Python Data Science with Pandas: Master 12 Advanced Projects
Work with Pandas, SQL Databases, JSON, Web APIs and more to master your real-world Machine Learning and Finance Projects
4.41 (1008 reviews)
13,790
students
17.5 hours
content
Mar 2025
last update
$99.99
regular price
What you will learn
Advanced Real-World Data Workflows with Pandas you won´t find in any other Course.
Working with Pandas and SQL-Databases in parallel (getting the best out of two worlds)
Working with APIs, JSON and Pandas to import large Datasets from the Web
Bringing Pandas to its Limits (and beyond...)
Machine Learning Application: Predicting Real Estate Prices
Finance Applications: Backtesting & Forward Testing Investment Strategies + Index Tracking
Feature Engineering, Standardization, Dummy Variables and Sampling with Pandas
Working with large Datasets (millions of rows/columns)
Working with completely messy/unclean Datasets (the standard case in real-world)
Handling stringified and nested JSON Data with Pandas
Loading Data from Databases (SQL) into Pandas and vice versa
Loading JSON Data into Pandas and vice versa
Web-Scraping with Pandas
Cleaning large & messy Datasets (millions of rows/columns)
Working with APIs and Python Wrapper Packages to import large Datasets from the Web
Explanatory Data Analysis with large real-world Datasets
Advanced Visualizations with Matplotlib and Seaborn
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Related Topics
2841064
udemy ID
2/28/2020
course created date
5/22/2020
course indexed date
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