I provide practical training in data analytics, statistics, research and analytical software for individuals, researchers, professionals, teams and organizations. My training approach goes beyond teaching software commands. The objective is to help learners understand the complete analytical process:
Training is available from beginner to advanced level and emphasizes practical application using real-world datasets and research problems.
Practical Stata training for data management, statistical analysis, research and reporting.
Training may cover:
Learn how to transform raw business data into interactive dashboards, reports and decision-support information.
Training may cover:
Develop practical skills for managing, analyzing and presenting data using Excel.
Training may cover:
Practical statistical analysis using SPSS for research and professional applications.
Training may cover:
Learn how Python can be used for practical data management, analysis, visualization and statistical applications.
Training may cover:
Practical training in using R for data management, statistics, visualization and research.
Training may cover:
Develop practical skills for working with structured databases and large datasets.
Training may cover:
Learn to transform data into interactive visualizations and dashboards for analysis and communication.
Training may cover:
For learners who want to understand the statistics behind the software.
Topics may include:
Practical training for researchers and professionals undertaking quantitative research.
Training may cover:
Move Beyond Classroom Examples
Where appropriate, my training uses established real-world databases so learners gain experience working with the types of data encountered in actual research and professional environments.
Datasets may include:
Health & nutrition data
Ambulatory healthcare data
Hospital ambulatory and emergency care data
Economic and development data
Cancer surveillance data
Cancer genomic and clinical data
Population and public-health data
Canadian Community Health Survey
Clinical and critical-care data
Demographic and health survey data
Training emphasizes understanding the complete workflow:
Choose the Training Approach That Fits Your Needs
Personalized training designed around your current level, objectives, preferred analytical tool and learning needs.
Suitable for professionals, researchers and individuals who prefer direct, personalized guidance.
Request One-to-One TrainingStructured training for groups with similar learning objectives.
Suitable for research teams, professional groups, institutions and organizations.
Request Group TrainingFocused live sessions covering specific analytical tools, methods, datasets or research topics.
May include:
Customized capacity-building programmes for businesses, institutions, NGOs, research organizations and professional teams.
Training can be tailored around the organization's:
Start Where You Are
For learners with little or no previous experience.
Focus:
For learners who understand the fundamentals and want to become more independent.
Focus:
For experienced users seeking deeper analytical capability.
Focus may include:
Training Philosophy
Knowing that a Stata command is regress, knowing how to create a Power BI visual, or knowing how to run a statistical test is only part of becoming an effective analyst.
My training focuses on helping learners answer questions such as:
The objective is to develop independent analytical thinking, not software dependency.
Define the research or analytical question.
Explore variables, structure, documentation and data quality.
Clean, recode, merge, restructure and address missing information appropriately.
Apply suitable statistical or analytical methods.
Understand what the results mean in the context of the problem.
Present findings through tables, visualizations, dashboards and reports.
Build Data Capability Within Your Team
Organizations can engage me to develop customized training based on their actual analytical requirements.
Training can be designed for:
Programs can focus on a particular software, statistical methodology, dataset, reporting workflow or organizational data challenge.
Depending on the engagement, learners may receive:
I also share practical educational content focused on solving real-world research problems using Stata.
Tutorials demonstrate workflows from study conceptualization and research design through data management, statistical analysis, interpretation and reporting, using real-world datasets.
Watch Wilfred The Analyst on YouTubeWhether you're starting from scratch, upskilling, working on a specific dataset or looking to strengthen your team's analytical capabilities, training can be structured around your objectives.