Mastering Data Analysis with Polars in Python - Crash Course --> [ FreeCourseWeb ]
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Torrent File Contents
Mastering Data Analysis with Polars in Python - Crash Course --> [ FreeCourseWeb ]
Get Bonus Downloads Here.url
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4
~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
~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
~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
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/7. How to Install Jupyter Lab - Article.html
~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4
~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html
~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html
~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4
~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html
~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html
~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4
~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html
~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html
~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4
~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb
~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4
~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb
~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4
~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb
~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4
~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb
~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4
~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb
~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html
~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4
~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb
~Get Your Files Here !/5. Aggregations and Grouping in Polars/2. Aggregating Data with Polars min, max, mean, median, sum.mp4
~Get Your Files Here !/5. Aggregations and Grouping in Polars/2.1 code.ipynb
~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4
~Get Your Files Here !/5. Aggregations and Grouping in Polars/3.1 code.ipynb
~Get Your Files Here !/5. Aggregations and Grouping in Polars/4. Grouping Data with Polars.mp4
~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb
~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4
~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb
~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html
~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4
~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb
~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html
~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html
~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html
~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4
~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb
~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4
~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb
~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html
~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4
~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html
~Get Your Files Here !/9. Conclusion/1. Conclusion And Recap.mp4
~Get Your Files Here !/Bonus Resources.txt
Get Bonus Downloads Here.url
- 183 Bytes
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/1. Installing Python and Setting Up Your Environment.mp4
- 35.37 MB
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/2. How To create VENV.mp4
- 23.27 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
- 3.84 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
- 3.68 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
- 4.19 KB
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/6. How to Install Jupyter Lab - Practicle.mp4
- 30.65 MB
~Get Your Files Here !/1. Introduction and Setting Up Your Environment/7. How to Install Jupyter Lab - Article.html
- 7.38 KB
~Get Your Files Here !/2. Python Programming Foundations/1. Functions in Python Definition and Usage.mp4
- 24.67 MB
~Get Your Files Here !/2. Python Programming Foundations/2. Functions in Python Definition and Usage - QUIZ.html
- 169 Bytes
~Get Your Files Here !/2. Python Programming Foundations/3. Functions in Python Definition and Usage - Code Exercise.html
- 169 Bytes
~Get Your Files Here !/2. Python Programming Foundations/4. Modules and Packages Organizing Code.mp4
- 21.97 MB
~Get Your Files Here !/2. Python Programming Foundations/5. Modules and Packages Organizing Code - QUIZ.html
- 169 Bytes
~Get Your Files Here !/2. Python Programming Foundations/6. Modules and Packages Organizing Code - Coding Exercise.html
- 169 Bytes
~Get Your Files Here !/2. Python Programming Foundations/7. Understanding Python Classes and Objects.mp4
- 42.67 MB
~Get Your Files Here !/2. Python Programming Foundations/8. Understanding Python Classes and Objects - QUIZ.html
- 169 Bytes
~Get Your Files Here !/2. Python Programming Foundations/9. Understanding Python Classes and Objects - Coding Exercise.html
- 169 Bytes
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1. Getting Started with Series Polars Basic Operations.mp4
- 38.14 MB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/1.1 code.ipynb
- 3.94 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2. Getting Started with DataFrame Polars Basic Operations.mp4
- 28.94 MB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/2.1 code.ipynb
- 7.94 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3. Reading and Writing CSV Files with Polars.mp4
- 35.61 MB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.1 code.ipynb
- 11.59 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.2 output.csv
- 481 Bytes
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/3.3 tips.csv
- 18.07 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4. Reading and Writing Excel Files with Polars.mp4
- 12.83 MB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.1 code.ipynb
- 3.28 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/4.2 example.xlsx
- 8.37 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5. Converting Pandas DataFrames to Polars.mp4
- 18.59 MB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/5.1 code.ipynb
- 6.16 KB
~Get Your Files Here !/3. Introduction to Polars and Data Analysis/6. Test your understanding of basic Polars concepts..html
- 169 Bytes
~Get Your Files Here !/4. Basic Data Processing with Polars/1. Introduction to Filtering and Selecting Data in Polars.mp4
- 29.64 MB
~Get Your Files Here !/4. Basic Data Processing with Polars/1.1 code.ipynb
- 10.95 KB
~Get Your Files Here !/4. Basic Data Processing with Polars/2. Filtering Data with Polars.mp4
- 22.94 MB
~Get Your Files Here !/4. Basic Data Processing with Polars/2.1 code.ipynb
- 9.84 KB
~Get Your Files Here !/4. Basic Data Processing with Polars/3. Selecting Columns and Rows with Polars.mp4
- 29.23 MB
~Get Your Files Here !/4. Basic Data Processing with Polars/3.1 code.ipynb
- 8.56 KB
~Get Your Files Here !/4. Basic Data Processing with Polars/4. Slicing and Sampling Data with Polars.mp4
- 28.28 MB
~Get Your Files Here !/4. Basic Data Processing with Polars/4.1 code.ipynb
- 6.32 KB
~Get Your Files Here !/4. Basic Data Processing with Polars/5. Sorting Data with Polars.mp4
- 32.38 MB
~Get Your Files Here !/4. Basic Data Processing with Polars/5.1 code.ipynb
- 6.98 KB
~Get Your Files Here !/4. Basic Data Processing with Polars/6. Basic Data Processing with Polars QUIZ.html
- 169 Bytes
~Get Your Files Here !/5. Aggregations and Grouping in Polars/1. Introduction to Aggregations and Grouping in Polars.mp4
- 41.31 MB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/1.1 code.ipynb
- 8.49 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
- 4.71 KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/3. Ranking Data with Polars.mp4
- 40.95 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
- 40.95 MB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/4.1 code.ipynb
- 7.61 KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/5. Pivot Tables and Cross-Tabulations with Polars.mp4
- 53.02 MB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/5.1 code.ipynb
- 6.51 KB
~Get Your Files Here !/5. Aggregations and Grouping in Polars/6. Aggregations and Grouping in Polars QUIZ.html
- 169 Bytes
~Get Your Files Here !/6. Merging DataFrames with Polars/1. Joins and Concatenations Lecture.mp4
- 85.78 MB
~Get Your Files Here !/6. Merging DataFrames with Polars/1.1 code.ipynb
- 13.35 KB
~Get Your Files Here !/6. Merging DataFrames with Polars/2. Understanding Concatenation in Polars.html
- 3.21 KB
~Get Your Files Here !/6. Merging DataFrames with Polars/3. Understanding Join Types in Polars.html
- 4.82 KB
~Get Your Files Here !/6. Merging DataFrames with Polars/4. Merging DataFrames with Polars QUIZ.html
- 169 Bytes
~Get Your Files Here !/7. Optimizing Performance with Polars/1. Memory Management Handling Large Datasets with Polars.mp4
- 52.05 MB
~Get Your Files Here !/7. Optimizing Performance with Polars/1.1 code.ipynb
- 7.94 KB
~Get Your Files Here !/7. Optimizing Performance with Polars/2. Parallel Processing Speeding Up Data Analysis with Polars.mp4
- 42.03 MB
~Get Your Files Here !/7. Optimizing Performance with Polars/2.1 code.ipynb
- 5.14 KB
~Get Your Files Here !/7. Optimizing Performance with Polars/3. Optimizing Performance with Polars QUIZ.html
- 169 Bytes
~Get Your Files Here !/8. Real-world Applications and Case Studies/1. Analyzing Financial Data with Polars.mp4
- 97.38 MB
~Get Your Files Here !/8. Real-world Applications and Case Studies/2. Real-world Applications and Case Studies QUIZ.html
- 169 Bytes
~Get Your Files Here !/9. Conclusion/1. Conclusion And Recap.mp4
- 25.11 MB
~Get Your Files Here !/Bonus Resources.txt
- 386 Bytes
Torrent 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...
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).
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...