Bootcamp: Data Wrangling with Python Bootcamp

$879.00
$1,063.59 incl. vat

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duration: 10 hours |

access duration: 365 days |

Details

Python programming is among the most powerful and widely used tools by data scientists today. This course will cover how to leverage Python’s capabilities to manipulate and explore data. By the end of this program, attendees will be able to outline use cases for Python and automate tedious data processes and clean data for analysis.

Outline:

  • Day One: Programming across industries and core functions of data scientists, Data science use cases for Python, Functions in Python, Introduction to NumPy
  • Day Two: Arrays: filtering and reshaping, Working with Pandas, Basic operations on series
  • Day Three: Dataframes and basic operations, Loading data into Python using Pandas
  • Day Four, Summarizing data using Pandas, Reshaping data using Pandas

The next Bootcamp is scheduled for the following dates:

  • Session 1: Tuesday, 26-07-2022 from 5:00 p.m. to 8:00 p.m.
  • Session 2: Wednesday 27-07-2022 from 5 p.m. to 8 p.m.
  • Session 3: Thursday 28-07-2022 from 5 p.m. to 8 p.m.
  • Session 4: Friday 29-07-2022 from 5 p.m. to 8 p.m.

If you would like to follow the sessions via your phone or tablet, no problem! Unfortunately, the bootcamp via your phone or tablet cannot be accessed from the learning environment. On the starting day of the bootcamp you will receive a link before noon that you can use to follow the bootcamp via your phone or tablet. If you did not receive the link, please contact us by mail or phone.

If you would like to follow the sessions via your phone or tablet, no problem! Unfortunately, the bootcamp via your phone or tablet cannot be accessed from the learning environment. On the starting day of the bootcamp you will receive a link before noon that you can use to follow the bootcamp via your phone or tablet. If you did not receive the link, please contact us by mail or phone.

Result

When you’re done, you’ll be able to:

  • Identify what data science is and why it’s important
  • Program proficiently in Python
  • Automate data cleaning and processing
  • Understand Pandas and NumPy for data mining
  • And more!

Prerequisites

Anaconda and Jupyter Notebook will be required. You will be given access to both through Percipio's virtual practice labs when you register.

Attendees should be familiar with Python programming and be able to execute functions, such as:

  • Variables: defining, swapping, printing and deleting variables.
  • Main data types: numbers, logicals, strings.
  • Basic data structures: lists, sets, dictionaries, tuples.
  • Control flow structures and modular code.
  • Conditional statements.
  • “For” loops and list comprehensions.
  • “While” loops and break/continue statements.

Target audience

Software Developer

Content

Course options

We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.

Optional practice exam (trial exam)

To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam. 

Optional practice lab

To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediatelyThe lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience. 

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Mobile ready Yes
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