Data Analysis & Statistics Courses in London & Online
Data analytics is one of the most in-demand skills in today’s digital world. At City Lit, our comprehensive portfolio of courses will help you confidently analyse, visualise, and interpret modern data to extract key insights. Whether you’re working with Python, Excel, Power BI, or exploring machine learning and AI, our courses are designed to enhance your career or open new opportunities in roles such as Data Analyst, Data Scientist, Digital Marketer, Project Manager, IT Systems Analyst, or Business Consultant.
What You'll Learn
Our courses cover a wide range of essential topics, including:
• Python for Data Analysis– Learn to handle large datasets, automate tasks, and create insightful visualisations.
• Data Analysis with Excel & Power BI – Master advanced Excel techniques and build interactive dashboards with Power BI.
• Algorithms in Python – Understand and implement efficient algorithms for data processing.
• Maths for Programming & Data Analysis – Strengthen your foundation in the maths behind coding and analytics.
• Linear Algebra for Machine Learning – Work with vectors, scalars, and matrices for AI and predictive models.
• Probability & Statistics for Data Analysis – Gain the statistical knowledge needed for data-driven decisions.
• Introduction to Financial Assets – Explore financial instruments and their role in analytics.
Why Choose City Lit
Our tutors are highly qualified, industry-based professionals with years of experience working with big data and advanced analytics. Whether you’re a complete beginner or building on existing skills, they’ll help you reach your goals.
Flexible Learning Options
• Part-time courses available online, in person, or hybrid
• Daytime, evening, and weekend formats
• Interactive, tutor-led sessions designed for practical application
Start your journey today with London’s leading adult education provider.
Browse our Data Analysis & Statistics courses below and enrol now!
- Excel: analysing data (stage 2)
Course start date: Sat 14 Feb 2026 (and 1 other date)Location on this date: Hybrid (choose either online or in-person)
Tutors: Nick BrownUnlock the power of pivot tables in Excel to efficiently analyse large data sets from multiple angles. This focused course teaches you how to create, edit, and customise pivot tables using drag-and-drop functionality, calculated fields, and dynamic views. Designed for learners with a solid understanding of Excel, it’s perfect for professionals who want to gain deeper insights and present data clearly and effectively. Enrol now and start turning raw data into actionable insights!
Full fee £149.00 Senior fee £119.00 Concession £97.00 - Algorithms in PythonCourse start date: Mon 16 Feb 2026
Location on this date: Online
Tutors: Rich CochraneBoost your coding skills by learning the essential algorithms and programming patterns that developers use time and again. In this hands-on course, you'll implement common solutions in Python, explore practical coding “recipes,” and gain a deeper understanding of how to write efficient, reusable code for real-world applications.
Full fee £259.00 Senior fee £207.00 Concession £168.00 - Machine learning: intermediate Course start date: Wed 25 Feb 2026 (and 1 other date)
Location on this date: Hybrid (choose either online or in-person)
Tutors: Thepan RavindranOne of the best ways to learn machine learning is to take a project from beginning to end. This course will enable you to do this, in your field of interest.Full fee £349.00 Senior fee £279.00 Concession £227.00 - Data Analytics with Python: introduction Course start date: Sun 1 Mar 2026 (and 1 other date)
Location on this date: Hybrid (choose either online or in-person)
Tutors: Kathryn ColdhamLearn how to clean, analyse, and interpret data using Python — the go-to tool for efficient, professional data work. Ideal for beginners ready to automate tasks and make smarter decisions with data.
Full fee £259.00 Senior fee £207.00 Concession £168.00 - Introduction to machine learning Course start date: Wed 29 Apr 2026
Location on this date: Hybrid (choose either online or in-person)
Tutors: Marios TsatsosOne of the great advances in technology is that machines can learn without humans teaching them explicit rules – e.g. letting machines train on samples of speech allows Siri to recognise your commands. Machine learning is a large part of artificial intelligence, and a mystery to most of us. This practical course teaches you how to program learning algorithms in Python. We will cover fundamentals of classification, natural language processing, financial predictions and much more. You will learn elements of data mining, how to choose a learning algorithm, and how to tweak parameters of the algorithm. We will briefly cover the theory behind the algorithms, so some maths knowledge is useful, but not required. To enrol, you must have experience with Python or a similar programming language, e.g. have taken City Lit’s Introduction to Python or Introduction to R programming course.Full fee £349.00 Senior fee £279.00 Concession £227.00 - Power BI: introductionCourse start date: Mon 1 Jun 2026
Location on this date: Keeley Street
Tutors: Ergi MiraMicrosoft’s PowerBI is one of the most popular data visualisation tools. Sign up today to learn how to use it to create your own dynamic reports and interactive dashboards to enhance your workflow!
Full fee £259.00 Senior fee £207.00 Concession £168.00 - Excel: analysing data (stage 1) Course start date: Sun 14 Jun 2026
Location on this date: Hybrid (choose either online or in-person)
Tutors: Abbott KatzBuild confidence working with complex data sets in Excel and learn how to draw meaningful conclusions and recommendations for non-technical stakeholders. This practical course focuses on using pivot tables, formatting techniques, and developing clear, insightful commentary to support decision-making. Perfect for professionals with basic Excel knowledge who want to enhance their analytical skills and communicate data effectively across teams. Join today and start making smarter decisions with your data!
Full fee £149.00 Senior fee £119.00 Concession £97.00
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