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Python Pandas and Jupyter ETL and Data wrangling

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Details

Python is an incredibly popular and powerful language for programming all sorts of functions and its use in data science has grown significantly over the years. There are tools such as Jupyter Notebooks which allow users to share live code, documentation, graphs, plots, and visualizations in a notebook, and Pandas, a software library used for data manipulation and analysis. With these tools you'll be able to easily create an ETL (extract, transform, load) pipeline and wrangle your data into clean, easily-accessible formats.

In this course you will learn how to:

  • Create and use Jupyter Notebooks
  • Create Pandas Dataframes and perform operations
  • Importing and Export different data types
  • Transform, reformat and organise data

Delivery Methods

Leading Training is focusing on providing virtual training courses for the foreseeable future and will only consider in-person and classroom training on request, with a required minimum group size of four delegates. We remain committed to offering training that is fast, focused and effective.

Delivery Method Duration Price (excl. VAT)

Discounts Available

Save up to 10% by booking and paying 10 business days before the course.

Brochure:

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Information may change without notice.

Audience

  • Data scientists
  • Programmers
  • Business analysts 
  • Engineers
  • Scientists

 

Pre-Requisites

Leading Training's Python Course or equivalent knowledge

Course Outline / Curriculum

Using Jupyter Notebooks

  • Starting/Opening Notebook
  • Using VS Code
  • Navigating and Editing
  • Short cut keys
  • Productivity hints and tips in iPython
  • Pandas Dataframes

Creating Dataframes

  • Selecting Data
  • Setting data and indices
  • Basic Operations

Importing/Exporting Data

  • SQL
  • CSV and Excel
  • HDF5

Data Wrangling

  • Merge Concat
  • break it into pieces
  • Join
  • Append
  • Grouping
  • Reshaping
  • Pivot Tables
  • Time Series
  • Time zone representation
  • Converting to another time zone
  • Converting between time span representations
  • Categoricals

Schedule Dates and Booking

There are currently no scheduled dates.

Please note that this course needs a minimum of 6 delegates to schedule a course. You can choose to be added to the waiting list by clicking the button below and we will contact you when we have enough delegates interested. Should we not get enough delegates, we will refund or credit your paid booking.

Add me to the waiting list

Should you need this course urgently, the following options are available:

  1. Pay for 6 delegates (whether you have them or not) and we will schedule the course as soon as possible.
  2. If you have fewer delegates and cannot pay for 6, we can negotiate a shortened course where some of the time will be spent in blended learning - watching videos and doing tutorials and exercises with some contact time with the trainer. We would want to discuss what your core needs are so that we cover those aspects. You need to have paid for 3 delegates at least.