English | Size: 1.70 GB
Genre: eLearning
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.
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