Professional training in London and 13 international cities info@llmi.uk

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
  • 13Upcoming dates
  • 5Cities
  • £3,850Fees 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

  1. 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
  2. 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
  3. 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
  4. 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)
  5. 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

Dates and fees

21DEC 21 - 25 Dec 20265 days BarcelonaSpain £3,850+ VAT Register
18JAN 18 - 22 Jan 20275 days AmsterdamNetherlands £4,250+ VAT Register
15FEB 15 - 19 Feb 20275 days LondonUnited Kingdom £4,200+ VAT Register
15MAR 15 - 19 Mar 20275 days MunichGermany £4,250+ VAT Register
19APR 19 - 23 Apr 20275 days BarcelonaSpain £3,850+ VAT Register
17MAY 17 - 21 May 20275 days RomeItaly £4,250+ VAT Register
21JUN 21 - 25 Jun 20275 days MunichGermany £4,250+ VAT Register
19JUL 19 - 23 Jul 20275 days LondonUnited Kingdom £4,200+ VAT Register
16AUG 16 - 20 Aug 20275 days BarcelonaSpain £3,850+ VAT Register
20SEP 20 - 24 Sep 20275 days AmsterdamNetherlands £4,250+ VAT Register
18OCT 18 - 22 Oct 20275 days LondonUnited Kingdom £4,200+ VAT Register
15NOV 15 - 19 Nov 20275 days MunichGermany £4,250+ VAT Register
20DEC 20 - 24 Dec 20275 days BarcelonaSpain £3,850+ VAT Register

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.

How much does the course cost?

Fees start from £3,850 + VAT 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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Training a team?

Any course in our catalogue can be delivered privately for your organisation, at your offices or in one of our cities, with content shaped around your goals.