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Udemy - The Ultimate Python Library Pandas Training Course

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Description
[ DevCourseWeb.com ] The Ultimate Python Library Pandas Training Course



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







Published 8/2022

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

Language: English | Size: 980.72 MB | Duration: 2h 48m



This course will teach you how to tackle modern data problems and derive value from complex datasets using pandas.



What you'll learn

Up and running with pandas

Pandas and Data Science and Analysis

Representing univariate data with the Series

Representing tabular and multivariate data with the DataFrame

Manipulation and indexing of DataFrame objects

Indexing Data

Categorical Data

Numeric and Statistical Methods

Grouping and Aggregating Data

Combining, Relating and Reshaping Data

Requirements

Access to a computer with an internet connection

A PC or Mac

Description

Welcome to this course. The pandas library is massive, and it’s common for frequent users to be unaware of many of its more impressive features. Pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This course presents useful data manipulation techniques in pandas to perform complex data analysis in various domains. This course will teach you how to be more productive with data and generate real business insights to inform your decision-making. You will be guided through real-world data science problems and shown how to apply key techniques in the context of realistic examples and exercises. Engaging activities will then challenge you to apply your new skills in a way that prepares you for real data science projects.You’ll see how experienced data scientists tackle a wide range of problems using data analysis with pandas. You will learn how to use pandas to perform data analysis in Python. You will start with an overview of data analysis and iteratively progress from modeling data, to accessing data from remote sources, performing numeric and statistical analysis, through indexing and performing aggregate analysis, and finally to visualizing statistical data and applying pandas to finance.In this course, you'll learn:Learn How to Access and load data from different sources using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetIsolate any subset of data by properly selecting and querying the dataWork with a range of data types and structures to understand your dataSplit data into independent groups before applying aggregations and transformations to each groupRestructure data into tidy form to make data analysis and visualization easierPerform data transformation to prepare it for analysisPrepare real-world messy datasets for machine learningCombine and merge data from different sources through pandas SQL-like operationsUse Matplotlib for data visualization to create a variety of plotsCreate data models to find relationships and test hypothesesManipulate time-series data to perform date-time calculationsUtilize pandas unparalleled time series functionalityCreate beautiful and insightful visualizations through pandas direct hooks to Matplotlib and SeabornOptimize your code to ensure more efficient business data analysisAt the end of this course, you’ll have the knowledge, skills, and confidence you need to solve your own challenging data science problems with pandas.



Overview



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



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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...



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File list
  • Udemy - The Ultimate Python Library Pandas Training Course
  • ~Get Your Files Here !/1 - Welcome/1 - Introduction English.vtt 2.6 KB
  • ~Get Your Files Here !/1 - Welcome/1 - Introduction.mp4 13.5 MB
  • ~Get Your Files Here !/2 - Getting Started/10 - Learning Crud English.vtt 8.1 KB
  • ~Get Your Files Here !/2 - Getting Started/10 - Learning Crud Read Series.mp4 48.1 MB
  • ~Get Your Files Here !/2 - Getting Started/11 - Learning Crud English.vtt 8.7 KB
  • ~Get Your Files Here !/2 - Getting Started/11 - Learning Crud Update & Delete Series.mp4 49.8 MB
  • ~Get Your Files Here !/2 - Getting Started/12 - Learning Pandas Series English.vtt 5.6 KB
  • ~Get Your Files Here !/2 - Getting Started/12 - Learning Pandas Series Summary Statistics.mp4 27.6 MB
  • ~Get Your Files Here !/2 - Getting Started/13 - Duplicates in Pandas Series English.vtt 7.4 KB
  • ~Get Your Files Here !/2 - Getting Started/13 - Duplicates in Pandas Series.mp4 35.3 MB
  • ~Get Your Files Here !/2 - Getting Started/14 - A Brief Intro to NaN English.vtt 7.2 KB
  • ~Get Your Files Here !/2 - Getting Started/14 - A Brief Intro to NaN.mp4 34 MB
  • ~Get Your Files Here !/2 - Getting Started/15 - Learn About Plot Series English.vtt 3.2 KB
  • ~Get Your Files Here !/2 - Getting Started/15 - Learn About Plot Series Plotting in Pandas.mp4 16.9 MB
  • ~Get Your Files Here !/2 - Getting Started/16 - Section Summary English.vtt 5.7 KB
  • ~Get Your Files Here !/2 - Getting Started/16 - Section Summary.mp4 23.1 MB
  • ~Get Your Files Here !/2 - Getting Started/2 - Understanding Why Using Pandas English.vtt 4.7 KB
  • ~Get Your Files Here !/2 - Getting Started/2 - Understanding Why Using Pandas.mp4 9.1 MB
  • ~Get Your Files Here !/2 - Getting Started/3 - Learn About Series in Pandas English.vtt 3.2 KB
  • ~Get Your Files Here !/2 - Getting Started/3 - Learn About Series in Pandas.mp4 9.4 MB
  • ~Get Your Files Here !/2 - Getting Started/4 - Understanding Numpy English.vtt 5.6 KB
  • ~Get Your Files Here !/2 - Getting Started/4 - Understanding Numpy.mp4 30.7 MB
  • ~Get Your Files Here !/2 - Getting Started/5 - Understanding Pandas Series English.vtt 3.4 KB
  • ~Get Your Files Here !/2 - Getting Started/5 - Understanding Pandas Series.mp4 20.9 MB
  • ~Get Your Files Here !/2 - Getting Started/6 - Understanding Boolean Array and Index English.vtt 8.2 KB
  • ~Get Your Files Here !/2 - Getting Started/6 - Understanding Boolean Array and Index.mp4 44.8 MB
  • ~Get Your Files Here !/2 - Getting Started/7 - Understanding Pandas Data Types English.vtt 3.9 KB
  • ~Get Your Files Here !/2 - Getting Started/7 - Understanding Pandas Data Types.mp4 16.9 MB
  • ~Get Your Files Here !/2 - Getting Started/8 - Understanding Pandas Series in Depth English.vtt 4.6 KB
  • ~Get Your Files Here !/2 - Getting Started/8 - Understanding Pandas Series in Depth.mp4 18.1 MB
  • ~Get Your Files Here !/2 - Getting Started/9 - Introduction to Broadcasting English.vtt 7.5 KB
  • ~Get Your Files Here !/2 - Getting Started/9 - Introduction to Broadcasting.mp4 27.2 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/17 - Introduction English.vtt 4.7 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/17 - Introduction.mp4 17 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/18 - Learning Dataframe English.vtt 6.3 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/18 - Learning Dataframe Learn About Similarities.mp4 27.5 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/19 - Learn How to Create a Dataframe English.vtt 4.4 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/19 - Learn How to Create a Dataframe.mp4 23.5 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/20 - Learn How to Create a Dataframe From CSV Files English.vtt 2.3 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/20 - Learn How to Create a Dataframe From CSV Files.mp4 11 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/21 - Understanding Selection English.vtt 9 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/21 - Understanding Selection.mp4 47.2 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/22 - Understanding Projection English.vtt 4.3 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/22 - Understanding Projection.mp4 20.4 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/23 - Understanding Product Union & Difference English.vtt 15.7 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/23 - Understanding Product Union & Difference.mp4 83.9 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/24 - Dataframes in Depth.mp4 34.7 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/25 - Dataframes English.vtt 8.5 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/25 - Dataframes Learn About Statistics.mp4 38.1 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/26 - Creating Histograms & Transposing Data English.vtt 8.2 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/26 - Creating Histograms & Transposing Data.mp4 42.1 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/27 - Learn How to Tweak Dataframes 1.mp4 37.7 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/27 - Learn How to Tweak Dataframes English.vtt 7.4 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/28 - Learn How to Tweak Dataframes 2.mp4 53.9 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/28 - Learn How to Tweak Dataframes English.vtt 11.5 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/29 - Learn How to Sort Data English.vtt 5.9 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/29 - Learn How to Sort Data.mp4 45.4 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/30 - Learn About Iteration of Dataframes English.vtt 6.3 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/30 - Learn About Iteration of Dataframes.mp4 32.6 MB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/31 - Learn How to Set Data English.vtt 5.9 KB
  • ~Get Your Files Here !/3 - Learning Pandas Dataframe/31 - Learn How to Set Data.mp4 40.2 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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