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

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File Name
Size
Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/1. Necessary foundation on Data manipulation/1. Understanding data manipulation process.mp4
55 MB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/1.1 Data Manipulation with Python + ChatGPT.ipynb
713 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Extra data.xlsx
22 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Practice data.csv
15 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Practice data.xlsx
22 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/additional_data.xlsx
21 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/sales data.xlsx
84 kB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/__MACOSX/Datasets/_Extra data.xlsx
344 B
~Get Your Files Here !/1. Necessary foundation on Data manipulation/__MACOSX/Datasets/_Practice data.csv
344 B
~Get Your Files Here !/1. Necessary foundation on Data manipulation/__MACOSX/Datasets/_Practice data.xlsx
344 B
~Get Your Files Here !/1. Necessary foundation on Data manipulation/__MACOSX/Datasets/_additional_data.xlsx
344 B
~Get Your Files Here !/1. Necessary foundation on Data manipulation/__MACOSX/Datasets/_sales data.xlsx
344 B
~Get Your Files Here !/2. Necessary foundation on Python/1. Python for Data Analysis (An Overview).mp4
32 MB
~Get Your Files Here !/2. Necessary foundation on Python/2. Installation and activation of Python for windows.html
131 B
~Get Your Files Here !/2. Necessary foundation on Python/2.1 Windows.pdf
930 kB
~Get Your Files Here !/2. Necessary foundation on Python/3. Installation and activation of Python for mac.html
127 B
~Get Your Files Here !/2. Necessary foundation on Python/3.1 Mac.pdf
1.5 MB
~Get Your Files Here !/3. Necessary foundation on ChatGPT/1. Setting up ChatGPT.html
111 B
~Get Your Files Here !/3. Necessary foundation on ChatGPT/1.1 Instructions of setting up ChatGPT.pdf
409 kB
~Get Your Files Here !/3. Necessary foundation on ChatGPT/2. Effortless python programming with ChatGPT (An Overview).mp4
26 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/1. Loading dataset in Jupyter notebook environment.mp4
32 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/2. Identifying and assigning correct data types.mp4
103 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/3. Defining and imputing techniques of missing values.mp4
154 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/4. Defining and removing abnormal values or harmful outliers.mp4
78 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/5. Defining and removing duplicates values from dataset.mp4
25 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/1. Feature encoding assigning numeric values to categorical variables.mp4
121 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/2. Feature binning converting numeric variables into categorical variables.mp4
83 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/3. Creating dummy variables of categorical variables.mp4
61 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/4. Sorting and filtering dataset following conditions.mp4
126 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/5. Merging two datasets horizontally or adding extra variables.mp4
91 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/6. Concatenating two datasets vertically or adding extra data.mp4
42 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/7. Various methods of transforming skewed data into normally distributed data.mp4
214 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/8. Extracting days, months and year from date variable.mp4
76 MB
~Get Your Files Here !/6. Easy Hacks of Data Visualizations with Python & ChatGPT/1. Categorical variables visualizations Bar chart, Pie chart and Line plot.mp4
277 MB
~Get Your Files Here !/6. Easy Hacks of Data Visualizations with Python & ChatGPT/2. Numeric variables visualizations Histogram, Boxplot and Scatterplot.mp4
139 MB
~Get Your Files Here !/Bonus Resources.txt
386 B