Master in Data cleaning and preprocessing with Smooth, Easy and Uncomplicated coding experience in Python using ChatGPT.
What you'll learn
Develop a strong foundational understanding of data manipulation principles and processes, enabling you to confidently handle real-world datasets.
Rapidly analyze data using Python, grasping essential concepts and techniques to efficiently extract insights from raw information.
Configure and set up ChatGPT to enhance your Python programming experience, leveraging AI to streamline your coding tasks.
Implement efficient data cleaning strategies, including handling various Python datatypes, addressing missing values, outliers, and duplicate entries.
Leverage advanced data preprocessing techniques, such as feature encoding, feature binning, sorting, filtering, merging datasets, etc.
Navigate and manage data distribution effectively, ensuring your data is properly structured and ready for analysis.
Confidently work with date variables, ensuring accurate and meaningful analysis of time-based data.
Learn data visualizations using Python and ChatGPT, including bar charts, pie charts, line plots, histograms, box plots, and scatter plots.
Apply the acquired skills through practical exercises and hands-on practice, reinforcing your understanding of each concept and technique.
Requirements
No prior experience is required to take this course.
Beginners are most welcome.
Basic computer literacy.
Interest in data analysis.
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~Get Your Files Here !/1. Necessary foundation on Data manipulation/1. Understanding data manipulation process.mp4
54.6 MB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/1.1 Data Manipulation with Python + ChatGPT.ipynb
712.9 KB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/additional_data.xlsx
21.4 KB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Extra data.xlsx
22.3 KB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Practice data.csv
14.6 KB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/Practice data.xlsx
22.1 KB
~Get Your Files Here !/1. Necessary foundation on Data manipulation/Datasets/sales data.xlsx
84.4 KB
~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/_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/_sales data.xlsx
344 B
~Get Your Files Here !/2. Necessary foundation on Python/1. Python for Data Analysis (An Overview).mp4
31.9 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
929.7 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
409.1 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
31.7 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
153.6 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/4. Defining and removing abnormal values or harmful outliers.mp4
78.4 MB
~Get Your Files Here !/4. Easy Hacks of Data Cleaning with Python & ChatGPT/5. Defining and removing duplicates values from dataset.mp4
24.8 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/1. Feature encoding assigning numeric values to categorical variables.mp4
121.1 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/2. Feature binning converting numeric variables into categorical variables.mp4
82.8 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/3. Creating dummy variables of categorical variables.mp4
61.4 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
90.6 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/6. Concatenating two datasets vertically or adding extra data.mp4
41.7 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
214.1 MB
~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/8. Extracting days, months and year from date variable.mp4
76.5 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
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