<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://www.hsma.co.uk/about-hsma.html</loc>
    <lastmod>2026-05-13T11:34:17.214Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/policies_and_procedures.html</loc>
    <lastmod>2026-05-13T11:34:17.687Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/faqs.html</loc>
    <lastmod>2026-05-13T11:34:17.464Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff.html</loc>
    <lastmod>2026-05-13T11:34:17.972Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/index.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/geographic.html</loc>
    <lastmod>2026-05-13T11:34:17.464Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/case-studies.html</loc>
    <lastmod>2026-05-13T11:34:17.215Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/quarto.html</loc>
    <lastmod>2026-05-13T11:34:17.815Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/3_geographic_modelling_visualisation.html</loc>
    <lastmod>2026-05-13T11:34:17.471Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/5_natural_language_processing.html</loc>
    <lastmod>2026-05-13T11:34:17.471Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_3_geographic/3d_location_allocation_problems.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_3_geographic/3a_intro_geographic_qgis.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_5_nlp/5d_nlp_hackathon.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_5_nlp/5b_ner.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_2_des/2b_simpy_des_1.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_2_des/2a_introduction_des.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1b_introduction_to_or_ds.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1e_python_1.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1g_python_3.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_7_git_streamlit/7c_advanced_streamlit.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_7_git_streamlit/7b_intro_web_apps_streamlit.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4b_logistic_regression.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4d_decision_trees_random_forests.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4e_boosted_trees_regression.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4c_ethics_in_ai.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4h_reinforcement_learning.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/4_machine_learning.html</loc>
    <lastmod>2026-05-13T11:34:17.471Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_8_modern_analytics/8b_forecasting.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_8_modern_analytics/8c_wrap_up.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_6_sd_abs/6b_abs.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/modules.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/reinforcement_learning_game.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/book_details/book_streamlit.html</loc>
    <lastmod>2026-05-13T11:34:17.466Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/book_details/book_introduction_to_python.html</loc>
    <lastmod>2026-05-13T11:34:17.466Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/books.html</loc>
    <lastmod>2026-05-13T11:34:17.469Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/projects.html</loc>
    <lastmod>2026-05-13T11:34:17.815Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/project_log_recording_app.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5009_network_analysis_diagnostics_ae/index.html</loc>
    <lastmod>2026-05-13T11:34:17.731Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5016_inequalities_demographic/index.html</loc>
    <lastmod>2026-05-13T11:34:17.737Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5014_workforce_turnover_drivers/index.html</loc>
    <lastmod>2026-05-13T11:34:17.736Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5006__ml_inequities_hospital_procedure_access/index.html</loc>
    <lastmod>2026-05-13T11:34:17.727Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5004_effect_complex_discharge_delays_acute_perform/index.html</loc>
    <lastmod>2026-05-13T11:34:17.726Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5012_forecasting_demand_clock_starts/index.html</loc>
    <lastmod>2026-05-13T11:34:17.733Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5010_health_equity_audits_cdc/index.html</loc>
    <lastmod>2026-05-13T11:34:17.733Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_in_progress.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_service_area.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_cohort.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1005_modelling_potential_impact_of_clinical_division_unit_at_RD&amp;E/index.html</loc>
    <lastmod>2026-05-13T11:34:17.695Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1002_modelling_resources_to_reduce_out_of_area_placements_MH/index.html</loc>
    <lastmod>2026-05-13T11:34:17.691Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1004_modelling_impact_regionalisation_cardiac_arrest_centres/index.html</loc>
    <lastmod>2026-05-13T11:34:17.693Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4010_pifu_digital_outpatients_elective_recovery/index.html</loc>
    <lastmod>2026-05-13T11:34:17.714Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4012_predicting_violent_incidents_mh_inpatients/index.html</loc>
    <lastmod>2026-05-13T11:34:17.718Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4000_booked_appointments_utc/index.html</loc>
    <lastmod>2026-05-13T11:34:17.709Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4002_des_adhd_autism_pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.709Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4003_des_amu_flow/index.html</loc>
    <lastmod>2026-05-13T11:34:17.710Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4001_covid_19_vaccination_demand_capacity/index.html</loc>
    <lastmod>2026-05-13T11:34:17.709Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4009_ml_admissions_los_respiratory/index.html</loc>
    <lastmod>2026-05-13T11:34:17.714Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4008_meeting_demand_111/index.html</loc>
    <lastmod>2026-05-13T11:34:17.714Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3005_simulation_paediatric_critical_care/index.html</loc>
    <lastmod>2026-05-13T11:34:17.707Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3002_elective_backlog_hip/index.html</loc>
    <lastmod>2026-05-13T11:34:17.706Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3001_crime_data_safeguarding_network/index.html</loc>
    <lastmod>2026-05-13T11:34:17.706Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/ARCHIVE/H4_4101_SIMPACT_Simulation_of_medical_patient_admission_and_care_throughput/index.html</loc>
    <lastmod>2026-05-13T11:34:17.810Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/ARCHIVE/H4_4100_Automating_and_scaling_waiting_list_equity_analysis_at_trust_level_/index.html</loc>
    <lastmod>2026-05-13T11:34:17.810Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/H5_5100_Extra_funding_allocation_inequality_tool/index.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6012_Using_classification_modelling_to investigate_changes_in_ HRG/index.html</loc>
    <lastmod>2026-05-13T11:34:17.767Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6037_mapping_health_inequalities/index.html</loc>
    <lastmod>2026-05-13T11:34:17.785Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6005_Improving_ambulance_care/index.html</loc>
    <lastmod>2026-05-13T11:34:17.760Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6035_web_app_to_recommend_appropriate_tech_enabled_care/index.html</loc>
    <lastmod>2026-05-13T11:34:17.783Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6016_Optimising_the_location_of_breast_cancer_diagnostic_services/index.html</loc>
    <lastmod>2026-05-13T11:34:17.769Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6019_clinical_coding_automation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.772Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6025_Modelling_delays_in_breast_head_neck_cancer_pathways/index.html</loc>
    <lastmod>2026-05-13T11:34:17.778Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6040_benefit_of_MECC_using_ABS/index.html</loc>
    <lastmod>2026-05-13T11:34:17.787Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6048_Concurrent_treatment_areas_RTT_pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.793Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6010_Understanding_drivers_of_increased_length_of_stay/index.html</loc>
    <lastmod>2026-05-13T11:34:17.764Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6034_Forcasting_blood_donation_sesion_capacity/index.html</loc>
    <lastmod>2026-05-13T11:34:17.782Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6064_community_rehabilitation_equity_streamlit/index.html</loc>
    <lastmod>2026-05-13T11:34:17.753Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6072_cvd_prediction_ml/index.html</loc>
    <lastmod>2026-05-13T11:34:17.754Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6071_markov_model_population_segmentation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.754Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6042_DS_delay_pathway_neurodiversity_diagnosis/index.html</loc>
    <lastmod>2026-05-13T11:34:17.745Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6028_Modelling_of_theatre_recovery_flow_requirements/index.html</loc>
    <lastmod>2026-05-13T11:34:17.741Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6057_ML_identify_factors_that_predict_cardiac_mortality/index.html</loc>
    <lastmod>2026-05-13T11:34:17.751Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6049_ML_appointments_pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.747Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6030_Exploring_factors_that_impact_opiate_cessation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.743Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6029_ML_to_identify_possible_outpatient_DNAs/index.html</loc>
    <lastmod>2026-05-13T11:34:17.742Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6050_DES_pathway_community_diagnostic_centres/index.html</loc>
    <lastmod>2026-05-13T11:34:17.747Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6033_111_downstream_forecasting/index.html</loc>
    <lastmod>2026-05-13T11:34:17.781Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6046_Proactive_Patient_attendance_prediction/index.html</loc>
    <lastmod>2026-05-13T11:34:17.791Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6009_ML_to_predict_future_fraility/index.html</loc>
    <lastmod>2026-05-13T11:34:17.764Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6070_machine_learning_hospital_readmissions/index.html</loc>
    <lastmod>2026-05-13T11:34:17.807Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6039_NLP_to_automate_classification_congenital_anomaly/index.html</loc>
    <lastmod>2026-05-13T11:34:17.786Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6011_Forecasting_modelling_for_A&amp;E_attendance/index.html</loc>
    <lastmod>2026-05-13T11:34:17.765Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6067_applying_manipulating_id_rules_specialised_services/index.html</loc>
    <lastmod>2026-05-13T11:34:17.804Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6052_GM_specialist_palliative_end_of_life_care/index.html</loc>
    <lastmod>2026-05-13T11:34:17.795Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6023_predicting_gestational_diabetes_using_ML/index.html</loc>
    <lastmod>2026-05-13T11:34:17.777Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6065_automating_injury_coding_using_language_models/index.html</loc>
    <lastmod>2026-05-13T11:34:17.803Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6026_Modelling_secondary_care_psychological_therapy_flow/index.html</loc>
    <lastmod>2026-05-13T11:34:17.779Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6055_DES_modelling_Hyperacute_Acute_Stroke_Pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.797Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6047_RALPulator/index.html</loc>
    <lastmod>2026-05-13T11:34:17.792Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6044_Population_segmentation_GP_registered_Dorset/index.html</loc>
    <lastmod>2026-05-13T11:34:17.789Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6024_Streamlit_app_for_theographs_of_patient_journeys/index.html</loc>
    <lastmod>2026-05-13T11:34:17.777Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_theme.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2008_reducing_waiting_times_spinal_patients/index.html</loc>
    <lastmod>2026-05-13T11:34:17.702Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2003_ML_outpatient_client_utlilisation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.698Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2001_understanding_delays_in_MH_in_Devon/index.html</loc>
    <lastmod>2026-05-13T11:34:17.696Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2002_RCHT_eldercare_worksforce_mapping_frailty_pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.697Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2004_reducing_delays_glaucoma_treatment_Torbay/index.html</loc>
    <lastmod>2026-05-13T11:34:17.700Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-03-31-hsma1-showcase/index.html</loc>
    <lastmod>2026-05-13T11:34:17.681Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2018-03-29-dpt-partner/index.html</loc>
    <lastmod>2026-05-13T11:34:17.686Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2025-06-23-des-workshop/index.html</loc>
    <lastmod>2026-05-13T11:34:17.686Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2025-07-17-stroke-care-news-story/index.html</loc>
    <lastmod>2026-05-13T11:34:17.686Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-10-25-hsma2-launch/index.html</loc>
    <lastmod>2026-05-13T11:34:17.684Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2018-01-17-swahsn/index.html</loc>
    <lastmod>2026-05-13T11:34:17.684Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/abs.html</loc>
    <lastmod>2026-05-13T11:34:17.214Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/policies_procedures/accessibility_statement.html</loc>
    <lastmod>2026-05-13T11:34:17.687Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/ae_forecasting.html</loc>
    <lastmod>2026-05-13T11:34:17.214Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/showcase.html</loc>
    <lastmod>2026-05-13T11:34:17.972Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/registering_a_project.html</loc>
    <lastmod>2026-05-13T11:34:17.815Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/machine_learning.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/modules.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff/guest_lecturer_profiles/sm.html</loc>
    <lastmod>2026-05-13T11:34:17.973Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff/guest_lecturer_profiles/tm.html</loc>
    <lastmod>2026-05-13T11:34:17.973Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff/previous_staff_profiles/ec.html</loc>
    <lastmod>2026-05-13T11:34:17.974Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff/guest_lecturer_profiles/ma.html</loc>
    <lastmod>2026-05-13T11:34:17.973Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/staff/guest_lecturer_profiles/kp.html</loc>
    <lastmod>2026-05-13T11:34:17.973Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/git.html</loc>
    <lastmod>2026-05-13T11:34:17.464Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/impact_stories.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/workshop.html</loc>
    <lastmod>2026-05-13T11:34:17.974Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/books.html</loc>
    <lastmod>2026-05-13T11:34:17.215Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/drsw.html</loc>
    <lastmod>2026-05-13T11:34:17.464Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/policies_procedures/concerns_and_complaints.html</loc>
    <lastmod>2026-05-13T11:34:17.688Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/policies_procedures/code_of_conduct.html</loc>
    <lastmod>2026-05-13T11:34:17.688Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/foss.html</loc>
    <lastmod>2026-05-13T11:34:17.464Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-07-24-swasft/index.html</loc>
    <lastmod>2026-05-13T11:34:17.681Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-09-29-orsoc-award/index.html</loc>
    <lastmod>2026-05-13T11:34:17.682Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-03-10-dpt/index.html</loc>
    <lastmod>2026-05-13T11:34:17.679Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2025-05-24-showcase/index.html</loc>
    <lastmod>2026-05-13T11:34:17.686Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news/2017-10-20-uhpnt/index.html</loc>
    <lastmod>2026-05-13T11:34:17.683Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/news.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2007_can_ambulance_dispatch_codes_determine_if_really_needed/index.html</loc>
    <lastmod>2026-05-13T11:34:17.702Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2006_improving_ambulance_response_times/index.html</loc>
    <lastmod>2026-05-13T11:34:17.701Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2009_testing_intervention_to_reduce_continuing_healthcaare_assesessment_backlog/index.html</loc>
    <lastmod>2026-05-13T11:34:17.703Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2005_optimise_catherter_lab_efficiency_predict_stoke_bed_demand/index.html</loc>
    <lastmod>2026-05-13T11:34:17.700Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_2/H2_2010_develop_model_understand_delays_to_discharge/index.html</loc>
    <lastmod>2026-05-13T11:34:17.704Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6043_smoking_cessation_success/index.html</loc>
    <lastmod>2026-05-13T11:34:17.789Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6066_evaluating_impact_of_community_diagnostic_centres/index.html</loc>
    <lastmod>2026-05-13T11:34:17.804Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6045_Forecasting_NHS_Planning_Performance_metrics/index.html</loc>
    <lastmod>2026-05-13T11:34:17.790Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6036_Forcasting_demand_RDUH_breast_care_services/index.html</loc>
    <lastmod>2026-05-13T11:34:17.784Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6032_Identifying_unpaid_carers/index.html</loc>
    <lastmod>2026-05-13T11:34:17.780Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6020_modelling_111_option_2_call_centre/index.html</loc>
    <lastmod>2026-05-13T11:34:17.774Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6007_Modelling_eye_injection_pathways/index.html</loc>
    <lastmod>2026-05-13T11:34:17.761Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6061_analysis_forecasting_hospital_referrals/index.html</loc>
    <lastmod>2026-05-13T11:34:17.801Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6002_GM_healthcare_worker_vaccination_uptake/index.html</loc>
    <lastmod>2026-05-13T11:34:17.757Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6069_wordclouds_referral_information/index.html</loc>
    <lastmod>2026-05-13T11:34:17.805Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6000_core20plus50_ml_explainable_ai_mental_health_dnas/index.html</loc>
    <lastmod>2026-05-13T11:34:17.755Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6018_predicting_risk_of_injurious_falls/index.html</loc>
    <lastmod>2026-05-13T11:34:17.771Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6021_predicting_future_demand_renal_replacement_therapy/index.html</loc>
    <lastmod>2026-05-13T11:34:17.775Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6062_primary_care_load_management_tool/index.html</loc>
    <lastmod>2026-05-13T11:34:17.802Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6013_Modelling_bed_occupancy_acute_ward/index.html</loc>
    <lastmod>2026-05-13T11:34:17.767Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6006_DES_childrens_ADHD_diagnosis_and_treatment/index.html</loc>
    <lastmod>2026-05-13T11:34:17.761Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6053_pathologies_requiring_ITU_admission/index.html</loc>
    <lastmod>2026-05-13T11:34:17.749Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6051_ABS_influences_access_hospice_care/index.html</loc>
    <lastmod>2026-05-13T11:34:17.748Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6014_Modelling_musculoskeletal_physiotherapy_services/index.html</loc>
    <lastmod>2026-05-13T11:34:17.738Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6027_Pharmacy_clinical_priortisation_tool/index.html</loc>
    <lastmod>2026-05-13T11:34:17.741Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6059_modelling_sdec_pathways/index.html</loc>
    <lastmod>2026-05-13T11:34:17.751Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6054_DES_model_of_North_West_Renal_Dialysis_Unit_CKD dialysis provision/index.html</loc>
    <lastmod>2026-05-13T11:34:17.750Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6031_ABS_to_understand_criminal_adoption_new_technologies/index.html</loc>
    <lastmod>2026-05-13T11:34:17.744Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6038_Ml_identifying_deteminants_prostate_cancers/index.html</loc>
    <lastmod>2026-05-13T11:34:17.744Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6022_Intelligent_pathway_management/index.html</loc>
    <lastmod>2026-05-13T11:34:17.739Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/ARCHIVE/H6_6004_DES_orthopaedic_theatre_capacity_optimisation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.737Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6003_DESmond_62_day_prostate_cancer_pathway/index.html</loc>
    <lastmod>2026-05-13T11:34:17.759Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6063_modelling_talking_therapies_clinical_pathway_using_des/index.html</loc>
    <lastmod>2026-05-13T11:34:17.802Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6015_Forecasting_the_supply_of_medical_doctors/index.html</loc>
    <lastmod>2026-05-13T11:34:17.769Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6058_ml_tool_to_predict_dnas/index.html</loc>
    <lastmod>2026-05-13T11:34:17.798Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6017_Referral_to  treatment_waiting_times_for_Neurosurgical_patients/index.html</loc>
    <lastmod>2026-05-13T11:34:17.770Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6060_optimising_resourcing/index.html</loc>
    <lastmod>2026-05-13T11:34:17.799Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6041_patients_risk_integrated_neighbourhood_teams/index.html</loc>
    <lastmod>2026-05-13T11:34:17.788Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6056_Redrawing_NW_Ambulance_dispatch_boundaries/index.html</loc>
    <lastmod>2026-05-13T11:34:17.798Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6008_Modelling_GP_phone_calls/index.html</loc>
    <lastmod>2026-05-13T11:34:17.763Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_6/H6_6001_DES_modelling_non_elective_flow/index.html</loc>
    <lastmod>2026-05-13T11:34:17.756Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/H1_1100_Geographic_modelling_of_resource_utilisation_at_DAA/index.html</loc>
    <lastmod>2026-05-13T11:34:17.813Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/ARCHIVE/H5_5102_Using_ML_to predict_whether_patient_might_develop_SSI/index.html</loc>
    <lastmod>2026-05-13T11:34:17.812Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_alumni/ARCHIVE/H5_5101_Modelling_resourcing_scenarios_to_meet_increases_in_demand_Devon_eye_clinic/index.html</loc>
    <lastmod>2026-05-13T11:34:17.811Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_organisation.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3000_ai_sentiment_tweet/index.html</loc>
    <lastmod>2026-05-13T11:34:17.706Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3004_ml_nlp/index.html</loc>
    <lastmod>2026-05-13T11:34:17.707Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_3/h3_3003_generic_vaccination/index.html</loc>
    <lastmod>2026-05-13T11:34:17.706Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4006_des_flow_performance_utc/index.html</loc>
    <lastmod>2026-05-13T11:34:17.712Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4011_predicting_non_elective_admissions/index.html</loc>
    <lastmod>2026-05-13T11:34:17.715Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4015_spatial_modelling_crime/index.html</loc>
    <lastmod>2026-05-13T11:34:17.720Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4013_reducing_travel_times_cardiac_patients/index.html</loc>
    <lastmod>2026-05-13T11:34:17.719Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4004_des_cbt_iapt/index.html</loc>
    <lastmod>2026-05-13T11:34:17.712Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4007_forecasting_los_ed/index.html</loc>
    <lastmod>2026-05-13T11:34:17.714Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4005_des_delays_cancer_diagnosis_treatment/index.html</loc>
    <lastmod>2026-05-13T11:34:17.712Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_4/h4_4014_service_planning_inequalities_carbon_output/index.html</loc>
    <lastmod>2026-05-13T11:34:17.720Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1003_modelling_impact_strategies_to_improve_weekend_discharge/index.html</loc>
    <lastmod>2026-05-13T11:34:17.692Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1001_modelling _resources_to_run_acute_frailty_unit_Cornwall/index.html</loc>
    <lastmod>2026-05-13T11:34:17.690Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_1/H1_1000_modelling_A&amp;E_flows_to_inform_redesign/index.html</loc>
    <lastmod>2026-05-13T11:34:17.690Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_methods.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/completed_projects.html</loc>
    <lastmod>2026-05-13T11:34:17.688Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_by_service_type_location.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5008_multiobjective_neonatal_optimisation/index.html</loc>
    <lastmod>2026-05-13T11:34:17.729Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5005_des_elective_surgery_pathways/index.html</loc>
    <lastmod>2026-05-13T11:34:17.727Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5015_des_dorset_rheumatology/index.html</loc>
    <lastmod>2026-05-13T11:34:17.736Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5013_understanding_excess_mortality/index.html</loc>
    <lastmod>2026-05-13T11:34:17.733Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5002_nlp_drug_content/index.html</loc>
    <lastmod>2026-05-13T11:34:17.723Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/hsma_5/h5_5003_des_bottlenecks_amu/index.html</loc>
    <lastmod>2026-05-13T11:34:17.725Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/previous_projects/projects_with_code.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/nlp.html</loc>
    <lastmod>2026-05-13T11:34:17.687Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/des_playground.html</loc>
    <lastmod>2026-05-13T11:34:17.469Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/book_details/book_des.html</loc>
    <lastmod>2026-05-13T11:34:17.465Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/book_details/book_machine_leaning.html</loc>
    <lastmod>2026-05-13T11:34:17.466Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/books/book_details/book_geographic_modelling.html</loc>
    <lastmod>2026-05-13T11:34:17.466Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/desperately_seeking_simulation_workshop.html</loc>
    <lastmod>2026-05-13T11:34:17.469Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_6_sd_abs/6a_system_dynamics.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_6_sd_abs/6c_abs_mesa.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_8_modern_analytics/8a_reproducibility_quarto_xlsxwriter.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/1_intro_or_ds_python.html</loc>
    <lastmod>2026-05-13T11:34:17.471Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4j_optimising_ml_models.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4f_neural_networks.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4i_synthetic_data.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4g_explainable_ai.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_4_ml/4a_intro_ml.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/6_system_dynamics_agent_based_simulation.html</loc>
    <lastmod>2026-05-13T11:34:17.472Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_7_git_streamlit/7a_version_control_git.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1d_ides_python_parlance.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1a_hsma_induction_welcome_to_hsma.html</loc>
    <lastmod>2026-05-13T11:34:17.474Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1c_principles_of_programming.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_1_or_ds_python/1f_python_2.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_2_des/2c_simpy_des_2.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_5_nlp/5a_intro_nlp.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_5_nlp/5c_sentiment_analysis.html</loc>
    <lastmod>2026-05-13T11:34:17.476Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/8_modern_analytics.html</loc>
    <lastmod>2026-05-13T11:34:17.473Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_3_geographic/3c_interactive_maps_and_travel_time_data.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/module_3_geographic/3b_advanced_qgis_python_mapping.html</loc>
    <lastmod>2026-05-13T11:34:17.475Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/7_git_and_web_development.html</loc>
    <lastmod>2026-05-13T11:34:17.473Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/hsma_content/modules/current_module_details/2_des.html</loc>
    <lastmod>2026-05-13T11:34:17.471Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/learn.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/lambda.html</loc>
    <lastmod>2026-05-13T11:34:17.677Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/web_development.html</loc>
    <lastmod>2026-05-13T11:34:17.974Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/project_faqs.html</loc>
    <lastmod>2026-05-13T11:34:17.814Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/phase_2_details.html</loc>
    <lastmod>2026-05-13T11:34:17.687Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/assessment_faqs.html</loc>
    <lastmod>2026-05-13T11:34:17.214Z</lastmod>
  </url>
  <url>
    <loc>https://www.hsma.co.uk/des.html</loc>
    <lastmod>2026-05-13T11:34:17.215Z</lastmod>
  </url>
</urlset>
