Data and Analytics
TechnicalCPD accredited
Python for Business Data Analysis
5 days In person · London
Develop introductory Python skills through realistic data cleaning, analysis and reporting exercises.
Dates on request
Applied Machine Learning for Business Problems
Follow a practical modelling project from problem definition to evaluation and business interpretation.
- Duration
- 5 days
- Level
- Technical
- Delivery
- In person · London
- Location
- London
- Next date
- Dates on request
Overview
Follow a practical modelling project from problem definition to evaluation and business interpretation.
Prerequisites
- Basic Python and statistics
Who should attend
- Analysts, data professionals and technical managers
Learning objectives
By the end of the programme, participants will be able to:
- Frame a prediction problem.
- Prepare data without leakage.
- Train baseline models.
- Evaluate suitable metrics.
- Explain deployment limitations.
Practical output
Practical output
A documented modelling notebook.
Day-by-day outline
- Business question and target.
- Sampling and leakage.
- Data documentation.
- Lab: inspect a candidate dataset.
Dates & fees
Request dates
London dates for this programme have not been confirmed yet. Register your interest below with your preferred timeframe, or ask about running it privately for your team.
Register interest
Practical information
- Delivery format
- In-person classroom programme in central London. The venue is confirmed in your joining instructions, sent after booking. Also available as private in-house delivery for your organisation.
- Daily hours
- 09:30–16:30, Monday to Friday, with lunch and short breaks. Approximately 25 learning hours in total. Registration from 09:00 on the first day.
- Inclusions
- Expert-led tuition in small groups
- Digital course materials and templates
- Lunch and morning and afternoon refreshments each day
- Pre-course joining instructions
- Certificate of attendance
- Guided hands-on lab exercises
- Pre-course setup guide
Please bring a laptop you can install software on. Specific software requirements are sent with your joining instructions.
- Certificate
- London Ignite Certificate of Attendance, awarded on completion of the programme (minimum 80% attendance).
Questions about practical arrangements? Contact us.
Private delivery
Bring this programme to your organisation.
Private delivery can be arranged at your premises or an agreed venue in the UK and internationally, with content adapted to your team’s context and objectives.
Discuss in-house trainingFAQs
Programme-specific answers will be published once approved. In the meantime, please contact us with any question about this programme.
Related programmes
You may also be interested in
View programme
Data and Analytics
TechnicalCPD accredited
SQL for Business Intelligence
5 days In person · London
Query structured business data and translate results into reliable management information.
Dates on request
Data and Analytics
ExecutiveCPD accredited
Forecasting and Scenario Modelling for Managers
5 days In person · London
Compare forecasts and scenarios while making assumptions and uncertainty explicit.
Dates on request
Dates on request
5 days · Data and Analytics