Data Science
Pandas Essentials
MyLoginn Learning Team · Free beginner course
Analyze and clean data in Python with Pandas Series and DataFrames, from reading files to grouping and plotting.
Level
Essentials
Modules
6
Topics
54
Duration
4 weeks
Course roadmap
A clear path through the material
Build your understanding one focused lesson at a time, from core ideas to practical programming.
Enroll free to unlock the lessons.
- 01Pandas Foundations0/11 topics · 0%
- 1Pandas Intro
- 2Pandas Getting Started
- 3Pandas Series
- 4Pandas DataFrames
- 5Pandas Read CSV
- 6Pandas Read JSON
- 7Pandas Analyzing Data
- 8Pandas Selecting Data
- 9Pandas Filtering Rows
- 10Pandas Adding Columns
- 11Pandas Sorting
- 02Pandas Cleaning Data0/9 topics · 0%
- 12Pandas Cleaning Data
- 13Pandas Cleaning Empty Cells
- 14Pandas Cleaning Wrong Format
- 15Pandas Cleaning Wrong Data
- 16Pandas Removing Duplicates
- 17Pandas Data Types
- 18Pandas Renaming Columns
- 19Pandas String Methods
- 20Pandas Dates
- 03Pandas Analysis0/12 topics · 0%
- 21Pandas Correlations
- 22Pandas Plotting
- 23Pandas GroupBy
- 24Pandas Aggregation
- 25Pandas Pivot Tables
- 26Pandas Merge and Join
- 27Pandas Concatenate
- 28Pandas Apply and Map
- 29Pandas Missing Values Strategy
- 30Pandas Descriptive Statistics
- 31Pandas Value Counts
- 32Pandas Index and MultiIndex
- 04Pandas Applications0/8 topics · 0%
- 33Pandas Time Series
- 34Pandas Resample
- 35Pandas Export CSV
- 36Pandas Export Excel
- 37Pandas Read SQL
- 38Pandas Memory Optimization
- 39Pandas Method Chaining
- 40Pandas Data Quality Checks
- 05Pandas Projects and Practice0/8 topics · 0%
- 41Pandas Examples
- 42Pandas Quiz
- 43Pandas Exercises
- 44Pandas Code Challenges
- 45Pandas Sales Analysis Project
- 46Pandas Survey Cleaning Project
- 47Pandas Study Plan
- 48Pandas Interview Prep
- 06Pandas References0/6 topics · 0%
- 49Pandas Reference
- 50Pandas DataFrame Reference
- 51Pandas Series Reference
- 52Pandas Read/Write Reference
- 53Pandas Cleaning Reference
- 54Pandas Plot Reference