Python Pandas Tutorial | Data Science For Beginners With Python Pandas

Python Pandas Tutorial | Data Science For Beginners With Python Pandas

Welcome to this course on Data Science For Beginners With Python Pandas. Learn how Perform a Many of data operations in Python's popular Pandas library.

Welcome to this course on Data Science For Beginners With Python Pandas. Learn how Perform a Many of data operations in Python's popular Pandas library.

🐼 Content 🐼 00:00:01 1 - Introduction to Data Science + Python Environment Setup 00:08:57 2 - Importing Datasets in Pandas and Removing Junk 00:24:23 3 - Copying, Selecting, Indexing data from Pandas Dataframes 00:40:22 4 - Pandas dataframe Counting, Summarized view, Data Types 00:54:26 5 - Cleaning and Converting the Pandas Dataframe columns 01:07:13 6 - If Else and Looping Constructs in Pandas Part 1 01:19:16 7 - If Else and Looping Constructs in Pandas Part 2 01:24:29 8 - Exporting data to file, Aggregate Statistics, Describing 01:35:53 9 - Calculate Frequency Tables, Two way Tables... 01:45:53 10 - Conditional Probability and Correlation in Pandas 01:57:20 11 - Dataframe Visualization using Matplotlib and Seaborn 02:11:23 12 - Numerical and Categorical variables with Matplotlib 02:23:53 13 - Filling Missing Categorical values in Pandas Dataframes Accuracy measures in Data Mining

Link to notebook and dataset:https://github.com/gshanbhag525/Programming-Knowledge-

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