The Complete Pandas Bootcamp 2024: Data Science with Python
The Complete Pandas Bootcamp 2024: Data Science with Python
Now with ChatGPT for Pandas, Online Exercises, Seaborn, Machine Learning. Fully Updated (Pandas 2.1) as of Nov 23
Created by Alexander Hagmann | 36.5 hours on-demand video course
Welcome to the web´s most comprehensive Pandas Bootcamp. This is the only Pandas course you´ll ever need:
- most comprehensive course with 36+ hours of video content
- new AI features like Pandas Coding and Advanced Data Analysis with ChatGPT
- 150+ Coding Exercises (Online and Offline Exercises)
- Practical Case Studies for Data Scientists and Finance Professionals
- Fully updated to Pandas 2.1
This The Complete Pandas Bootcamp 2024: Data Science with Python course has one goal: Bringing your data handling skills to the next level to build your career in Data Science, Machine Learning, Finance & co. It has five parts:
- Pandas Basics – from Zero to Hero (Part 1).
- The complete data workflow A-Z with Pandas: Importing, Cleaning, Merging, Aggregating, and Preparing Data for Machine Learning. (Part 2)
- Two Comprehensive Project Challenges that are frequently used in Data Science job recruiting/assessment centers: Test your skills! (Part 3).
- Application 1: Pandas for Finance, Investing and other Time Series Data (Part 4)
- Application 2: Machine Learning with Pandas and scikit-learn (Part 5)
Why should you learn Pandas?
The world is getting more and more data-driven. Data Scientists are gaining ground with $100k+ salaries. It´s time to switch from soapbox cars (spreadsheet software like Excel) to High Tuned Racing Cars (Pandas)!
Python is a great platform/environment for Data Science with powerful Tools for Science, Statistics, Finance, and Machine Learning. The Pandas Library is the Heart of Python Data Science. Pandas enables you to import, clean, join/merge/concatenate, manipulate, and deeply understand your Data and finally prepare/process Data for further Statistical Analysis, Machine Learning, or Data Presentation. In reality, all of these tasks require a high proficiency in Pandas! Data Scientists typically spend up to 85% of their time manipulating Data in Pandas.
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What you’ll learn in The Complete Pandas Bootcamp 2024 Course
- Bring your Data Handling & Data Analysis skills to an outstanding level.
- Learn and practice all relevant Pandas methods and workflows with Real-World Datasets
- Learn Pandas based on NEW Version 2.x
- Import, clean, and merge messy Data and prepare Data for Machine Learning
- Master a complete Machine Learning Project A-Z with Pandas, Scikit-Learn, and Seaborn
- Analyze, visualize, and understand your Data with Pandas, Matplotlib, and Seaborn
- Practice and master your Pandas skills with Quizzes, 150+ Exercises, and Comprehensive Projects
- Import Financial/Stock Data from Web Sources and analyze them with Pandas
- Learn and master the most important Pandas workflows for Finance
- Learn the Basics of Pandas and Numpy Coding (Appendix)
- Learn and master important Statistical Concepts with scipy
Who this Pandas course is for:
- Everyone who want to step into Data Science. Pandas is Key to everything.
- Data Scientists who want to improve their Data Handling/Manipulation skills.
- Everyone who want to switch Data Projects from Excel to more powerful tools (e.g. in Research/Science)
- Investment/Finance Professionals who reached the limits of Excel.
