Workshops, Courses & Bootcamps
At UpSight, we offer high-quality, modular training in data analysis, AI, machine learning, programming, and quantitative methods–designed to build analytical capacity across all skill levels. Centered around standalone workshops that can be combined into tailored courses or bootcamps, our format offers flexibility without compromising depth.
We adapt our training to the needs and structure of your organization–whether you’re aiming to upskill non-technical staff or advance the expertise of established analysts. Programs are offered at beginner, intermediate, and advanced levels, and can be delivered online or in person, in both Swedish and English.
Our instructors are experienced academics with strong backgrounds in teaching university-level courses in statistics, programming, and machine learning. We combine subject-matter expertise with proven pedagogical methods to deliver training that is clear, hands-on, and directly relevant to the real-world challenges your teams face.
Click below to expand the lists of available workshops, courses, and bootcamps!
Workshops
Our workshop catalog, provided below, covers the entire data analysis pipeline–from foundational data handling and visualization to advanced forecasting and machine learning. All workshops can be tailored to your organizational needs and the content adapted to your objectives.
Data Analysis Workshops
Foundational tools for working with structured and unstructured data
Data Manipulation
- Master the foundations of data cleaning, transformation, and organization using efficient, reproducible workflows. This workshop equips teams to handle real-world data challenges with confidence and precision.
Data Exploration
- Learn how to explore, summarize, and compare datasets to uncover patterns, anomalies, and relationships. This workshop develops the analytical intuition necessary to interpret complex data and inform more in-depth analysis.
Statistical Modeling
- Gain a practical introduction to linear and logistic regression, with emphasis on model specification, diagnostics, and interpretation. Participants will learn to build robust models and draw meaningful conclusions from data.
Data Visualization & Communication Workshops
Communicate data clearly, effectively, and persuasively
Data Visualization
- Learn to create clear, professional visualizations–from line plots and bar charts to advanced, customized figures. This workshop focuses on turning data into compelling visuals that support analysis and enhance communication.
Data Communication through Storytelling
- Master the art of crafting data-driven narratives that engage, persuade, and inform. This workshop teaches participants to frame insights effectively, aligning visualizations and analysis with clear, impactful messaging.
Visualizing Data using Maps
- Learn to create compelling spatial visualizations using techniques such as choropleth maps, heatmaps, and spatial overlays. This workshop equips participants to turn location-based data into meaningful, geo-based insight.
Data Visualization for Machine Learning
- Explore how to visualize and interpret patterns, performance, and predictions from machine learning models. This hands-on workshop helps teams communicate model insights clearly and responsibly to both technical and non-technical audiences.
Machine Learning Workshops
Modern methods for pattern detection, prediction, and explanation
Machine Learning Fundamentals
- Get a clear introduction to core machine learning concepts, including supervised and unsupervised methods such as decision trees, random forests, and clustering. This workshop lays the groundwork for applying machine learning to real-world problems.
Forecasting
- Learn the essentials of predictive modeling, with a focus on training models, evaluating forecast accuracy, and tuning for optimal performance. This workshop equips teams to make informed, forward-looking decisions using data.
Interpretable machine learning
- Understand and explain complex machine learning models using techniques like variable importance, partial dependence plots, and SHAP values. This workshop empowers teams to build trust and transparency into their AI-driven decisions.
AI & LLM Workshops
Leverage AI Tools to increase productivity and organizational capacity
Prompting 101.
- Discover the fundamental principles of effective AI prompting to produce more accurate, relevant, and reliable outputs. This workshop helps teams enhance their use of AI tools across a range of everyday workflows.
AI: Tools and Applications
- Get a strategic overview of today’s most powerful AI and large language model (LLM) tools, their real-world use cases, and how to integrate them effectively into your organization’s workflows to enhance workflows and productivity.
AI for text-based content
- Discover how to use AI tools to draft, refine, and accelerate the creation of high-quality written content. This workshop helps teams boost productivity while maintaining clarity, tone, and purpose across communications.
AI for programming
- Learn how to integrate AI tools into your development process to generate code, automate repetitive tasks, and debug more efficiently. This hands-on workshop is designed to accelerate workflows and enhance programming productivity.
R Programming Workshops
Build your capacity for reproducible, scalable, and automated workflows using R
Fundamentals of R
- Build a solid foundation in R programming–from basic syntax and data structures to writing functions, developing packages, and creating efficient, modular workflows. This workshop is ideal for teams looking to adopt R for analysis and reporting.
Reports & Presentations in R
- Learn to create dynamic, reproducible, and customizable reports and presentations using Quarto. This workshop helps teams communicate analytical results clearly and professionally–directly from their R workflows.
Apps & Dashboards in R
- Learn to build interactive web applications and dashboards using Shiny, with a focus on intuitive layout design and deployment essentials. This workshop enables teams to transform analyses into user-friendly, accessible tools.
Courses & Bootcamps
Bootcamps and courses combine several of the workshops into packages designed for developing a full set of skills. Bootcamps provide intensive, hands-on learning over a short period, while courses deliver the same content at a slower pace, allowing more time for reflection and practice. All trainings are tailored to your organization’s context and goals, and custom bootcamps or courses can be built to meet your specific needs.
Data Analysis Foundations
For teams Getting Started with Structured Data Workflows
Included Workshops:
Build a strong foundation in R and develop the essential skills for working confidently with structured data. Through hands-on training in data manipulation and exploration, this bootcamp equips teams to clean, transform, and analyze datasets–laying the groundwork for efficient, reproducible workflows in any data-driven organization.
Data Communication & Mapping
For those working with geographically structured or public-facing data
Included Workshops:
This bootcamp equips teams to communicate complex data clearly and persuasively, with a focus on visual storytelling and spatial insight. Participants learn to design impactful graphics, create map-based visualizations, and craft narratives that make data accessible and engaging for both public and professional audiences.
Evidence & Insight
For professionals who need to turn data into clear, interpretable conclusions
Included Workshops:
This bootcamp strengthens participants’ ability to analyze data critically and communicate results with clarity. Through hands-on training in statistical modeling, data visualization, and narrative storytelling, teams learn to turn analytical findings into compelling, actionable insights for diverse audiences.
Forecasting & Machine Learning
For analysts and researchers moving into predictive modeling
Included Workshops:
This training module offers a practical introduction to modern predictive modeling, equipping participants with tools to build, evaluate, and interpret machine learning models. Emphasizing both forecasting accuracy and interpretability, it helps analysts and researchers apply predictive insights to real-world decision-making with confidence and clarity.
AI Foundations
Boost Organizational Productivity with AI
Included Workshops:
This training module introduces teams to the practical use of AI across everyday workflows–from generating content and writing code to selecting the right tools and prompting effectively. Participants gain a strategic understanding of how to integrate AI into their organization to streamline processes, support decision-making, and boost productivity.
R for Reporting & Automation
For teams aiming to automate analysis and reporting workflows
Included Workshops:
Designed for teams looking to automate and scale their analytical output, this bootcamp covers the full reporting workflow in R–from writing clean, reusable code to producing dynamic reports with Quarto and building interactive dashboards with Shiny. Participants gain the skills to transform routine analysis into efficient, automated processes.
