Overview
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Learn the fundamentals of the Pandas library in Python through this comprehensive 31-minute tutorial video. Master essential data manipulation skills including DataFrame creation and fundamentals, setup and installation procedures, and working with Jupyter Notebooks. Discover how to load CSV files, explore DataFrames effectively, and perform indexing operations by both rows and columns. Develop proficiency in filtering data, updating existing information, and deleting unnecessary entries. Gain practical experience in data cleaning techniques and basic data analysis methods. Build a solid foundation in one of Python's most important libraries for data science, artificial intelligence, machine learning, and data visualization projects through hands-on examples and real-world applications.
Syllabus
00:00 | Overview
00:22 | Setup/Install
02:05 | DataFrame Fundamentals
08:46 | Using Jupyter Notebooks
09:55 | Loading CSV Files
11:00 | Exploring a DataFrame
13:24 | Indexing By Row & Column
17:40 | Filtering
22:03 | Updating Data
25:48 | Deleting Data
26:18 | Cleaning Data
28:00 | Analyzing Data
Taught by
Tech With Tim