Instats
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Instats is a mission-driven organization devoted to improving research practices through expert-led training for PhD and post-PhD researchers across a broad range of fields, methods, and theoretical orientations across the globe.
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Last chance to register for AI for Quantitative & Qualitative Research

disciplines #SocialTheory #Psychology #Education #ComputerScience #SoftwareEngineering #Statistics #DataScience #Python #R #GoogleColab #PositCloud #Research #ResearchTraining #Instats
AI for Quantitative & Qualitative Research - Livestream starting Oct 14, 2025 (UTC)
Join Dr Hadi Fariborzi for a one-day, immersive workshop that teaches PhD students, academics, and professional researchers how to use AI as a practical coding and interpretation partner in both Python (Google Colab) and R (Posit Cloud). Through guided, hands-on examples you’ll build a complete AI-assisted mini research project—importing and cleaning data, running classical and advanced models (ANOVA, regression, multilevel models, SEM), doing thematic qualitative analysis and large-scale text mining, and producing reproducible narrative reports—while learning prompt strategies, debugging, and ethical documentation. Participants leave with downloadable Colab/Posit notebooks, an AI prompt library, cheat-sheets, exportable reports, and the judgment to audit AI-generated code and interpret model outputs; livestreams, recordings, and a monitored Q&A forum are available for 30 days after the seminar, and an Instats certificate (with ECTS equivalents where shown) is provided on completion. Register to gain transferable, career-relevant skills for thesis work, grant projects, teaching, and collaborative reproducible research. disciplines #SocialTheory #Psychology #Education #ComputerScience #SoftwareEngineering #Statistics #DataScience #Python #R #GoogleColab #PositCloud #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Causal Inference with AI and Machine Learning

#ComputationalSocialScience #DataAnalytics #DataScience #Economics #PublicPolicy #Statistics #Econometrics #ComputerScience #RStudio #ChatGPT #Research #ResearchTraining #Instats
Causal Inference with AI and Machine Learning - Livestream starting Dec 11, 2025 (UTC)
Join an intensive two-day online workshop to master causal inference from first principles to modern causal ML: learn counterfactuals, DAGs, RCTs/IV/DiD design and diagnostics, and state-of-the-art estimators like Double Machine Learning and causal forests — all with hands-on R sessions and integrated LLM-assisted prompting for checks, placebo tests, variable engineering, and clear visual explanations of heterogeneous effects. Designed for researchers, practitioners, and policymakers who want to move beyond prediction, the course emphasizes study design, threat diagnosis, low-programming implementations, and practical reporting of assumptions and policy relevance; live via Zoom with take-home challenges, recordings, code, data, slides, and a monitored chat forum available for 30 days after the seminar. Participants receive a certificate of completion (ECTS equivalence noted for European students); basic comfort with statistics/regression helps but is not required. Learn more and enroll to sharpen your ability to estimate and explain causal effects reliably. #ComputationalSocialScience #DataAnalytics #DataScience #Economics #PublicPolicy #Statistics #Econometrics #ComputerScience #RStudio #ChatGPT #Research #ResearchTraining #Instats
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Last chance to register for Introduction to Machine Learning

#HealthSciences #NaturalSciences #SocialSciences #Education #ComputerScience #Statistics #DataScience #R #Research #ResearchTraining #Instats
Introduction to Machine Learning - Livestream starting Oct 13, 2025 (UTC)
Machine learning is now an essential research tool — join Dr Niamh Mimnagh (PR Stats) for a five-day, hands-on workshop introducing practical ML in R for PhD students, academics and professional researchers. Through live coding, worked examples and guided exercises you’ll learn modern workflows (tidymodels, caret), implement supervised and unsupervised methods (glmnet, xgboost, nnet, clustering, PCA/t-SNE), perform hyperparameter tuning and resampling, and build interpretable, publication-ready models with reproducible code and presentation-ready figures using ggplot2 and RMarkdown. The course also covers regularisation, model evaluation (RMSE, AUC, F1), handling missing data and class imbalance, time-series features, and interpretability tools (variable importance, partial dependence, SHAP-style), plus practical guidance on when ML adds value versus traditional approaches. All sessions are livestreamed via Zoom, recordings and materials are available for 30 days with a monitored Q&A forum, and participants receive a certificate of completion (ECTS-equivalent points shown for European students). Ideal for researchers who want to design and justify end-to-end ML analyses for publication — limited spaces, find out more and enroll today. #HealthSciences #NaturalSciences #SocialSciences #Education #ComputerScience #Statistics #DataScience #R #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Analyzing Complex Survey Data

#Demography #Epidemiology #PopulationHealthScience #PublicHealth #ResearchinHealthSciences #SocialSciences #Statisticalmodellingandregression #Statistics #StatisticsEducation #SurveyDesign #SurveyStatistics #DataScience #Biostati
Analyzing Complex Survey Data - Livestream starting Jan 7, 2026 (UTC)
Join a three-day hands-on workshop with Prof. Brady T. West (Survey Research Center, University of Michigan) on analyzing complex sample survey data in R (RStudio), SAS, and Stata. Designed for PhD students, faculty, and professional researchers, the seminar emphasizes applied problem solving with real survey datasets and reproducible workflows, covering survey weights and calibration, stratification and clustering, variance estimation (Taylor linearization and replicate methods), survey-weighted regression and multilevel models, and missing-data strategies so you can produce valid, defensible results for dissertations, grant-funded projects, and publications. All sessions are livestreamed via Zoom, with recordings, materials, and a monitored Q&A forum available for 30 days after the seminar, and an Instats certificate of completion (ECTS equivalents shown where applicable) provided to participants. Register now to build practical skills for rigorous, reproducible survey inference. #Demography #Epidemiology #PopulationHealthScience #PublicHealth #ResearchinHealthSciences #SocialSciences #Statisticalmodellingandregression #Statistics #StatisticsEducation #SurveyDesign #SurveyStatistics #DataScience #Biostatistics #R #RStudio #SAS #Stata #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Nonlinear Structural Equation Modeling

#Biostatistics #DataAnalytics #Econometrics #Education #Psychology #Psychometrics #Statisticalmodellingandregression #Statistics #R #Mplus #Research #ResearchTraining #Instats
Nonlinear Structural Equation Modeling - Livestream starting Jan 9, 2026 (UTC)
Join Professor Holmes Finch (Ball State University) for a focused one-day workshop on nonlinear structural equation modeling (SEM) designed for PhD students and applied researchers in biostatistics, econometrics, education, psychology, psychometrics, and data analytics — ideal for anyone who needs to model latent interactions, threshold effects, nonlinear growth, and other complex relations that linear SEM cannot capture. This hands-on seminar balances concise conceptual lectures with extended coding sessions in R (lavaan, OpenMx, semTools) and Mplus, providing working scripts, example datasets, and concrete strategies for model specification, identification, estimation (ML and Bayesian), diagnostics, convergence troubleshooting, handling missing/complex sampling, model comparison, and interpretation (including plotting and probing interactions). Materials, recordings, and a monitored Q&A forum are available for 30 days after the seminar, and participants receive an Instats certificate of completion (ECTS equivalent where indicated). Prior familiarity with basic SEM concepts and R is recommended but not required — by the end of the day you’ll be able to build and diagnose nonlinear SEMs ready for dissertations, grant proposals, and publications; register or learn more to reserve your spot. #Biostatistics #DataAnalytics #Econometrics #Education #Psychology #Psychometrics #Statisticalmodellingandregression #Statistics #R #Mplus #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Researching Work

#OrganizationStudies #Sociology #PublicPolicy #SocialTheory #Research #ResearchTraining #Instats
Researching Work - Livestream starting Nov 3, 2025 (UTC)
Join a three-day intensive online workshop on researching work led by Adia Harvey Wingfield (Department of Sociology, Washington University in St. Louis), designed for PhD students, faculty, and professional researchers; the seminar situates empirical strategies within debates on organizations, professions, labor markets, and inequality and covers topics including conceptualizing “work,” ethnography and participant observation, interviews, survey and measurement design, qualitative and mixed-methods approaches, research ethics, and translating findings into publishable articles and policy-relevant outputs—with particular attention to dynamics such as discrimination, tokenism, and wage gaps. Participants will leave with sharper, theoretically grounded research questions, clearer and feasible methodological plans, and practical guidance on ethics and dissemination; while not a step-by-step methods training, the workshop highlights what questions, data, and contributions different methodological tools can yield. All sessions are livestreamed via Zoom, with recordings, materials, and a monitored Q&A forum available for 30 days after the seminar, and attendees receive an Instats certificate of completion (ECTS-equivalent points indicated on certificates where shown). #OrganizationStudies #Sociology #PublicPolicy #SocialTheory #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Appraising and Improving Quantitative Research

#ComputationalStatistics #DataAnalytics #DataScience #Statistics #InformationScience #Education #Mathematics #Research #ResearchTraining #Instats
Appraising and Improving Quantitative Research - Livestream starting Oct 13, 2025 (UTC)
Join a one-day intensive online workshop from the Centre for Applied Statistics Courses (CASC) at University College London designed to sharpen your ability to read, interrogate and improve quantitative research in computational statistics and data science. Through short targeted lectures, hands-on group critiques of exemplar papers, and practical demonstrations you will learn how to align study design and analysis with estimands, diagnose bias and analytic pitfalls, apply reporting checklists, evaluate reproducibility, and produce actionable revisions for manuscripts, thesis chapters and grant proposals. Ideal for PhD students, postdocs, academics and experienced practitioners with basic familiarity with statistical inference (no specific software required). Sessions are livestreamed via Zoom with all recordings and materials available for 30 days; participants receive appraisal templates, a curated reading list and a certificate of completion (ECTS-equivalent points shown where applicable). Places are limited — register today to build stronger, more credible research. #ComputationalStatistics #DataAnalytics #DataScience #Statistics #InformationScience #Education #Mathematics #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Foundations of Research Design and Data Science

#Demography #ComputerScience #StatisticsEducation #Business #ComputationalStatistics #HealthEconomics #SocialSciences #InformationSystems #PopulationBiology #ComputationalSocialScience #DigitalHumanities #Histor
Foundations of Research Design and Data Science - Livestream starting Oct 14, 2025 (UTC)
Advance your research with UCL’s Centre for Applied Statistics Courses (CASC) 5-day intensive "Introduction to Research Methods and Statistics" workshop designed for PhD students, academics and professional researchers seeking practical, hands-on training in core statistical methods. This instructor-led program blends theory and applied work across topics including data collection and experimental design, descriptive statistics and visualization, hypothesis testing, correlation and regression, multivariate analysis, reproducible workflows, statistical software, model evaluation and research ethics, equipping you to choose appropriate tests, interpret outputs and communicate results confidently. Delivered live via Zoom with take-home challenges, a monitored chat forum, and all recordings/materials available for 30 days afterward (on-demand access also available), the course awards an Instats certificate of completion with ECTS equivalent indicated for European students. Spaces are limited—visit the CASC/UCL course page to learn more and register. #Demography #ComputerScience #StatisticsEducation #Business #ComputationalStatistics #HealthEconomics #SocialSciences #InformationSystems #PopulationBiology #ComputationalSocialScience #DigitalHumanities #History #Statisticalmodellingandregression #CulturalEconomics #PublicHealth #Education #Epidemiology #Biostatistics #Statistics #DataScience #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Foundations of Statistical Models and Linear Regression

#Demography #ComputerScience #StatisticsEducation #Business #ComputationalStatistics #HealthEconomics #SocialSciences #InformationSystems #PopulationBiology #ComputationalSocialScience #DigitalHumanities
Foundations of Statistical Models and Linear Regression - Livestream starting Jan 26, 2026 (UTC)
Calling all PhD students, professors and professional researchers: join the Centre for Applied Statistics Courses (CASC) at UCL for a three-day workshop, "Introduction to Regression Analysis," designed to build practical, research-ready skills in linear and generalized regression (including logistic and Poisson), diagnostics, model selection, interactions and categorical variables. Through hands-on exercises in Stata, R and SPSS you’ll learn to run, diagnose and interpret robust models, apply techniques to real-world datasets, and communicate results clearly for publication or thesis work; an optional applied session and dataset are included so you can practice across packages. The seminar is delivered live via Zoom with take-home challenges, a monitored chat forum and recordings/materials available for 30 days after the course, and participants receive an Instats certificate on completion (with ECTS-equivalent points indicated for European students). Enhance the rigor and impact of your research—spaces are limited, so find out more and secure your place today. #Demography #ComputerScience #StatisticsEducation #Business #ComputationalStatistics #HealthEconomics #SocialSciences #InformationSystems #PopulationBiology #ComputationalSocialScience #DigitalHumanities #History #Statisticalmodellingandregression #CulturalEconomics #Biostatistics #DataScience #Statistics #Econometrics #Stata #R #SPSS #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Geospatial Data and Spatial Analysis

#ComputationalSocialScience #PoliticalScience #SocialSciences #Sociology #SocialPolicy #ResearchMethods #PublicPolicy #ComputerScience #Geography #Statistics #DataScience #R #Research #ResearchTraining #Instats
Geospatial Data and Spatial Analysis - Livestream starting Nov 21, 2025 (UTC)
Join a four-day intensive online workshop taught by Charles Crabtree (Dartmouth) to learn how to treat space as a core dimension of theory, measurement, and causal inference—designed for PhD students, academics, and professional researchers. Through hands-on R labs (sf, raster/terra, tmap/ggplot2, tidyverse) you’ll cover data acquisition and cleaning, map design, geoprocessing and spatial joins, geocoding, spatial statistics (Moran’s I, hotspot detection), and reproducible workflows, alongside conceptual grounding (CRS, MAUP, spatial dependence) and ethical considerations. All sessions are livestreamed via Zoom, with recordings, code, and datasets available for 30 days and a monitored Q&A forum for post-course support; participants receive a certificate of completion (ECTS-equivalent indicated where applicable). Gain concrete, reproducible skills to incorporate spatial thinking into your dissertation, publications, and policy-relevant research—learn more and enroll today. #ComputationalSocialScience #PoliticalScience #SocialSciences #Sociology #SocialPolicy #ResearchMethods #PublicPolicy #ComputerScience #Geography #Statistics #DataScience #R #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: AI-Enhanced Experiments

#ComputationalSocialScience #PoliticalEconomy #PoliticalScience #PublicPolicy #SocialPolicy #Sociology #ComputerScience #Statistics #SocialTheory #ChatGPT #R #Research #ResearchTraining #Instats
AI-Enhanced Experiments - Livestream starting Oct 22, 2025 (UTC)
Join Professor Charles Crabtree (Dartmouth) for a four-day live Zoom workshop (four 1.5-hour sessions) that demonstrates how Large Language Models—together with reproducible R workflows—can transform experimental treatment design. Designed for PhD students, faculty, and applied researchers, the seminar combines conceptual grounding and hands-on practice with ChatGPT and R to teach prompt engineering, multi-version vignette generation, chat-based interventions, automated lexical/readability checks, validation pipelines, preregistration, and ethics. Participants leave with prompt templates, R scripts and notebooks, a workbook of exercises, ready-to-run examples, and an Instats certificate (ECTS equivalent where shown); recordings and all materials are available for 30 days after the seminar and a monitored Q&A forum runs for post-course support. Gain practical, publishable skills to build transparent, reproducible pipelines, anticipate threats like lexical imbalance and model drift, and document LLM-assisted treatments for IRBs and publication—register now to reserve your spot. #ComputationalSocialScience #PoliticalEconomy #PoliticalScience #PublicPolicy #SocialPolicy #Sociology #ComputerScience #Statistics #SocialTheory #ChatGPT #R #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Management Theories for Researchers

#HumanResourceManagement #Leadership #Management #OrganizationalBehavior #OrganizationStudies #SocialTheory #Research #ResearchTraining #Instats
Management Theories for Researchers - Livestream starting Dec 5, 2025 (UTC)
Join our interactive online seminar for PhD students and professional researchers that critically examines the research logics and worldviews behind selected macro-level (Upper Echelons, Institutional Theory, Resource-Based View) and micro-level (Goal-Setting, Leadership styles, HRM practices) management theories. This meta-theoretical course goes beyond an introductory overview to focus on causal explanation, interpretation of meaning, and how value-neutral versus reality-constructing worldviews affect the usefulness of integrative reviews and evidence-based management—equipping early- and later-stage doctoral students with a sharper, transferable critical toolkit. Sessions are highly interactive and reading-based, delivered live via Zoom with plenary and small-group discussions; all recordings, slides and materials are available for 30 days after the seminar and an expert-moderated Q&A forum remains open for the same period. A certificate of completion (and ECTS equivalent where shown) is provided. Learn more and register here: [link] #HumanResourceManagement #Leadership #Management #OrganizationalBehavior #OrganizationStudies #SocialTheory #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: Foundations of Data Analysis with R

#Biostatistics #SoftwareEngineering #Statistics #DataScience #ComputationalBiology #StatisticsEducation #Statisticalmodellingandregression #Education #InformationScience #Bioinformatics #R #Research #ResearchTraining #Inst
Foundations of Data Analysis with R - Livestream starting Oct 29, 2025 (UTC)
Join the Centre for Applied Statistics Courses (CASC) at University College London for an intensive R workshop designed to empower PhD students, professors and professional researchers (e.g., Biostatistics, Data Science, Computational Biology) with practical skills in R and RStudio—covering data import and cleaning, exploratory data analysis, visualization, mainstream statistical tests, script writing and interpreting R output. Delivered live via Zoom with take-home challenges (and an on‑demand option), all recordings and materials are available for 30 days and an instructor‑monitored forum stays open for questions; participants receive an Instats certificate of completion (ECTS-equivalent indicated for European students). Boost the quality and efficiency of your research by gaining hands-on experience with real datasets and proven statistical workflows—visit the CASC (UCL) course page to enrol or find out more. #Biostatistics #SoftwareEngineering #Statistics #DataScience #ComputationalBiology #StatisticsEducation #Statisticalmodellingandregression #Education #InformationScience #Bioinformatics #R #Research #ResearchTraining #Instats
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Last chance to register for What is GIS? (Free Seminar)

#Geography #InformationSystems #SpatialEcology #Ecology #EarthScience #Statistics #DataScience #InformationScience #Research #ResearchTraining #Instats
What is GIS? (Free Seminar) - Livestream starting Oct 7, 2025 (UTC)
Join Dr Nick Bearman (University College London & Geospatial Training Solutions) for a free introductory GIS seminar tailored for PhD students, academics and professional researchers — learn core GIS concepts, types and sources of spatial data, effective visualization, spatial analysis techniques, common software platforms, best practices for data management, and how to integrate geospatial tools into your research with hands-on guidance. The live workshop is delivered via Zoom with all recordings and materials available for 30 days after the event, plus a monitored Q&A forum for 30 days and an Instats certificate of completion (ECTS-equivalent points shown for European students where applicable). If you want to go further, Dr Bearman also offers two multi-part courses — QGIS: A Full Course (https://instats.org/course/qgis-a-full-course2) and GIS in R: A Full Course (https://instats.org/course/gis-in-r-a-full-course2) — each available with an automatic 10% discount. Register or find out more at instats.org and give your research a spatial edge. #Geography #InformationSystems #SpatialEcology #Ecology #EarthScience #Statistics #DataScience #InformationScience #Research #ResearchTraining #Instats
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Last chance to register for Causal Machine Learning

#SocialSciences #HealthSciences #NaturalSciences #SocialTheory #ComputerScience #Economics #Statistics #DataScience #ChatGPT #Python #R #Stata #Research #ResearchTraining #Instats
Causal Machine Learning - Livestream starting Oct 6, 2025 (UTC)
Join Prof. Melvyn Weeks (University of Cambridge) for an intensive two-day workshop on causal machine learning designed for PhD students, academics and professionals who want to move beyond correlation to credible causal inference. Over eight hands-on sessions you will learn high-dimensional regularisation (lasso, double lasso), Double Selection and Double/Debiased ML (DDML), tree- and forest-based treatment-effect estimation, and how to connect classical econometric identification with modern ML—using worked notebooks and sample data in Python, R and Stata. Sessions are livestreamed via Zoom, all recordings and materials (code, data and slides) plus a monitored 30-day Q&A forum are available after the course, and participants receive a certificate of completion (ECTS-equivalent where indicated). This workshop builds on material taught with Jeff Wooldridge and will give you the conceptual shift and practical toolkit to apply rigorous causal ML methods in your research—register to secure your place. #SocialSciences #HealthSciences #NaturalSciences #SocialTheory #ComputerScience #Economics #Statistics #DataScience #ChatGPT #Python #R #Stata #Research #ResearchTraining #Instats
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Last chance to register for Causal Mediation Analysis

#Psychology #Sociology #Economics #PoliticalScience #Education #Epidemiology #PublicHealth #Biostatistics #Statistics #Stata #R #Research #ResearchTraining #Instats
Causal Mediation Analysis - Livestream starting Oct 1, 2025 (UTC)
Causal mediation analysis is essential for understanding not just whether an effect exists but how, how much, and under what conditions it operates—yet traditional mediation methods often rely on unrealistic assumptions. In this two-day online workshop led by Prof. Paola Zaninotto and Martin Danka (University College London), PhD students, academics and professional researchers in the social, health and life sciences will gain both the theoretical foundations of counterfactual causal mediation and practical skills to implement these methods in R and Stata. Topics include limitations of traditional approaches, counterfactual concepts, key identification assumptions, natural and interventional effects, g-computation, proportion mediated, handling complex confounding, and critical appraisal of assumptions, all taught through lectures and hands-on practicals. The course is accessible to those new to advanced mediation techniques as well as those seeking to deepen their expertise; sessions are livestreamed via Zoom, with recordings, code and materials available for 30 days after the workshop, a monitored Q&A forum for follow-up, and an Instats certificate of completion (with ECTS-equivalent points for European students where indicated). Find out more and register to build more rigorous, actionable causal analyses for your research. #Psychology #Sociology #Economics #PoliticalScience #Education #Epidemiology #PublicHealth #Biostatistics #Statistics #Stata #R #Research #ResearchTraining #Instats
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New Instats livestreaming seminar: AI for Data Visualization and Dashboards

disciplines #ComputerScience #Statistics #DataScience #ChatGPT #PowerBI #Python #R #Tableau #Research #ResearchTraining #Instats
AI for Data Visualization and Dashboards - Livestream starting Nov 12, 2025 (UTC)
AI for Data Visualization and Dashboards — a one-day, hands-on workshop led by Dr. Hadi Fariborzi — teaches PhD students and academic researchers how to turn raw data into AI-assisted, publication-ready visualizations and cross-platform dashboards using ChatGPT together with Power BI, Tableau, Python, and R. Through four realistic micro-projects (quantitative distributions and relationships, temporal and spatial trends, qualitative text analysis, and mixed-method dashboards) you’ll practice scripting, prompt engineering, automated data prep, reproducible charting, and AI-generated captions and narratives that meet peer-review and stakeholder expectations. Expect practical takeaways: a multi-page interactive dashboard, code snippets, a prompt library, a best-practices checklist, 30-day access to recordings and materials, a monitored Q&A forum, and a certificate of completion (ECTS-equivalent where indicated). Join us to accelerate the path from data to defensible, shareable research outputs — register or contact us to learn more. disciplines #ComputerScience #Statistics #DataScience #ChatGPT #PowerBI #Python #R #Tableau #Research #ResearchTraining #Instats
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