강의

멘토링

커뮤니티

Data Science

/

Data Analysis

Right now, Polars

This course is designed for beginners, students, and those who want to use Polars, aiming to acquire the necessary skills for data analysis, from basic concepts of the Python-based data analysis library Polars to simple data processing and exploratory data analysis (EDA).

(5.0) 4 reviews

26 learners

Python
python-polars

Reviews from Early Learners

What you will learn!

  • 파이썬

  • Basic Concepts of Polars

  • Series and Data Frame Manipulation Methods

  • Exploratory Data Analysis (EDA) using Polars

Prepared for beginners
[Data Analysis, Development, Programming] This is a lecture.

This course is for intermediate and advanced learners who want to acquire advanced skills required for data analysis, from the basic concepts of Polars, a Python-based data analysis library, to simple data processing and exploratory data analysis (EDA), and for those who want to utilize Polars in various ways.


Polars is a Python library that provides a convenient syntax similar to Pandas and allows you to easily and efficiently perform various tasks related to data science. Polars is a high-performance data analysis library designed to process large data sets in various forms at high speed.

The image below compares the data processing speeds of Polars and Pandas.

Example of creating a Polars data frame

Example of creating a Pandas data frame

Learn things like this!

  • Python

  • Polars Basic Concepts

  • How to manipulate series and data frames

  • Exploratory Data Analysis (EDA) with Polars


I recommend this to these people! Who is the target audience for learning?

  • Anyone who wants to do data analysis using Python

  • Intermediate learners who want to learn Polars quickly

  • Anyone who wants to improve data processing performance

  • For those who feel the performance limitations of Pandas and are looking for an alternative


Player knowledge, is it necessary?

  • Python

  • Pandas Basics

  • Numpy Basics

  • Data Analysis Fundamentals

Students' Concerns & Solutions

  • Improved data processing speed : Polars' faster and more efficient data processing capabilities than Pandas allow you to analyze large amounts of data quickly.

  • Memory Saving : While we faced issues with high memory usage of Pandas, Polars' efficient memory usage minimized memory shortage issues while processing data.

  • Easy data manipulation : Perform complex data frame manipulations and transformations easily using Polars’ intuitive and powerful features.

  • Hands-on learning : Step-by-step exercises allow you to experience and learn Polars’ features first-hand, helping you overcome the fear of new tools.

Changes in students after attending the lecture

  • You can learn the basic usage of polars.

  • Even complex data operations can be performed efficiently.

  • Learn EDA techniques using Polars to quickly discover patterns and insights in your data.



Recommended for
these people

Who is this course right for?

  • For those who want to do data analysis using Python

  • Intermediate learner looking to quickly study Polars

  • Those who want to improve data processing performance

  • For those who feel the performance limitations of Pandas and are looking for alternatives

Need to know before starting?

  • 파이썬

  • Pandas Basics

  • Numpy Basics

  • Basics of Data Analysis

Hello
This is

10,558

Learners

381

Reviews

2

Answers

4.8

Rating

21

Courses

더 오름은 제주코딩베이스캠프의 프리미엄 브랜드로 주로 실무, 취업과 연관된 강의를 제작하고 있습니다.

제주코딩베이스캠프에서 이론적인 지식을 획득하셨다면, 더 오름의 실전 강의들을 통해 포트폴리오와 실무 능력들을 모두 가져가세요! 

" 2%를 채우기 위한 여러분의 집념과 열정을 응원합니다! "

 

︎ 더 오름 로드맵

The Oreum 로드맵.png.webp

 

Curriculum

All

28 lectures ∙ (8hr 13min)

Published: 
Last updated: 

Reviews

All

4 reviews

5.0

4 reviews

  • kys86580474님의 프로필 이미지
    kys86580474

    Reviews 10

    Average Rating 5.0

    5

    21% enrolled

    I've only ever used pandas, but this lecture introduced me to polars, and it has so many advantages that I need to learn it well and apply it properly. Highly recommended!

    • iregret038559님의 프로필 이미지
      iregret038559

      Reviews 10

      Average Rating 5.0

      5

      11% enrolled

      I haven't been using pandas for data analysis for very long, but I was curious about polars because the trends seem to change all the time. The lecture motivated me to learn, starting with the advantages of polars compared to pandas and explaining why we should learn polars step by step! Also, since it's a practice-based lecture, I think I'll be able to take it with interest because I can actually process real data.

      • hongj97님의 프로필 이미지
        hongj97

        Reviews 18

        Average Rating 5.0

        5

        100% enrolled

        I've only been using Pandas until now, but through this lecture, I was able to understand the difference between Pandas and Polars. The lecture is not only systematically organized, but also includes practical exercises, making it useful for learning the various functions of Polars. I recommend it to those who are interested in improving data processing performance.

        • yjy4079762님의 프로필 이미지
          yjy4079762

          Reviews 7

          Average Rating 5.0

          5

          100% enrolled

          As someone who dreams of becoming a data analyst, this was a very informative lecture. Through the lecture, I realized that using various libraries in addition to pandas is a more efficient way to analyze data. And the process of doing Exploratory Data Analysis (EDA) using Titanic data was the most fun! ✨

          $38.50

          The Oreum's other courses

          Check out other courses by the instructor!

          Similar courses

          Explore other courses in the same field!