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Data Analysis with Python

Batch Price From £360 (approx. $474 USD) View Dates & Prices
Custom Price From £240 (approx. $316 USD) Price Calculator & Booking Short course on Data Analysis with Python
Total Duration: 12 Hours
Course level: Beginner
Delivery Method: Instructor-led Physical Classes or Virtual Classes
Certification: Certificate of Completion will be provided after completing the course

Course Overview

Python is a multi-paradigm programming language which has become the language of choice for data analysis, data visualisation and machine learning. This Data Analysis with Python course provides a concrete first step in learning data analysis.

In this course, you will be working with Jupyter notebook and setting up a database. After covering the Jupyter, you will learn Python’s NumPy package, a powerful extension with advanced mathematical functions. You will then move on to creating NumPy arrays and functions. Later you will explore Python’s pandas extension for data mining, managing your datasets by sorting and ranking them. Last but not least you’ll learn data visualisation with matplotlib.

Requirements

This course is suitable for those who already have basic knowledge of Python programming.

We highly recommend you complete the following course(s) before attending the Data Analysis with Python course:

Course Dates, Prices & Enrolment

All Training Physical Classes Virtual Classes
Time Zone:
Training MethodDates and TimesPrice 
Online Training using Zoom 19 Nov 2024 - 27 Nov 2024
2 Tuesdays & 2 Wednesdays
09:00 AM - 12:00 PM ET 		£360 £420
(approx. $474 USD) 		Closed
Classroom Training 25 Nov 2024 - 26 Nov 2024
Mon, Wed & Fri
05:00 AM - 09:00 AM ET 		£420
(approx. $553 USD) 		Enrol Now
Online Training using Zoom 03 Dec 2024 - 19 Dec 2024
3 Tuesdays & 3 Thursdays
01:00 PM - 03:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Classroom Training 07 Dec 2024 - 15 Dec 2024
2 Saturdays & 2 Sundays
05:00 AM - 08:00 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 07 Dec 2024 - 15 Dec 2024
2 Saturdays & 2 Sundays
05:00 AM - 08:00 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Classroom Training 20 Jan 2025 - 21 Jan 2025
Monday to Tuesday
05:00 AM - 11:00 AM ET 		£420
(approx. $553 USD) 		Enrol Now
Online Training using Zoom 20 Jan 2025 - 31 Jan 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Classroom Training 25 Jan 2025 - 01 Feb 2025
2 Saturdays
05:00 AM - 11:00 AM ET 		£420
(approx. $553 USD) 		Enrol Now
Online Training using Zoom 25 Jan 2025 - 02 Feb 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Classroom Training 24 Feb 2025 - 25 Feb 2025
Monday to Tuesday
05:00 AM - 11:00 AM ET 		£420
(approx. $553 USD) 		Enrol Now
Online Training using Zoom 01 Mar 2025 - 09 Mar 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 03 Mar 2025 - 14 Mar 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Classroom Training 24 Mar 2025 - 25 Mar 2025
Monday to Tuesday
06:00 AM - 12:00 PM ET 		£420
(approx. $553 USD) 		Enrol Now
Classroom Training 29 Mar 2025 - 05 Apr 2025
2 Saturdays
06:00 AM - 12:00 PM ET 		£420
(approx. $553 USD) 		Enrol Now
Online Training using Zoom 05 Apr 2025 - 13 Apr 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 10 May 2025 - 18 May 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 12 May 2025 - 23 May 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 14 Jun 2025 - 22 Jun 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 23 Jun 2025 - 04 Jul 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 19 Jul 2025 - 27 Jul 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 18 Aug 2025 - 29 Aug 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 23 Aug 2025 - 31 Aug 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 22 Sep 2025 - 03 Oct 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 27 Sep 2025 - 05 Oct 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 01 Nov 2025 - 09 Nov 2025
2 Saturdays & 2 Sundays
11:00 AM - 02:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 03 Nov 2025 - 14 Nov 2025
Mon, Wed & Fri (2 wks)
09:30 AM - 11:30 AM ET 		£360 £420
(approx. $474 USD) 		Enrol Now
Online Training using Zoom 06 Dec 2025 - 14 Dec 2025
2 Saturdays & 2 Sundays
10:00 AM - 01:00 PM ET 		£360 £420
(approx. $474 USD) 		Enrol Now

Course Content

  1. Introduction to Data Analysis
    • What is data analysis
    • Why data analysis
    • Types of data analysis
    • Process flow of data analysis
  2. Introduction to NumPy
    • Pandas & NumPy Intro
    • Numpy Arrays & Array Properties
    • Array Creation
    • Random Number Generation
    • Indexing & Slicing Arrays
    • Array Operations
  3. Introduction to Pandas
    • Defining pandas library
    • Why do we need pandas library
    • Pandas data structure
    • Exploring the data of a DataFrame
    • Selecting data from DataFrame
    • Data cleaning in pandas DataFrame
    • Grouping and aggregation
    • Sorting and ranking
    • Adding row into DataFrame
    • Adding column into DataFrame
    • Dropping the row/column from DataFrame
    • Concatenating the dataframe
    • Merging/joining the dataframe
    • The merge() function
    • The join() function
    • Writing the DataFrame to external files.
  4. Data Visualisation with Matplotlib
    • What is data visualisation
    • What is Matplotlib
    • Getting started with Matplotlib
    • Line plot using Matplotlib
    • Customising the plot
    • Some basic types of plots in matplotlib
    • Export the plot into a file

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