Learn Python Pandas in this beginner-friendly 2.5-hour course designed for easy comprehension. Master Series and DataFrame operations, including creation, indexing, and manipulation. Explore data handling techniques such as boolean indexing, missing values, and vectorization. Practice with real-world challenges covering topics like baby names, car shopping, and team formation. Dive into advanced concepts like merging, aggregation, and groupby operations. Tackle data types including strings, dates, times, and categoricals. Engage in reshaping techniques and multi-index structures. Complete the course with complex challenges on COVID-19 tracing, pickle files, TV commercials, and concert data analysis. Access additional resources and code examples to reinforce your learning.
Overview
Syllabus
Python Pandas For Your Grandpa - Promo
Python Pandas For Your Grandpa - 1.1Â Introduction
Python Pandas For Your Grandpa - 2.1Â Series Creation
Python Pandas For Your Grandpa - 2.2Â Series Basic Indexing
Python Pandas For Your Grandpa - 2.3Â Series Basic Operations
Python Pandas For Your Grandpa - 2.4Â Series Boolean Indexing
Python Pandas For Your Grandpa - 2.5Â Series Missing Values
Python Pandas For Your Grandpa - 2.6Â Series Vectorization
Python Pandas For Your Grandpa - 2.7Â Series apply()
Python Pandas For Your Grandpa - 2.8Â Series View vs Copy
Python Pandas For Your Grandpa - 2.9Â Challenge: Baby Names
Python Pandas For Your Grandpa - 2.10Â Challenge: Bees Knees
Python Pandas For Your Grandpa - 2.11Â Challenge: Car Shopping
Python Pandas For Your Grandpa - 2.12Â Challenge: Price Gouging
Python Pandas For Your Grandpa - 2.13Â Challenge: Fair Teams
Python Pandas For Your Grandpa - 3.1Â DataFrame Creation
Python Pandas For Your Grandpa - 3.2Â DataFrame To And From CSV
Python Pandas For Your Grandpa - 3.3Â DataFrame Basic Indexing
Python Pandas For Your Grandpa - 3.4Â DataFrame Basic Operations
Python Pandas For Your Grandpa - 3.5Â DataFrame apply()
Python Pandas For Your Grandpa - 3.6Â DataFrame View vs Copy
Python Pandas For Your Grandpa - 3.7Â DataFrame merge()
Python Pandas For Your Grandpa - 3.8Â DataFrame Aggregation
Python Pandas For Your Grandpa - 3.9Â DataFrame groupby()
Python Pandas For Your Grandpa - 3.10Â Challenge: Hobbies
Python Pandas For Your Grandpa - 3.11Â Challenge: Party Time
Python Pandas For Your Grandpa - 3.12Â Challenge: Vending Machines
Python Pandas For Your Grandpa - 3.13Â Challenge: Cradle Robbers
Python Pandas For Your Grandpa - 3.14Â Challenge: Pot Holes
Python Pandas For Your Grandpa - 4.1Â Strings
Python Pandas For Your Grandpa - 4.2Â Dates and Times
Python Pandas For Your Grandpa - 4.3Â Categoricals
Python Pandas For Your Grandpa - 4.4Â MultiIndex
Python Pandas For Your Grandpa - 4.5Â DataFrame Reshaping
Python Pandas For Your Grandpa - 4.6Â Challenge: Class Transitions
Python Pandas For Your Grandpa - 4.7Â Challenge: Rose Thorn
Python Pandas For Your Grandpa - 4.8Â Challenge: Product Volumes
Python Pandas For Your Grandpa - 4.9Â Challenge: Session Groups
Python Pandas For Your Grandpa - 4.10Â Challenge: OB-GYM
Python Pandas For Your Grandpa - 5.1Â Challenge: Covid Tracing
Python Pandas For Your Grandpa - 5.2Â Challenge: Pickle
Python Pandas For Your Grandpa - 5.3Â Challenge: TV Commercials
Python Pandas For Your Grandpa - 5.4Â Challenge: Family IQ
Python Pandas For Your Grandpa - 5.5Â Challenge: Concerts
Taught by
GormAnalysis
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Reviews
4.0 rating, based on 1 Class Central review
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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.
