Data Analysis with Python

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

Course Dates, Prices & Enrolment

Delivery Method	Dates & Times	Hours	Price	Enrolment
Classroom Training	30 Mar 2026 - 31 Mar 2026 Monday to Tuesday 10:00 AM - 04:00 PM BT	12-hour over 2-day	£420	Enrol Now
Online Training using Zoom	11 Apr 2026 - 25 Apr 2026 3 Saturdays 10:00 AM - 02:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	13 Apr 2026 - 24 Apr 2026 Mon, Wed & Fri (2 wks) 05:00 PM - 07:00 PM BT	12-hour over 6-day	£420	Enrol Now
Online Training using Zoom	27 Apr 2026 - 08 May 2026 Mon, Wed & Fri (2 wks) 03:00 PM - 05:00 PM BT	12-hour over 6-day	£360 £420	Enrol Now
Classroom Training	28 Apr 2026 - 30 Apr 2026 Tue, Wed & Thu 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Classroom Training	09 May 2026 - 23 May 2026 3 Saturdays 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Online Training using Zoom	09 May 2026 - 23 May 2026 3 Saturdays 10:00 AM - 02:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	25 May 2026 - 05 Jun 2026 Mon, Wed & Fri (2 wks) 05:00 PM - 07:00 PM BT	12-hour over 6-day	£420	Enrol Now
Online Training using Zoom	22 Jun 2026 - 03 Jul 2026 Mon, Wed & Fri (2 wks) 03:00 PM - 05:00 PM BT	12-hour over 6-day	£360 £420	Enrol Now
Classroom Training	23 Jun 2026 - 25 Jun 2026 Tue, Wed & Thu 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Classroom Training	04 Jul 2026 - 18 Jul 2026 3 Saturdays 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Online Training using Zoom	04 Jul 2026 - 18 Jul 2026 3 Saturdays 10:00 AM - 02:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	20 Jul 2026 - 31 Jul 2026 Mon, Wed & Fri (2 wks) 03:00 PM - 05:00 PM BT	12-hour over 6-day	£360 £420	Enrol Now
Classroom Training	27 Jul 2026 - 31 Jul 2026 Mon, Wed & Fri 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Classroom Training	01 Sep 2026 - 03 Sep 2026 Tue, Wed & Thu 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Classroom Training	05 Sep 2026 - 12 Sep 2026 2 Saturdays 10:00 AM - 04:00 PM BT	12-hour over 2-day	£420	Enrol Now
Online Training using Zoom	05 Sep 2026 - 12 Sep 2026 2 Saturdays 10:00 AM - 04:00 PM BT	12-hour over 2-day	£360 £420	Enrol Now

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