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
Batch Price: From £300   📅 View Dates & Prices
Group Booking Discount: From £240 per person  🧮 Calculate & Book
1-to-1 Training: £420  📋 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
Working with Real-World Data (APIs & JSON)
- Introduction to APIs
- Understanding JSON Data
- Making API Requests in Python
- Working with API Data
- Converting API Data to DataFrame
- Data Analysis with API Data
- Automating Data Collection
- Business Applications

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	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
Online Training using Zoom	02 May 2026 - 16 May 2026 3 Saturdays 03:00 PM - 07:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	05 May 2026 - 08 May 2026 Tue, Wed, Thu & Fri 03:00 PM - 06:00 PM BT	12-hour over 4-day	£300 £420	Enrol Now
Online Training using Zoom	11 May 2026 - 22 May 2026 Mon, Wed & Fri (2 wks) 03:00 PM - 05:00 PM BT	12-hour over 6-day	£360 £420	Enrol Now
Online Training using Zoom	08 Jun 2026 - 12 Jun 2026 Mon, Wed & Fri 10:00 AM - 02:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Classroom Training	08 Jun 2026 - 12 Jun 2026 Mon, Wed & Fri 10:00 AM - 02:00 PM BT	12-hour over 3-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
Online Training using Zoom	04 Jul 2026 - 18 Jul 2026 3 Saturdays 03:00 PM - 07:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	16 Jul 2026 - 17 Jul 2026 Thursday to Friday 10:00 AM - 04:00 PM BT	12-hour over 2-day	£420	Enrol Now
Classroom Training	16 Jul 2026 - 17 Jul 2026 Thursday to Friday 10:00 AM - 04:00 PM BT	12-hour over 2-day	£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
Online Training using Zoom	10 Aug 2026 - 14 Aug 2026 Mon, Wed & Fri 10:00 AM - 02:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Classroom Training	10 Aug 2026 - 14 Aug 2026 Mon, Wed & Fri 10:00 AM - 02:00 PM BT	12-hour over 3-day	£420	Enrol Now
Online Training using Zoom	05 Sep 2026 - 19 Sep 2026 3 Saturdays 03:00 PM - 07:00 PM BT	12-hour over 3-day	£360 £420	Enrol Now
Online Training using Zoom	17 Sep 2026 - 18 Sep 2026 Thursday to Friday 10:00 AM - 04:00 PM BT	12-hour over 2-day	£420	Enrol Now
Classroom Training	17 Sep 2026 - 18 Sep 2026 Thursday to Friday 10:00 AM - 04:00 PM BT	12-hour over 2-day	£420	Enrol Now

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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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What we do?

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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