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DevOps Course in Pune -Posh Institute of Technology -Trainwick
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Course Description

Data Analysis with Pandas and Python

Analyze data quickly and easily with Python’s powerful pandas library! All datasets included — beginners welcome!

What you’ll learn

Requirements

  • Perform a multitude of data operations in Python's popular "pandas" library including grouping, pivoting, joining and more!
  • Learn hundreds of methods and attributes across numerous pandas objects
  • Possess a strong understanding of manipulating 1D, 2D, and 3D data sets
  • Resolve common issues in broken or incomplete data sets
  • Basic / intermediate experience with Microsoft Excel or another spreadsheet software (common functions, vlookups, Pivot Tables etc)
  • Basic experience with the Python programming language
  • Strong knowledge of data types (strings, integers, floating points, booleans) etc

Description

Welcome to the most comprehensive Pandas course available on POSH! An excellent choice for both beginners and experts looking to expand their knowledge on one of the most popular Python libraries in the world!

Data Analysis with Pandas and Python offers 19+ hours of in-depth tutorials on the most powerful data analysis toolkit available today. Lessons include:

  • installing

  • sorting

  • filtering

  • grouping

  • aggregating

  • de-duplicating

  • pivoting

  • munging

  • deleting

  • merging

  • visualizing

and more!

Why learn pandas?

If you’ve spent time in a spreadsheet software like Microsoft Excel, Apple Numbers, or Google Sheets and are eager to take your data analysis skills to the next level, this course is for you! 

Data Analysis with Pandas and Python introduces you to the popular Pandas library built on top of the Python programming language. 

Pandas is a powerhouse tool that allows you to do anything and everything with colossal data sets — analyzing, organizing, sorting, filtering, pivoting, aggregating, munging, cleaning, calculating, and more! 

I call it “Excel on steroids”!

Over the course of more than 19 hours, I’ll take you step-by-step through Pandas, from installation to visualization! We’ll cover hundreds of different methods, attributes, features, and functionalities packed away inside this awesome library. We’ll dive into tons of different datasets, short and long, broken and pristine, to demonstrate the incredible versatility and efficiency of this package.

Data Analysis with Pandas and Python is bundled with dozens of datasets for you to use. Dive right in and follow along with my lessons to see how easy it is to get started with pandas!

Whether you’re a new data analyst or have spent years (*cough* too long *cough*) in Excel, Data Analysis with pandas and Python offers you an incredible introduction to one of the most powerful data toolkits available today!

Who is This Course For?

  • Data analysts and business analysts

  • Excel users looking to learn a more powerful software for data analysis

  • Course content

  • Collapse all 175 lectures

  • Introduction to the Course

  • Completed Course Files

  • Mac OS – Download the Anaconda Distribution

  • Mac OS – Install Anaconda Distribution

  • Mac OS – Access the Terminal

  • Mac OS – Update Anaconda Libraries

  • Mac OS – Unpack Course Materials + The Startdown and Shutdown Process

  • Windows – Download the Anaconda Distribution

  • Windows – Install Anaconda Distribution

  • Windows – Access the Command Prompt and Update Anaconda Libraries

  • Windows – Unpack Course Materials + The Startdown and Shutdown Process

  • Intro to the Jupyter Notebook Interface

  • Cell Types and Cell Modes

  • Code Cell Execution

  • Popular Keyboard Shortcuts

  • Import Libraries into Jupyter Notebook

  • Python Crash Course, Part 1 – Data Types and Variables

  • Python Crash Course, Part 2 – Lists

  • Python Crash Course, Part 3 – Dictionaries

  • Python Crash Course, Part 4 – Operators

  • Python Crash Course, Part 5 – Functions

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Institute Overview

Posh Institute of Technology
Pune, Maharashtra, India
20 Current Posted Courses

About us We envision a world where anyone, anywhere can transform their life by accessing the world’s best learning experience.Every course at POSH is taught by top instructors from world-class universities and companies, so you can learn some... Read More

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