Data Science

Pandas Essentials

MyLoginn Learning Team · Free beginner course

4 weeks6 modules · 54 subtopicsFREEEssentialsPandasBeginner

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.

  1. 01
    Pandas 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
  2. 02
    Pandas 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
  3. 03
    Pandas 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
  4. 04
    Pandas 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
  5. 05
    Pandas 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
  6. 06
    Pandas References0/6 topics · 0%
    • 49Pandas Reference
    • 50Pandas DataFrame Reference
    • 51Pandas Series Reference
    • 52Pandas Read/Write Reference
    • 53Pandas Cleaning Reference
    • 54Pandas Plot Reference
Pandas Essentials | MyLoginn