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128<h1 class="title">Teaching</h1>
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130
131
132
133<div class="quarto-title-meta">
134
135    
136  
137    
138  </div>
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140
141
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148<div class="media-card">
149<p><img src="content/courses/gdsl_density_africa.jpg" class="img-fluid" alt="Geographic Data Science course preview"></p>
150<section id="geographic-data-science" class="level3">
151<h3 data-anchor-id="geographic-data-science">Geographic Data Science</h3>
152<p><span class="meta">The intersection of GIS and Data Science, applied to real-world problems in R and Python. Co-taught with Dr Carmen Cabrera. UG/MSc, Liverpool.</span></p>
153<p><a href="https://gdsl-ul.github.io/gds/">Course website</a></p>
154</section>
155</div>
156<div class="media-card">
157<p><img src="content/courses/adv_geovis.jpg" class="img-fluid" alt="Advanced Geovisualisation course preview"></p>
158<section id="advanced-geovisualisation" class="level3">
159<h3 data-anchor-id="advanced-geovisualisation">Advanced Geovisualisation</h3>
160<p><span class="meta">Modern web mapping and interactive geovisualisation for spatial data in Python. MSc, Liverpool.</span></p>
161<p><a href="https://gdsl-ul.github.io/wma/">Course website</a></p>
162</section>
163</div>
164<div class="media-card">
165<p><img src="content/courses/css.png" class="img-fluid" alt="Population Data Science course preview"></p>
166<section id="computational-social-science" class="level3">
167<h3 data-anchor-id="computational-social-science">Computational Social Science</h3>
168<p><span class="meta">Data science methods for social science questions: supervised and unsupervised machine learning, network analysis, and time series. Co-designed with Prof Francisco Rowe and Dr Carmen Cabrera. MSc, Liverpool.</span></p>
169<p><a href="https://www.population-science.net/">Course website</a></p>
170</section>
171</div>
172<div class="media-card">
173<p><img src="content/courses/Imago_training.JPG" class="img-fluid" alt="IMAGO training course preview"></p>
174<section id="imago-training" class="level3">
175<h3 data-anchor-id="imago-training">IMAGO Training</h3>
176<p><span class="meta">Hands-on training in imagery data for research on sustainability, prosperity, and wellbeing. Part of the ESRC SDR-UK Imago Data Service.</span></p>
177<p><a href="https://imago-sdruk.github.io/Imago_training/">Course website</a></p>
178</section>
179</div>
180<div class="media-card">
181<p><img src="content/courses/r_carto.png" class="img-fluid" alt="RCarto training preview"></p>
182<section id="rcarto-spatial-data-science-with-r-or-python-in-french" class="level3">
183<h3 data-anchor-id="rcarto-spatial-data-science-with-r-or-python-in-french">RCarto — Spatial data science with R or Python in French</h3>
184<p><span class="meta">Two-day hands-on training in spatial data science with R — from mapping and reprojection to geoprocessing and spatial interpolation. Uses real data from London, Paris, and Corsica. Delivered in French.</span></p>
185<p><a href="https://pietrostefani.github.io/Rcarto/">Course website</a>
185 · <a href="mailto:[email protected]?subject=Training%20enquiry">Get in touch</a> for similar training</p>
186</section>
187</div>
188</div>
189</section>
190<section id="past" class="level2">
191<h2 data-anchor-id="past">Past</h2>
192<div class="media-grid">
193<div class="media-card">
194<p><img src="content/courses/osm.jpg" class="img-fluid" alt="Applied Geographic Data Science course preview"></p>
195<section id="applied-geographic-data-science" class="level3">
196<h3 data-anchor-id="applied-geographic-data-science">Applied Geographic Data Science</h3>
197<p><span class="meta">Applied GIS techniques for social science research in QGIS and R. MSc, LSE (2021–2023).</span></p>
198<p><a href="https://www.lse.ac.uk/resources/calendar2025-2026/courseGuides/GY/2025_GY476.htm">Course website</a></p>
199</section>
200</div>
201<div class="media-card">
202<p><img src="content/courses/gy245.jpg" class="img-fluid" alt="Quantitative Methods in Geography course preview"></p>
203<section id="quantitative-methods-in-geography" class="level3">
204<h3 data-anchor-id="quantitative-methods-in-geography">Quantitative Methods in Geography</h3>
205<p><span class="meta">Regression analysis and GIS foundations for geographical research. BSc, LSE (2016–2017).</span></p>
206<p><a href="https://www.lse.ac.uk/resources/calendar2025-2026/courseGuides/GY/2025_GY245.htm">Course website</a></p>
207</section>
208</div>
209<div class="media-card">
210<p><img src="content/courses/econ_geo.jpeg" class="img-fluid" alt="Introduction to Geographical Research course preview"></p>
211<section id="introduction-to-geographical-research" class="level3">
212<h3 data-anchor-id="introduction-to-geographical-research">Introduction to Geographical Research</h3>
213<p><span class="meta">Foundations of geographical research methods and quantitative analysis in Stata. BA, LSE (2019).</span></p>
214</section>
215</div>
216<div class="media-card">
217<p><img src="content/courses/fig9_bis.jpg" class="img-fluid" alt="ArcGIS for Urban Planners course preview"></p>
218<section id="arcgis-for-urban-planners" class="level3">
219<h3 data-anchor-id="arcgis-for-urban-planners">ArcGIS for Urban Planners</h3>
220<p><span class="meta">GIS analysis techniques for regional and urban planning research. MSc, LSE (2017–2020).</span></p>
221</section>
222</div>
223<div class="media-card">
224<p><img src="content/courses/Beirut_pp.JPG" class="img-fluid" alt="Prosperity Index Citizen Science Training preview"></p>
225<section id="prosperity-index-citizen-science-training" class="level3">
226<h3 data-anchor-id="prosperity-index-citizen-science-training">Prosperity Index Citizen Science Training</h3>
227<p><span class="meta">Workshop series on citizen science data collection methods for urban prosperity research. RELIEF Centre, UCL (2019–2020).</span></p>
228</section>
229</div>
230</div>
231
232
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234
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540              gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
541              gutterDiv.style.position = 'absolute';
542              const codeCell = window.document.getElementById(targetCell);
543              const gutter = codeCell.querySelector('.code-annotation-gutter');
544              gutter.appendChild(gutterDiv);
545            }
546            gutterDiv.style.top = top - 2 + "px";
547            gutterDiv.style.height = height + 4 + "px";
548          }
549          selectedAnnoteEl = annoteEl;
550        }
551      };
552      const unselectCodeLines = () => {
553        const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
554        elementsIds.forEach((elId) => {
555          const div = window.document.getElementById(elId);
556          if (div) {
557            div.remove();
558          }
559        });
560        selectedAnnoteEl = undefined;
561      };
562        // Handle positioning of the toggle
563    window.addEventListener(
564      "resize",
565      throttle(() => {
566        elRect = undefined;
567        if (selectedAnnoteEl) {
568          selectCodeLines(selectedAnnoteEl);
569        }
570      }, 10)
571    );
572    function throttle(fn, ms) {
573    let throttle = false;
574    let timer;
575      return (...args) => {
576        if(!throttle) { // first call gets through
577            fn.apply(this, args);
578            throttle = true;
579        } else { // all the others get throttled
580            if(timer) clearTimeout(timer); // cancel #2
581            timer = setTimeout(() => {
582              fn.apply(this, args);
583              timer = throttle = false;
584            }, ms);
585        }
586      };
587    }
588      // Attach click handler to the DT
589      const annoteDls = window.document.querySelectorAll('dt[data-target-cell]');
590      for (const annoteDlNode of annoteDls) {
591        annoteDlNode.addEventListener('click', (event) => {
592          const clickedEl = event.target;
593          if (clickedEl !== selectedAnnoteEl) {
594            unselectCodeLines();
595            const activeEl = window.document.querySelector('dt[data-target-cell].code-annotation-active');
596            if (activeEl) {
597              activeEl.classList.remove('code-annotation-active');
598            }
599            selectCodeLines(clickedEl);
600            clickedEl.classList.add('code-annotation-active');
601          } else {
602            // Unselect the line
603            unselectCodeLines();
604            clickedEl.classList.remove('code-annotation-active');
605          }
606        });
607      }
608  const findCites = (el) => {
609    const parentEl = el.parentElement;
610    if (parentEl) {
611      const cites = parentEl.dataset.cites;
612      if (cites) {
613        return {
614          el,
615          cites: cites.split(' ')
616        };
617      } else {
618        return findCites(el.parentElement)
619      }
620    } else {
621      return undefined;
622    }
623  };
624  var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
625  for (var i=0; i<bibliorefs.length; i++) {
626    const ref = bibliorefs[i];
627    const citeInfo = findCites(ref);
628    if (citeInfo) {
629      tippyHover(citeInfo.el, function() {
630        var popup = window.document.createElement('div');
631        citeInfo.cites.forEach(function(cite) {
632          var citeDiv = window.document.createElement('div');
633          citeDiv.classList.add('hanging-indent');
634          citeDiv.classList.add('csl-entry');
635          var biblioDiv = window.document.getElementById('ref-' + cite);
636          if (biblioDiv) {
637            citeDiv.innerHTML = biblioDiv.innerHTML;
638          }
639          popup.appendChild(citeDiv);
640        });
641        return popup.innerHTML;
642      });
643    }
644  }
645});
646</script>
646
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656    <div class="nav-footer-right">
657<p><i class="bi bi-code-slash" aria-hidden="true"></i> Built with Quarto</p>
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