Data Analysis & Statistics Courses in London and Online

Data analytics is an increasingly sought-after skill. Our portfolio of courses will help you gain valuable skills so that you can confidently analyse, visualise, and make use of modern data to extract key insights. Whether you're using Python, Excel, or machine learning and AI, our Data Analysis and Statistics courses can help you enhance your existing career or open up new opportunities for you as a Data Analyst, Data Scientist, Digital Marketer, Project Manager, IT System Analyst, or Business Consultant.

As part of this series, we have also developed a range of courses to help you improve your Maths skills for programming and coding. These include Linear Algebra and Optimisation for Machine Learning, Introduction to Vectors, and Probability and Statistics for Data Analysis. We also have beginner courses for those who are new to programming with Python.

Our Data Analysis & Statistics Courses are designed to help you enter employment, advance or reskill in your career or start your own business. Currently, they are free if you are on Jobseekers' Allowance (JSA) or Employment & Support Allowance (ESA), or you live in London and your job is at risk of redundancy, or receiving other state benefits (including Universal Credit) and your monthly take-home pay is below £343.

Our tutors are highly qualified industry-based professionals with years of experience working bit data on a large scale. Whether you're a complete beginner or building on existing data analysis and programming skills, they will help you reach your goals.

Learning with us is flexible, with part-time courses available online during the daytime, evenings, and on weekends. For more information about our tutor-led interactive online courses please see our guide to online learning. Browse our Maths for programming and data analysis courses below and enrol today!

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  1. Data Analytics with Python: introduction
    Weekend
    Course start date:  Sat 18 Sep 2021 (and 1 other date)

    Location on this date:  Online (other locations are available)

    Python is the most popular programming language in the field of data analytics. Building on the skills you have learnt on one of our Introduction to Python courses (or equivalent) you will learn the basics of importing data into Python, analysing it and presenting your findings in a graphical format.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £219.00 Senior fee £175.00 Concession £110.00
    Rating:
    80% of 100
  2. Probability and statistics for Data Analysis
    Evening, ONLINE
    Course start date:  Wed 22 Sep 2021

    Location on this date:  Online

    Get a deep understanding of the underpinnings of data analysis with a focus on the most fundamental concepts and techniques.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £199.00 Senior fee £159.00 Concession £100.00
    Rating:
    60% of 100
  3. Precalculus: introduction to algebra, geometry and trigonometry
    ONLINE, Weekend
    Course start date:  Sat 25 Sep 2021

    Location on this date:  Online

    Get to grips with some of the maths you might have missed at school (or forgotten since). Essential for programmers, digital creatives and anyone considering further study in STEM subjects.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £449.00 Senior fee £359.00 Concession £225.00
  4. A beginner's guide to SQL
    Weekend
    Course start date:  Sun 26 Sep 2021

    Location on this date:  KS - Keeley Street

    An SQL database is the invisible but crucial component of many of our core computer systems. Everything from a simple Google Search, using a social network such as Facebook, purchasing goods on Amazon, using Sat Nav to plan a route, or even looking up a contact number on our iPhone, requires database functionality. On this course you will learn Structured Query Language (SQL), the language used to create, maintain and search for information on nearly all database platforms.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course takes place in the classroom, please follow this link to find out what we are doing to keep you safe: Staying COVID-19 secure at City Lit
    Full fee £99.00 Senior fee £79.00 Concession £50.00
  5. Introduction to machine learning
    Evening, ONLINE
    Course start date:  Mon 4 Oct 2021

    Location on this date:  Online

    One 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.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £249.00 Senior fee £199.00 Concession £125.00
    Rating:
    90% of 100
  6. Excel: analysing data (stage 1)
    ONLINE, Weekend
    Course start date:  Sat 9 Oct 2021

    Location on this date:  Online

    Develop essential skills to tackle complex data sets and create conclusions and recommendations for non-data minded stakeholders in your organisation. Focus on pivot tables, formatting and perfecting your commentary skills. Some familiarity with using Excel is required.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £129.00 Senior fee £103.00 Concession £65.00
  7. Introduction to SQL and Microsoft SQL Server
    Weekend
    Course start date:  Sat 16 Oct 2021

    Location on this date:  KS - Keeley Street

    An in depth knowledge of an SQL Relational Database Management System (RDBMS) and of Structured Query Language (SQL) are not just vital skills required by Database Developers and Administrators but are also indispensable tools needed by the modern Software Developer, Data Analyst and Data Scientist. On this course you will learn to create, manage and query relational databases using SQL.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course takes place in the classroom, please follow this link to find out what we are doing to keep you safe: Staying COVID-19 secure at City Lit
    Full fee £199.00 Senior fee £159.00 Concession £100.00
    Rating:
    100% of 100
  8. Introduction to artificial intelligence
    ONLINE, Weekend
    Course start date:  Sat 16 Oct 2021

    Location on this date:  Online

    Stephen Hawking and Elon Musk say it's humanity's biggest threat, but you use it every day. Learn what artificial intelligence is, what it will become, and how it works.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £99.00 Senior fee £79.00 Concession £50.00
    Rating:
    80% of 100
  9. Data Analytics with Python intermediate: importing and cleaning data
    ONLINE, Weekend
    Course start date:  Sat 16 Oct 2021

    Location on this date:  Online

    Expand your analytical skillset with this detailed course covering methods of sourcing, importing and preparing data.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £299.00 Senior fee £239.00 Concession £150.00
  10. Linear algebra: introduction
    ONLINE
    Course start date:  Fri 29 Oct 2021

    Location on this date:  Online

    Get to grips with the language of vectors and matrices, an essential tool for understanding machine learning, computer graphics, financial engineering and all other mathematical subjects.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £199.00 Senior fee £159.00 Concession £100.00
  11. Data analysis with Power BI
    Evening, ONLINE
    Course start date:  Tue 2 Nov 2021

    Location on this date:  Online

    Power BI is a Microsoft Product that is free to download and use, it allows to connect, transform, and visualize data.



    This can be done in Microsoft Power BI Desktop application or in Excel using Power Query and Power Pivot.



    The formulae language used in Power BI is called DAX: Data Analysis Expressions. Learning the basics of this



    language is crucial to be able to create dynamic reports.



    In this course, you will discover the world of Power Query and Power Pivots by learning the most basic but crucial



    functionalities of these environments including basic DAX functions.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £199.00 Senior fee £159.00 Concession £100.00
  12. Algorithms in Python
    ONLINE
    Course start date:  Wed 10 Nov 2021

    Location on this date:  Online

    Learn about common coding “recipes” and tricks of the trade that programmers use again and again and develop your coding skills by implementing them in Python.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £199.00 Senior fee £159.00 Concession £100.00
  13. Excel: analysing data (stage 2)
    ONLINE, Weekend
    Course start date:  Sun 21 Nov 2021

    Location on this date:  Online

    Develop further skills to tackle complex data sets and create conclusions and recommendations for non-data minded stakeholders in your organisation. Focus on pivot tables, look ups, formulas and perfecting your commentary skills. Intermediate/advanced Excel skills covered.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £129.00 Senior fee £103.00 Concession £65.00
  14. Data analytics with Python intermediate: analysing and visualising data
    ONLINE, Weekend
    Course start date:  Sat 27 Nov 2021

    Location on this date:  Online

    Expand your analytical skillset with this detailed course covering methods of data analysis and the presentation of findings.



    This course is FREE if a) you live in London and your job is at risk of redundancy or b) you are either on Jobseekers' Allowance (JSA) or Employment & Support Allowance(ESA) or c) you receive other state benefits (including Universal Credit). For more information click here



    This course will be delivered online. See the ‘What is the course about?’ section in course details for more information.
    Full fee £299.00 Senior fee £239.00 Concession £150.00

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