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Python Pandas for Your Grandpa

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Overview

This course on Python Pandas aims to teach learners how to create and manipulate Series and DataFrames, perform basic operations, handle missing values, apply functions, and use vectorization. The course covers topics such as DataFrame creation, CSV operations, indexing, merging, aggregation, and grouping. Learners will also work on challenges related to various real-world scenarios. The course is designed for beginners who want to learn data manipulation using Python Pandas in a simple and easy-to-understand manner.

Syllabus

Python Pandas For Your Grandpa - Promo
Python Pandas For Your Grandpa - 1.1 Introduction
Python Pandas For Your Grandpa - 2.1 Series Creation
Python Pandas For Your Grandpa - 2.2 Series Basic Indexing
Python Pandas For Your Grandpa - 2.3 Series Basic Operations
Python Pandas For Your Grandpa - 2.4 Series Boolean Indexing
Python Pandas For Your Grandpa - 2.5 Series Missing Values
Python Pandas For Your Grandpa - 2.6 Series Vectorization
Python Pandas For Your Grandpa - 2.7 Series apply()
Python Pandas For Your Grandpa - 2.8 Series View vs Copy
Python Pandas For Your Grandpa - 2.9 Challenge: Baby Names
Python Pandas For Your Grandpa - 2.10 Challenge: Bees Knees
Python Pandas For Your Grandpa - 2.11 Challenge: Car Shopping
Python Pandas For Your Grandpa - 2.12 Challenge: Price Gouging
Python Pandas For Your Grandpa - 2.13 Challenge: Fair Teams
Python Pandas For Your Grandpa - 3.1 DataFrame Creation
Python Pandas For Your Grandpa - 3.2 DataFrame To And From CSV
Python Pandas For Your Grandpa - 3.3 DataFrame Basic Indexing
Python Pandas For Your Grandpa - 3.4 DataFrame Basic Operations
Python Pandas For Your Grandpa - 3.5 DataFrame apply()
Python Pandas For Your Grandpa - 3.6 DataFrame View vs Copy
Python Pandas For Your Grandpa - 3.7 DataFrame merge()
Python Pandas For Your Grandpa - 3.8 DataFrame Aggregation
Python Pandas For Your Grandpa - 3.9 DataFrame groupby()
Python Pandas For Your Grandpa - 3.10 Challenge: Hobbies
Python Pandas For Your Grandpa - 3.11 Challenge: Party Time
Python Pandas For Your Grandpa - 3.12 Challenge: Vending Machines
Python Pandas For Your Grandpa - 3.13 Challenge: Cradle Robbers
Python Pandas For Your Grandpa - 3.14 Challenge: Pot Holes
Python Pandas For Your Grandpa - 4.1 Strings
Python Pandas For Your Grandpa - 4.2 Dates and Times
Python Pandas For Your Grandpa - 4.3 Categoricals
Python Pandas For Your Grandpa - 4.4 MultiIndex
Python Pandas For Your Grandpa - 4.5 DataFrame Reshaping
Python Pandas For Your Grandpa - 4.6 Challenge: Class Transitions
Python Pandas For Your Grandpa - 4.7 Challenge: Rose Thorn
Python Pandas For Your Grandpa - 4.8 Challenge: Product Volumes
Python Pandas For Your Grandpa - 4.9 Challenge: Session Groups
Python Pandas For Your Grandpa - 4.10 Challenge: OB-GYM
Python Pandas For Your Grandpa - 5.1 Challenge: Covid Tracing
Python Pandas For Your Grandpa - 5.2 Challenge: Pickle
Python Pandas For Your Grandpa - 5.3 Challenge: TV Commercials
Python Pandas For Your Grandpa - 5.4 Challenge: Family IQ
Python Pandas For Your Grandpa - 5.5 Challenge: Concerts

Taught by

GormAnalysis

Reviews

4.0 rating, based on 1 Class Central review

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  • Profile image for Ronny De Winter
    Ronny De Winter @RonnyDeWinter
    Excellent course material. Good refresher with some good challenges. It goes rather fast, so it is best that you already have some experience with pandas, others pause and review the videos regularly.
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