Don't like banners? Log in and we will make sure you see no banners. For free.
No cover art

Mastering Data Analysis with Polars in Python - Crash Course

Other
Size
956 MB
Seeders
4
Leechers
0
Files
66
Category
Other
Added
at 12:01am GMT+1
Infohash
d47ae78f305f2422641f39512ebb254be44c7a03
Direct linkTorrent fileDownload now
Don't like banners? Log in and we will make sure you see no banners. For free.

Description
[ FreeCourseWeb.com ] Mastering Data Analysis with Polars in Python: Crash Course



If You Need More Stuff, kindly Visit and Support Us -->> https://FreeCourseWeb.com







Published 4/2024

Created by ‪Idan Chen‬‏

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 32 Lectures ( 2h 48m ) | Size: 956 MB



Unlock the Power of Polars for Fast and Efficient Data Analysis in Python - Dive into Data Science Today!



What you'll learn:

Understand the fundamentals of Polars, a high-performance data manipulation library in Python.

Learn essential data processing techniques including filtering, aggregating, and transforming data.

Master advanced data manipulation tasks such as joins, groupings, and window functions.

Gain insights into optimizing performance and improving efficiency when working with large datasets.

Develop the skills to tackle complex data analysis challenges and derive meaningful insights.

Explore practical examples and real-world datasets to solidify understanding.

Become proficient in leveraging Polars for fast and efficient data analysis in Python.

Understand techniques for working with large CSV files efficiently using Polars.

Learn strategies to optimize memory usage and processing speed when dealing with massive datasets.

Gain practical experience in applying Polars to analyze and manipulate extensive CSV datasets with ease.



Requirements:

Basic understanding of Python programming.

Familiarity with data structures like lists, dictionaries, and tuples.

Prior knowledge of data analysis concepts is beneficial but not required.

Access to a computer with Python and Polars library installed (installation instructions will be provided).



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com



Get More Tutorials and Support Us -->> https://CourseWikia.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



Image error



Image error

File list
  • Mastering Data Analysis with Polars in Python - Crash Course
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4 35.4 MB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4 23.3 MB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/3. How to Install Python 3 and Use Virtual Environments (venv) on Windows- Article.html 3.8 KB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/4. How to Install Python 3 and Use Virtual Environments (venv) on linux- Article.html 3.7 KB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/5. How to Install Python 3 and Use Virtual Environments (venv) on Mac- Article.html 4.2 KB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4 30.6 MB
  • ~Get Your Files Here !/1. Introduction and Setting Up Your Environment/7. How to Install Jupyter Lab - Article.html 7.4 KB
  • ~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4 24.7 MB
  • ~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html 169 B
  • ~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html 169 B
  • ~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4 22 MB
  • ~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html 169 B
  • ~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html 169 B
  • ~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4 42.7 MB
  • ~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html 169 B
  • ~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html 169 B
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4 38.1 MB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb 3.9 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4 28.9 MB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb 7.9 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4 35.6 MB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb 11.6 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv 481 B
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv 18.1 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4 12.8 MB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb 3.3 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx 8.4 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4 18.6 MB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb 6.2 KB
  • ~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html 169 B
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4 29.6 MB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb 10.9 KB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4 22.9 MB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb 9.8 KB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4 29.2 MB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb 8.6 KB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4 28.3 MB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb 6.3 KB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4 32.4 MB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb 7 KB
  • ~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html 169 B
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4 41.3 MB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb 8.5 KB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/2. Aggregating Data with Polars min, max, mean, median, sum.mp4 22.4 MB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/2.1 code.ipynb 4.7 KB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4 40.9 MB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/3.1 code.ipynb 7.5 KB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/4. Grouping Data with Polars.mp4 41 MB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb 7.6 KB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4 53 MB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb 6.5 KB
  • ~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html 169 B
  • ~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4 85.8 MB
  • ~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb 13.4 KB
  • ~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html 3.2 KB
  • ~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html 4.8 KB
  • ~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html 169 B
  • ~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4 52 MB
  • ~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb 7.9 KB
  • ~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4 42 MB
  • ~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb 5.1 KB
  • ~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html 169 B
  • ~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4 97.4 MB
  • ~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html 169 B
  • ~Get Your Files Here !/9. Conclusion/1. Conclusion And Recap.mp4 25.1 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

Rating
Not rated yet
Log in to rate

Comments

No comments yet.


Similar torrents
NameSizeDate
7 MB60
293 MB40
1 MB31
22 MB21
4 GB10
4 MB11
1.6 GB15
442 MB01
4.2 GB01
3.8 GB01
4.2 GB01
3 MB00
2 MB00
2 MB01
8 MB01