Python Data Science: Data Prep & EDA with Python
Learn Python + Pandas for data cleaning, profiling & EDA, and prep data for machine learning & data science with Python
4.73 (1164 reviews)
7,289
students
8.5 hours
content
Nov 2024
last update
$84.99
regular price
What you will learn
Master the core building blocks of Python for data science BEFORE applying machine learning algorithms
Scope data science projects by clearly defining the goals, techniques, and data sources needed for your analysis
Import and export flat files, Excel workbooks, and SQL database tables using Pandas
Clean data by converting data types, handling common data issues, and creating new columns for analysis
Perform exploratory data analysis (EDA) by sorting, filtering, grouping, and visualizing data to discover patterns and insights
Prepare data for machine learning models by joining tables, aggregating rows, and applying feature engineering techniques
Screenshots
5457418
udemy ID
7/21/2023
course created date
7/30/2023
course indexed date
Bot
course submited by