NumPy, Pandas, & Python for Data Analysis: A Complete Guide
Learn Data Analysis Techniques with Python, NumPy, and Pandas: From Data Cleaning to Advanced Visualization
4.09 (169 reviews)
16,935
students
4.5 hours
content
Sep 2024
last update
$29.99
regular price
What you will learn
Introduction to Jupyter Notebook
Basic Python programming concepts
Installing NumPy & Pandas
Creating NumPy arrays from Python lists
Mathematical functions in NumPy
Reading and writing files with NumPy
Creating and understanding DataFrames
DataFrame indexing and selection
Adding, removing, and updating data
Data filtering, sorting, and grouping
Time series analysis and manipulation
Identifying and handling missing data
Merging, joining, and concatenating DataFrames
Applying functions to DataFrames
Customizing plots (titles, labels, colors)
Creating complex visualizations (histograms, scatter plots, box plots)
Memory optimization techniques
Screenshots
6150987
udemy ID
8/27/2024
course created date
9/12/2024
course indexed date
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