Professional training course · DMBI-001
Advanced Data Analysis Techniques
Data-driven decision-making is now essential across all industries, from engineering and construction to business and technology. This course equips participants with…
- 5 daysClassroom or online
- 13Upcoming dates
- 5Cities
- £2,750Fees from
Course overview
Why Attend
Data-driven decision-making is now essential across all industries, from engineering and construction to business and technology. This course equips participants with advanced data analysis techniques to transform raw data into meaningful insights that support strategic and operational decisions. Participants will learn how to handle complex datasets, apply statistical and analytical methods, and use modern tools to identify trends, patterns, and performance indicators. By attending, you will significantly improve your ability to support evidence-based decisions, optimize processes, and enhance organizational performance.
Course Methodology
This course combines conceptual explanations with hands-on practice using real-world datasets. Participants will engage in guided exercises, case studies, and problem-solving sessions. Practical demonstrations using analytical tools (such as Excel advanced functions, Power BI, or Python-based analysis concepts) will be included depending on the training level. Group discussions and scenario-based learning will help reinforce applied analytical thinking.
Course Objectives
By the end of this course, participants will be able to:
- Understand advanced concepts in data analysis and interpretation
- Clean, structure, and prepare complex datasets for analysis
- Apply statistical methods for decision-making
- Identify trends, correlations, and patterns in data
- Use data visualization techniques to communicate insights effectively
- Apply predictive and descriptive analytics techniques
- Improve reporting and business intelligence capabilities
- Support data-driven strategic decisions
Target Audience
- Data Analysts and Business Analysts
- Engineers and Technical Professionals
- Project and Operations Managers
- Financial Analysts and Consultants
- IT Professionals working with data systems
- Decision-makers seeking analytical skills
Target Competencies
- Data interpretation and critical thinking
- Statistical analysis and modeling
- Data cleaning and preparation
- Data visualization and reporting
- Analytical problem-solving
- Business intelligence understanding
- Decision support using data insights
Course outline
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1Day 1: Foundations of Advanced Data Analysis
- Role of data analysis in decision-making
- Types of data and data structures
- Data lifecycle: collection, processing, analysis
- Introduction to descriptive and inferential analytics
- Overview of analytical tools and environments
-
2Day 2: Data Preparation and Transformation
- Data cleaning techniques and error handling
- Handling missing data and outliers
- Data normalization and transformation methods
- Data integration from multiple sources
- Building structured datasets for analysis
-
3Day 3: Statistical Analysis and Interpretation
- Descriptive statistics and summary measures
- Probability concepts in data analysis
- Correlation and regression analysis
- Hypothesis testing fundamentals
- Interpretation of statistical outputs
-
4Day 4: Data Visualization and Insights
- Principles of effective data visualization
- Charts, dashboards, and reporting techniques
- Storytelling with data
- KPI tracking and performance dashboards
- Introduction to BI tools (e.g., Power BI concepts)
-
5Day 5: Predictive Analytics and Practical Applications
- Introduction to predictive modeling concepts
- Trend analysis and forecasting techniques
- Decision-making using analytical models
- Case studies from real-world industries
- Final project: end-to-end data analysis exercise
Schedule
Dates and fees
13 upcoming dates in 5 cities. Fees are per delegate; bring colleagues and every seat is discounted. Every date can also be joined live online for £1,280.
No dates in this city right now. Request a quotation and we will suggest the nearest date.
Join the class in real time from your office or home: live sessions with the trainer, group discussion, course materials and a certificate of completion. Joining details are emailed before the course starts.
Questions
Frequently asked questions
How long is the Advanced Data Analysis Techniques course?
The course runs over 5 days of classroom training, usually Monday to Friday.
When is the next Advanced Data Analysis Techniques course?
The next public date is 21 - 25 Dec 2026 in Barcelona. There are 13 upcoming dates in total.
Where is this course held?
Upcoming sessions run in Barcelona, Amsterdam, London, Munich, Rome.
Can I take Advanced Data Analysis Techniques online?
Yes. Every date can also be joined live online in a virtual classroom with the trainer, for £1,280 per participant. Choose "Live online" in the dates table when you register.
How much does the course cost?
Fees start from £2,750 per delegate, depending on the city. Fees include tuition and course materials.
Do participants receive a certificate?
Yes. Delegates who complete the course receive a London Leadership Management Innovation certificate of completion.
Can this course be delivered in-house for our team?
Yes. LLMI can tailor and deliver this course privately for your organisation at your premises or in one of our training cities.
Course information last updated 14 November 2026.
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