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[ FreeCourseWeb.com ] Easy Python Hacks for Mastering Data Manipulation Techniques

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视频 2025-1-2 04:18 2025-1-4 20:25 9 1.69 GB 18
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文件列表
  1. ~Get Your Files Here !/1. Necessary foundation on Data manipulation/1. Understanding data manipulation process.mp454.62MB
  2. ~Get Your Files Here !/2. Necessary foundation on Python/1. Python for Data Analysis (An Overview).mp431.9MB
  3. ~Get Your Files Here !/3. Necessary foundation on ChatGPT/2. Effortless python programming with ChatGPT (An Overview).mp426MB
  4. ~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/1. Loading dataset in Jupyter notebook environment.mp431.73MB
  5. ~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/2. Identifying and assigning correct data types.mp4102.98MB
  6. ~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/3. Defining and imputing techniques of missing values.mp4153.57MB
  7. ~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/4. Defining and removing abnormal values or harmful outliers.mp478.38MB
  8. ~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/5. Defining and removing duplicates values from dataset.mp424.76MB
  9. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/1. Feature encoding assigning numeric values to categorical variables.mp4121.08MB
  10. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/2. Feature binning converting numeric variables into categorical variables.mp482.8MB
  11. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/3. Creating dummy variables of categorical variables.mp461.45MB
  12. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/4. Sorting and filtering dataset following conditions.mp4125.99MB
  13. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/5. Merging two datasets horizontally or adding extra variables.mp490.64MB
  14. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/6. Concatenating two datasets vertically or adding extra data.mp441.68MB
  15. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/7. Various methods of transforming skewed data into normally distributed data.mp4214.13MB
  16. ~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/8. Extracting days, months and year from date variable.mp476.53MB
  17. ~Get Your Files Here !/6. Easy Hacks of Data Visualizations with Python & ChatGPT/1. Categorical variables visualizations Bar chart, Pie chart and Line plot.mp4277.03MB
  18. ~Get Your Files Here !/6. Easy Hacks of Data Visualizations with Python & ChatGPT/2. Numeric variables visualizations Histogram, Boxplot and Scatterplot.mp4139.02MB
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