NumPy, Pandas, & Python for Data Analysis: A Complete Guide
Learn Data Analysis Techniques with Python, NumPy, and Pandas: From Data Cleaning to Advanced Visualization
3.93 (234 reviews)
19 755
students
4.5 hours
content
May 2025
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
Course Gallery
Loading charts...
6150987
udemy ID
27/08/2024
course created date
12/09/2024
course indexed date
Bot
course submited by