Python Data Science with Pandas: Master 12 Advanced Projects online course has been taught by Alexander Hagmann on Udemy, this course is an excellent way to learn Work with Pandas, SQL Databases, JSON, Web APIs & more to master your real-world Machine Learning & Finance Projects.
Introduction to The Python Data Science with Pandas: Master 12 Advanced Projects Course
This course is perfect for everyone who want to improve skills from “I can write some Pandas Code” to “I can master my real-word Data Projects with Pandas”.
This course is for everyone who really want to master large, messy and unclean Datasets.
This course is perfect for Finance & Investment Professionals.
This course is for Data Scientists.
This course is perfect for researchers.
This course is for Machine Learning Professionals.
After completing the course, you’ll
Be able to load Data from Databases (SQL) into Pandas and vice versa
Be able to work with large Datasets (millions of rows/columns)
Be able to Bring Pandas to its Limits (and beyond…)
Be able to Clean large & messy Datasets (millions of rows/columns)
Be able to Work with Pandas and SQL-Databases in parallel (getting the best out of two worlds)
Be able to Work with completely messy/unclean Datasets (the standard case in real-world)
Be able to Advanced Real-World Data Workflows with Pandas you won´t find in any other Course.
Be able to work with APIs, JSON and Pandas to import large Datasets from the Web
Be able to Explanatory Data Analysis with large real-world Datasets
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
Handling stringified and nested JSON Data with Pandas
Loading JSON Data into Pandas and vice versa
Web-Scraping with Pandas
Working with APIs and Python Wrapper Packages to import large Datasets from the Web
Advanced Visualizations with Matplotlib and Seaborn
Course Name: Python Data Science with Pandas: Master 12 Advanced Projects
Description: Getting ready for the New Paradigm
Author: Alexander Hagmann
Rating: As of 6/2020… 4.7 (33 ratings) and 922 students enrolled
Includes: 14.5 hours of video, 18 articles, 17 downloadable resources, and 184 lectures
Course Type: Self Paced Online Course. Lifetime Access