 10.7 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/5. Extra - Chapter 4 Basics Runthrough.srt 10.6 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/3. Replacing and Thresholding.srt 10.5 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/1. Introduction.srt 9.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/2. Who Am I And how to get help.srt 8.3 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/1. A recap and a thank you.srt 8.2 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/3. Extra - Chapter 2 Data Runthrough.srt 7.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/1. Introduction and motivation.srt 2.3 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/8. Summary.srt 7.8 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/1. Finding Datasets.srt 6.9 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/4. Creating DataFrames.srt 7.4 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/6. Summary.srt 5.4 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/5. Summary.srt 5.0 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/6. Summary.srt 4.1 KB
[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/4. Summary.srt 3.6 KB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/4. Pivoting.mp4 92.5 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/3. Stacking and Unstacking.mp4 92.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/4. Visualising 2D distributions.mp4 91.5 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/5. Pivot Margins.mp4 85.2 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/2. Different types of merging.mp4 83.9 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/7. Extra - Chapter 6 Merging Runthrough.mp4 81.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/8. Extra - Chapter 7 Advanced Runthrough.mp4 81.2 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/6. Extra - Chapter 5 Grouping Runthrough.mp4 78.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/9. Extra - Chapter 8 TimeSeries Runthrough.mp4 76.3 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/2. Extra - Customising Jupyter Notebooks.mp4 71.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/1. Introduction and basic syntax.mp4 70.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/1. Introduction, Labelling and Ordering.mp4 70.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/3. Resampling.mp4 69.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/2. Jupyter Notebooks and Loading Data.mp4 69.2 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/2. Slicing and Filtering.mp4 68.5 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/4. Rolling functions.mp4 66.7 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/4. Removing and adding data.mp4 66.4 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/1. Introduction and basic MultiIndexes.mp4 66.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/2. Basic grouping syntax.mp4 65.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/2. Reindexing.mp4 63.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/1. Introduction and the Datetime Index.mp4 55.5 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/5. Time Zones.mp4 54.7 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/2. MultiIndex II - MultiIndex Strikes Back.mp4 53.9 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/3. Helpful merging functions.mp4 53.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/5. Apply, map and vectorised functions.mp4 52.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/5. Styling Pandas Table outputs.mp4 50.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/3. Visualising 1D distributions.mp4 49.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/2. Pandas vs Matplotlib.mp4 47.7 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/5. Saving and Serialising.mp4 46.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/6. Crosstab.mp4 45.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/1. Introduction and super basic plots.mp4 45.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/5. Extra - Chapter 4 Basics Runthrough.mp4 44.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/4. Grouping aggregation.mp4 43.9 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/3. Intelligent imputation.mp4 40.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/6. Inspecting DataFrames.mp4 34.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/8. Summary.mp4 33.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/3. Replacing and Thresholding.mp4 32.5 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/7. Advanced Manipulation - MultiIndex, Pivoting and more/7. Melting.mp4 31.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/1. Finding Datasets.mp4 28.7 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/1. Introduction/2. Who Am I And how to get help.mp4 25.6 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/1. A recap and a thank you.mp4 25.4 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/8. Time Series Data/6. Summary.mp4 23.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/5. Summary.mp4 22.3 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/9. Conclusion/3. Extra - Chapter 2 Data Runthrough.mp4 20.8 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/2. Dataset Basics/4. Creating DataFrames.mp4 16.0 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/3. Visual exploration/7. Summary.mp4 15.7 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/5. Grouping/1. Introduction and motivation.mp4 15.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/6. Merging/4. Summary.mp4 14.1 MB
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[TutsNode.com] - Data Manipulation in Python A Pandas Crash Course/4. Basic Data Manipulations/6. Summary.mp4 13.8 MB

Details for: Udemy - Data Manipulation in Python: A Pandas Crash Course

udemy data manipulation python pandas crash course

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