FreeCourseWeb com Easy Python Hacks for Mastering Data Manipulation Techniques

FreeCourseWeb com Easy Python Hacks for Mastering Data Manipulation Techniques

Name	[ FreeCourseWeb.com ] Easy Python Hacks for Mastering Data Manipulation Techniques	DOWNLOAD Copy Link
Total Size	1.8 GB
Total Files	37
Last Seen	2024-10-15 23:44
Hash	D98B02509A0ADAF1307A3AA2D71BD519B67FED75

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Get Bonus Downloads Here.url	0.2 KB
/.../1. Necessary foundation on Data manipulation/
1. Understanding data manipulation process.mp4	57.3 MB
1.1 Data Manipulation with Python + ChatGPT.ipynb	730.0 KB
/.../1. Necessary foundation on Data manipulation/Datasets/
Extra data.xlsx	22.8 KB
Practice data.csv	15.0 KB
Practice data.xlsx	22.7 KB
additional_data.xlsx	21.9 KB
sales data.xlsx	86.4 KB
/.../1. Necessary foundation on Data manipulation/__MACOSX/Datasets/
_Extra data.xlsx	0.3 KB
_Practice data.csv	0.3 KB
_Practice data.xlsx	0.3 KB
_additional_data.xlsx	0.3 KB
_sales data.xlsx	0.3 KB
/.../2. Necessary foundation on Python/
1. Python for Data Analysis (An Overview).mp4	33.4 MB
2. Installation and activation of Python for windows.html	0.1 KB
2.1 Windows.pdf	952.1 KB
3. Installation and activation of Python for mac.html	0.1 KB
3.1 Mac.pdf	1.6 MB
/.../3. Necessary foundation on ChatGPT/
1. Setting up ChatGPT.html	0.1 KB
1.1 Instructions of setting up ChatGPT.pdf	419.0 KB
2. Effortless python programming with ChatGPT (An Overview).mp4	27.3 MB
/.../4. Easy Hacks of Data Cleaning with Python & ChatGPT/
1. Loading dataset in Jupyter notebook environment.mp4	33.3 MB
2. Identifying and assigning correct data types.mp4	108.0 MB
3. Defining and imputing techniques of missing values.mp4	161.0 MB
4. Defining and removing abnormal values or harmful outliers.mp4	82.2 MB
5. Defining and removing duplicates values from dataset.mp4	26.0 MB
/.../5. Easy Hacks of Data Preprocessing with Python & ChatGPT/
1. Feature encoding assigning numeric values to categorical variables.mp4	127.0 MB
2. Feature binning converting numeric variables into categorical variables.mp4	86.8 MB
3. Creating dummy variables of categorical variables.mp4	64.4 MB
4. Sorting and filtering dataset following conditions.mp4	132.1 MB
5. Merging two datasets horizontally or adding extra variables.mp4	95.0 MB
6. Concatenating two datasets vertically or adding extra data.mp4	43.7 MB
7. Various methods of transforming skewed data into normally distributed data.mp4	224.5 MB
8. Extracting days, months and year from date variable.mp4	80.2 MB
/.../6. Easy Hacks of Data Visualizations with Python & ChatGPT/
1. Categorical variables visualizations Bar chart, Pie chart and Line plot.mp4	290.5 MB
2. Numeric variables visualizations Histogram, Boxplot and Scatterplot.mp4	145.8 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 37