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【压缩文件】 Data Wrangling in Pandas for Machine Learning Engineers

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2. Pandas Project/16. Pandas Project Part 16.mp4 274.5 MB
2. Pandas Project/6. Pandas Project Part 6.mp4 114.2 MB
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2. Pandas Project/10. Pandas Project Part 10.mp4 104.3 MB
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2. Pandas Project/5. Pandas Project Part 5.mp4 94.4 MB
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2. Pandas Project/7. Pandas Project Part 7.mp4 81.6 MB
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2. Pandas Project/3. Pandas Project Part 4.mp4 74.1 MB
2. Pandas Project/18. Pandas Project Part 18.mp4 71.1 MB
2. Pandas Project/12. Pandas Project Part 12.mp4 69.7 MB
2. Pandas Project/15. Pandas Project Part 15.mp4 67.6 MB
2. Pandas Project/4. Pandas Project Part 4.mp4 67.1 MB
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2. Pandas Project/11. Pandas Project Part 11.mp4 64.0 MB
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13. Data Formats And IO/3. Reading HTML.mp4 108.8 MB
11. Regex And Text Manipulation/19. Is This A Valid Email.mp4 84.0 MB
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11. Regex And Text Manipulation/23. Solution.mp4 75.9 MB
15. Appendix B - Going Local Installation And Setup/1. Installing Anaconda And Python - Windows.mp4 74.8 MB
3. Series Methods And Handling/28. Transforming With update(), apply() And map().mp4 73.3 MB
5. DataFrames In Depth/33. Element-wise Operations With applymap().mp4 71.8 MB
5. DataFrames In Depth/4. More Approaches To Boolean Masking.mp4 71.7 MB
5. DataFrames In Depth/31. Same-shape Transforms.mp4 70.2 MB
4. Working With DataFrames/22. Part I Collecting The Units.mp4 70.1 MB
11. Regex And Text Manipulation/14. BONUS Parsing Indicators With get_dummies().mp4 69.5 MB
5. DataFrames In Depth/14. Sorting vs. Reordering.mp4 68.4 MB
11. Regex And Text Manipulation/17. More Regex Concepts.mp4 68.3 MB
12. Visualizing Data/9. Other Visualization Options.mp4 66.7 MB
11. Regex And Text Manipulation/18. How To Approach Regex.mp4 66.6 MB
12. Visualizing Data/8. Scatter Plots.mp4 66.5 MB
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2. Web Scraping with beautiful Soup/7. Website 5 Implementation of Scraping in Rotten Tomatos - part 1--- [ CoursesGhar.Com.com ] ---.mp4 127.6 MB
2. Web Scraping with beautiful Soup/5. Implementation of Scraping in Wikipedia - part 2--- [ CoursesGhar.Com.com ] ---.mp4 119.9 MB
1. API/13. Fetch API data from Edamam--- [ CoursesGhar.Com.com ] ---.mp4 99.9 MB
2. Web Scraping with beautiful Soup/10. Implementation of Scraping in Rotten Tomatoes - Part 4--- [ CoursesGhar.Com.com ] ---.mp4 94.7 MB
2. Web Scraping with beautiful Soup/9. Implementation of Scraping in Rotten Tomatoes - Part 3--- [ CoursesGhar.Com.com ] ---.mp4 83.4 MB
3. Web Scraping with Scrapy/14. Storing the scraped value in DB--- [ CoursesGhar.Com.com ] ---.mp4 78.9 MB
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3. Web Scraping with Scrapy/7. Xpath Selector--- [ CoursesGhar.Com.com ] ---.mp4 71.8 MB
3. Web Scraping with Scrapy/8. Quotes for scraping - Part 1--- [ CoursesGhar.Com.com ] ---.mp4 69.1 MB
2. Web Scraping with beautiful Soup/11. Implementation of Scraping in Rotten Tomatoes - part 5--- [ CoursesGhar.Com.com ] ---.mp4 64.2 MB
3. Web Scraping with Scrapy/6. CSS selector--- [ CoursesGhar.Com.com ] ---.mp4 63.2 MB
2. Web Scraping with beautiful Soup/6. Implementation of Scraping in Wikipedia - part 3--- [ CoursesGhar.Com.com ] ---.mp4 54.7 MB
1. API/10. Website 2 iTunes API and reading the values--- [ CoursesGhar.Com.com ] ---.mp4 52.5 MB
3. Web Scraping with Scrapy/3. Components of Scrapy - Part 1--- [ CoursesGhar.Com.com ] ---.mp4 49.5 MB
1. API/8. Historical data from API--- [ CoursesGhar.Com.com ] ---.mp4 49.2 MB
2. Web Scraping with beautiful Soup/4. Website 4 Implementation of Scraping in Wikipedia - part 1--- [ CoursesGhar.Com.com ] ---.mp4 47.7 MB
3. Web Scraping with Scrapy/9. Quotes for scraping - Part 2--- [ CoursesGhar.Com.com ] ---.mp4 44.8 MB
1. API/14. Project Create a currency calculator application.--- [ CoursesGhar.Com.com ] ---.mp4 40.1 MB
2. Web Scraping with beautiful Soup/3. Beautiful Soup and Workflow of Web scraping--- [ CoursesGhar.Com.com ] ---.mp4 39.1 MB
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1. Installation and Setup/1. Introduction to the Course.mp4 35.7 MB
1. Installation and Setup/1.1 pandas.zip.zip 701.2 kB
1. Installation and Setup/10. Windows - Access the Command Prompt and Update Anaconda Libraries.mp4 20.0 MB
1. Installation and Setup/11. Windows - Unpack Course Materials + The Startdown and Shutdown Process.mp4 16.2 MB
1. Installation and Setup/12. Intro to the Jupyter Notebook Interface.mp4 9.8 MB
1. Installation and Setup/13. Cell Types and Cell Modes.mp4 12.3 MB
1. Installation and Setup/14. Code Cell Execution.mp4 8.6 MB
1. Installation and Setup/15. Popular Keyboard Shortcuts.mp4 6.6 MB
1. Installation and Setup/16. Import Libraries into Jupyter Notebook.mp4 12.1 MB
1. Installation and Setup/17. Python Crash Course, Part 1 - Data Types and Variables.mp4 12.6 MB
1. Installation and Setup/18. Python Crash Course, Part 2 - Lists.mp4 9.4 MB
1. Installation and Setup/19. Python Crash Course, Part 3 - Dictionaries.mp4 7.6 MB
1. Installation and Setup/2. Completed Course Files.html 948 Bytes
1. Installation and Setup/2.1 CompletedCourseFiles.zip.zip 372.1 kB
1. Installation and Setup/20. Python Crash Course, Part 4 - Operators.mp4 8.3 MB
1. Installation and Setup/21. Python Crash Course, Part 5 - Functions.mp4 10.6 MB
1. Installation and Setup/3. Mac OS - Download the Anaconda Distribution.mp4 8.3 MB
1. Installation and Setup/4. Mac OS - Install Anaconda Distribution.mp4 18.9 MB
1. Installation and Setup/5. Mac OS - Access the Terminal.mp4 6.7 MB
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15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.mp4 41.9 MB
1. Introduction/2. How to Download Course Notebooks.mp4 39.9 MB
11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).mp4 38.7 MB
4. Module 4 Data Structures And Sequences In Python/2. List.mp4 38.1 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.mp4 37.5 MB
6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.mp4 37.1 MB
7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.mp4 35.6 MB
14. Module 14 Time Series/6. Handling Time Zone.mp4 35.1 MB
14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).mp4 34.8 MB
14. Module 14 Time Series/3. Basics of Time Series.mp4 34.4 MB
15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.mp4 33.5 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.mp4 33.1 MB
13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.mp4 32.7 MB
10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.mp4 32.7 MB
6. Module 6 NumPy Arrays/2. Creating Ndarrays.mp4 32.7 MB
11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.mp4 31.6 MB
14. Module 14 Time Series/8. Rolling and Moving Windows.mp4 31.2 MB
15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.mp4 31.2 MB
14. Module 14 Time Series/4. Generating Date Ranges.mp4 30.9 MB
12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).mp4 30.3 MB

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【压缩文件】 [ FreeCourseWeb.com ] Web Scraping Market, Financial and Economic Data Using Python 3, REST Web Services, JSON, Pandas and BeautifulSoup.zip

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23. Python Basics/7. Data Types Lists (Part 2).mp4 140.9 MB
11. Cleaning Data/17. Coding Exercise 11 (Solution).mp4 136.0 MB
17. ---PART 3 COMPREHENSIVE PROJECT CHALLENGE---/4. Olympic Medal Tables (Solution Part 2).mp4 135.0 MB
23. Python Basics/18. Visualization with Matplotlib.mp4 130.3 MB
19. Time Series Basics/5. Creating a customized DatetimeIndex with pd.date_range().mp4 120.2 MB
8. Visualization with Matplotlib/3. Customization of Plots.mp4 108.0 MB
14. Reshaping and Pivoting DataFrames/6. pd.crosstab().mp4 104.3 MB
12. Merging, Joining, and Concatenating Data/13. Joining on different Column Names Indexes.mp4 100.0 MB
25. Statistical Concepts/1. Statistics - Overview, Terms and Vocabulary.mp4 97.9 MB
10. Importing Data/1. Importing csv-files with pd.read_csv.mp4 95.4 MB
11. Cleaning Data/5. Detection of missing Values.mp4 93.7 MB
11. Cleaning Data/10. Handling Removing Duplicates.srt 93.0 MB
11. Cleaning Data/10. Handling Removing Duplicates.mp4 93.0 MB
12. Merging, Joining, and Concatenating Data/2. Adding Rows with append() and pd.concat() (Part 1).mp4 92.3 MB
1. Getting Started/5. Installation of Anaconda.mp4 90.5 MB
23. Python Basics/11. Conditional Statements (if, elif, else, while).mp4 90.2 MB
19. Time Series Basics/7. Downsampling Time Series with resample() (Part 1).mp4 89.7 MB
11. Cleaning Data/6. Removing missing values.mp4 89.6 MB
15. Data Preparation and Feature Creation/8. Discretization and Binning with pd.qcut().mp4 89.5 MB
16. Advanced Visualization with Seaborn/3. Categorical Plots.mp4 89.3 MB

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~Get Your Course Here !/3. Miscellenious/6. Chunksize--- [ FreeCourseWeb.com ] ---.mp4 23.9 MB
~Get Your Course Here !/1. Introduction/5. Read CSV--- [ FreeCourseWeb.com ] ---.mp4 23.8 MB
~Get Your Course Here !/2. Intermediate Level/8. loc in Pandas--- [ FreeCourseWeb.com ] ---.mp4 23.5 MB
~Get Your Course Here !/3. Miscellenious/1. Miscellenious--- [ FreeCourseWeb.com ] ---.mp4 23.0 MB
~Get Your Course Here !/2. Intermediate Level/18. DropNA--- [ FreeCourseWeb.com ] ---.mp4 21.5 MB
~Get Your Course Here !/2. Intermediate Level/14. ILOC--- [ FreeCourseWeb.com ] ---.mp4 19.1 MB
~Get Your Course Here !/3. Miscellenious/4. String Contains and REGEX--- [ FreeCourseWeb.com ] ---.mp4 16.2 MB
~Get Your Course Here !/1. Introduction/7. Indexing--- [ FreeCourseWeb.com ] ---.mp4 15.5 MB
~Get Your Course Here !/2. Intermediate Level/1. Creating DF using Numpy--- [ FreeCourseWeb.com ] ---.mp4 15.1 MB
~Get Your Course Here !/2. Intermediate Level/19. Drop Duplicates--- [ FreeCourseWeb.com ] ---.mp4 15.0 MB
~Get Your Course Here !/1. Introduction/2. Install and Upgrade Pandas and Basics of Jupyter Notebook--- [ FreeCourseWeb.com ] ---.mp4 13.8 MB
~Get Your Course Here !/1. Introduction/3. How to create a dataframe and series--- [ FreeCourseWeb.com ] ---.mp4 13.5 MB
~Get Your Course Here !/2. Intermediate Level/9. What if you mistake a column name--- [ FreeCourseWeb.com ] ---.mp4 13.3 MB
~Get Your Course Here !/2. Intermediate Level/15. Replace--- [ FreeCourseWeb.com ] ---.mp4 12.9 MB
~Get Your Course Here !/3. Miscellenious/2. For Loops--- [ FreeCourseWeb.com ] ---.mp4 12.3 MB
~Get Your Course Here !/2. Intermediate Level/2. Data Type--- [ FreeCourseWeb.com ] ---.mp4 11.9 MB
~Get Your Course Here !/2. Intermediate Level/16. Reset Index--- [ FreeCourseWeb.com ] ---.mp4 11.4 MB
~Get Your Course Here !/2. Intermediate Level/13. Print with Multiple Conditions--- [ FreeCourseWeb.com ] ---.mp4 10.9 MB
~Get Your Course Here !/2. Intermediate Level/6. Sorting--- [ FreeCourseWeb.com ] ---.mp4 10.7 MB
~Get Your Course Here !/2. Intermediate Level/11. Print Certain Amount of Rows and Columns--- [ FreeCourseWeb.com ] ---.mp4 10.6 MB

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