Data Analysis with Python

A Beginner level 12-hour course delivered via Instructor-led Physical Classes or Virtual Classes.

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Regular Price: £420 (Approximately $554.24 USD)
Batch Price: From £360 (approx. $475 USD)  📅 View Dates & Prices
Group Booking Discount: From £240 per person(approx. $317 USD)  🧮 Calculate & Book
1-to-1 Training: £420(approx. $554 USD)  📋 Booking Request Form

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:

Python Programming for Beginners

Course Content

Introduction to Data Analysis
- What is data analysis
- Why data analysis
- Types of data analysis
- Process flow of data analysis
Introduction to NumPy
- Pandas & NumPy Intro
- Numpy Arrays & Array Properties
- Array Creation
- Random Number Generation
- Indexing & Slicing Arrays
- Array Operations
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.
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

All Training Physical Classes Virtual Classes

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Delivery Method	Dates & Times	Hours	Price	Enrolment
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 (approx. $475 USD)	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 (approx. $554 USD)	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 (approx. $475 USD)	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 (approx. $475 USD)	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 (approx. $554 USD)	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 (approx. $475 USD)	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 (approx. $475 USD)	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 (approx. $475 USD)	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 (approx. $475 USD)	Enrol Now

Note: Online classes are usually delivered through Zoom video conferencing.

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Participant Reviews

“Well taught, with good materials.”
Philip, 17 April 2025

“The trainer was friendly, helpful and knowledgeable. Would recommend this course.”
Louis, 16 August 2024

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At London Academy of IT, we provide instructor-led online and in-person IT training in Data Analytics, SQL, Python, Power BI, and more. Our cutting-edge courses are designed to boost performance and enhance employability, providing the competitive edge employers look for.

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