Master Data Analysis with Python – Selecting Subsets of Data
Master Data Analysis with Python – Selecting Subsets of Data, available at $49.99, has an average rating of 4.5, with 34 lectures, based on 84 reviews, and has 7374 subscribers.
You will learn about Best practices from pandas expert Ted Petrou author of Master Data Analysis with Python Select subsets of data from DataFrames with just the brackets, loc, and iloc Learn how to simultaneously select rows and columns Learn how to filter for specific criteria using boolean selection Learn a more intuitive procedure for filtering data with the query method Take a challenging Certification Exam to validate your knowledge gained This course is ideal for individuals who are Those who want to begin a comprehensive path for mastering the pandas library with best practices to analyze data or Those who want to test their knowledge gained by taking a challenging certification exam It is particularly useful for Those who want to begin a comprehensive path for mastering the pandas library with best practices to analyze data or Those who want to test their knowledge gained by taking a challenging certification exam.
Enroll now: Master Data Analysis with Python – Selecting Subsets of Data
Summary
Title: Master Data Analysis with Python – Selecting Subsets of Data
Price: $49.99
Average Rating: 4.5
Number of Lectures: 34
Number of Published Lectures: 34
Number of Curriculum Items: 34
Number of Published Curriculum Objects: 34
Original Price: $19.99
Quality Status: approved
Status: Live
What You Will Learn
- Best practices from pandas expert Ted Petrou author of Master Data Analysis with Python
- Select subsets of data from DataFrames with just the brackets, loc, and iloc
- Learn how to simultaneously select rows and columns
- Learn how to filter for specific criteria using boolean selection
- Learn a more intuitive procedure for filtering data with the query method
- Take a challenging Certification Exam to validate your knowledge gained
Who Should Attend
- Those who want to begin a comprehensive path for mastering the pandas library with best practices to analyze data
- Those who want to test their knowledge gained by taking a challenging certification exam
Target Audiences
- Those who want to begin a comprehensive path for mastering the pandas library with best practices to analyze data
- Those who want to test their knowledge gained by taking a challenging certification exam
Master Data Analysis with Python – Selecting Subsets of Datatargets those who want to completely master doing data analysis with pandas. This is the second course in the Master Data Analysis with Python series and provides extremely detailed coverage of how to do any type of subset selection within a pandas DataFrame or Series.
Exercises and a Free Certification Exam
Over 100 exercises with detailed solutions are available for you to practice. Additionally, there is a free challenging certification exam offered for those who want to validate their knowledge gained.
Expert Instructor
This course is taught by expert instructor Ted Petrou, author of the highly-rated text books Pandas Cookbookand Master Data Analysis with Python. Ted has taught over 1,000 hours of live in-person data science courses that use the pandas library. Pandas is a difficult library to use effectively and is often taught incorrectly with poor practices. Ted is extremely adept at using pandas and is known for developing best practices on how to use the library.
All of the material and exercises are written in Jupyter Notebooks available for you to download. This allows you to read the notes, run the code, and write solutions to the exercises all in a single place.
Become an Expert
This course targets those who have an interest in becoming experts and completely mastering the pandas library for data analysis in a professional environment. This course does not cover all of the pandas library, just a small and fundamental portion of it. If you are looking for a brief introduction of the entire pandas library, this course is not it. It takes many dozens of hours, lots of practice, and rigorous understanding to be successful using pandas for data analysis in a professional environment.
The Master Data Analysis with Python Series
Selecting Subsets of Data is second in the Master Data Analysis with Python series which includes the following sequence of courses:
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Intro to Pandas
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Selecting Subsets of Data with Pandas
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Essential Pandas Commands
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Grouping Data with Pandas
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Time Series with Pandas
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Cleaning Data with Pandas
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Joining Data with Pandas
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Data Visualization
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Advanced Pandas
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Exploratory Data Analysis
This course assumes no previous pandas experience. The only prerequisite knowledge is to understand the fundamentals of Python.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Take Master Data Analysis with Python – Intro to Pandas First
Lecture 2: Downloading the Course Material
Lecture 3: Going through the Course Material
Lecture 4: A Note on Exercise Solution Videos
Chapter 2: Selecting Subsets of Data from DataFrames with just the brackets
Lecture 1: Intro to Subset Selection
Lecture 2: Selecting with Just the Brackets.mp4
Lecture 3: Exercises
Chapter 3: Selecting Subsets of Data from DataFrames with loc
Lecture 1: Simultaneous row and column subset selection
Lecture 2: Slice Notation with loc
Lecture 3: Other Subset Selections with loc
Lecture 4: Exercises
Chapter 4: Selecting Subsets of Data with iloc
Lecture 1: Simultaneous row and column subset selection
Lecture 2: Exercises
Chapter 5: Selecting Subsets of Data from a Series
Lecture 1: Selecting Subsets of Data from a Series
Lecture 2: Exercises
Chapter 6: Boolean Selection Single Conditions
Lecture 1: Boolean Selection Single Conditions
Lecture 2: Practical Boolean Selection
Lecture 3: Exercises
Chapter 7: Boolean Selection Multiple Conditions
Lecture 1: Different logical operators for boolean Series
Lecture 2: Inverting a condition with the not operator
Lecture 3: Many equality conditions in a single column
Chapter 8: Boolean Selection More
Lecture 1: Boolean Selection on a Series
Lecture 2: Simultaneous boolean selection of rows and column labels with loc
Lecture 3: Column to Column Comparison
Lecture 4: Filter for Missing Values
Chapter 9: Filtering with the query Method
Lecture 1: Intro to the query Method
Lecture 2: Column to Column Comparison within the query method
Lecture 3: Arithmetic Operations within query
Lecture 4: Reference Variable Names
Lecture 5: Selecting Columns with query
Lecture 6: Summary of the query Method
Chapter 10: Taking the Certification Exam
Lecture 1: Going to the Exam Website
Lecture 2: Completing the Exam
Lecture 3: Submitting the Exam
Instructors
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Ted Petrou
Author of Pandas Cookbook, Founder of Dunder Data
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 1 votes
- 3 stars: 5 votes
- 4 stars: 23 votes
- 5 stars: 55 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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