Exam Preparation - (Jay)

Notes: -

• ABM Lac-0: - (Modelers - Managers - Pitfalls)
  1. MODELLING_AS_A_DISCIPLINE_Paper-Notes
  2. Ten_iterative_steps_in_development_and_evaluation_of_environmental_model Paper-Notes
  3. Typical_Pitfalls_of_Simulation_Modeling-Lessons_Learned_from_Armed_Forces_and_Business Paper-Notes
  4. General_Notes
  5. Questions_team_based_learning_Notes-ABM_Lac-0
• ABM Lac-1: - (Agents, Environment, Time)
  1. ABM-Lac1-Notes
  2. ABM_Lac-1-Ref_Notes-On_agent-based_software-engineering_by_NR_Jennings
• ABM Lac-2: - (Systems, Interactions, Complex System, Hierarachical, State Transition, Scale-less, Connectivity, Pattern, Emergence, What is ABM) 
  1. ABM-Lac2-Notes_with_slides
  2. ABM-Lac2-Notes_without_slides
  3. General_Notes
  4. Questions_Team_Based_Learning_Complexity_Notes_ABM_Lac-2
• ABM Lac-3: - (Designing an Agent-Based Model (ABM))
  1. ABM-Lac3-Summary
  2. ABM-Lac3-Notes
  3. A_participatory_modelling_approach_to_cognitive_mapping-Paper-Notes
• ABM Lac-4: - (Agent-Based Modelling and Simulation Processes - Verification & Validation)
  1. How_To_Validate_Agent-Based_Model-Notes
  2. ABM-Lac4-Notes
  3. General_Notes-Validation_process_for_ABM
  4. Agent-based_modelling_of_cholera_diffusion-Paper-Notes
  5. Simulating_informal_settlement_growth_in_Dar_es_Salaam_Tanzania-Paper-Notes
  6. Principles_and_Concepts_of_Agent-Based_Modelling_for_Developing_Geospatial_Simulations-Paper-Notes
  7. Agent-Based_Models_of_Geographical_Systems-Book
• ABM Lac-5: - (ODD Protocol, Agent-Environment Interaction & Agent-Agent Interation)
  1. Agent-Environment_Intersections-Notes_with_Slides
  2. Agent-Environment_Intersections-Notes_without_Slides.pdf
  3. Agent-Agent_Intersections-Notes_with_Slides
  4. Agent-Agent_Intersections-Notes_without_Slides
  5. ABM-Lac5-Notes
  6. The_ODD_Protocol_for_Describing_Agent-Based_and_Other_Simulation_Models-Paper-Notes
  7. The_ODD_protocol-A_review_and_first_update-Paper-Notes
• ABM Lac-6: - (Integrating Agent-Based Modelling and Machine Learning)
  1. ABM-Lac6-Summary
  2. ABM-Lac6-Slides
  3. General_Notes-ABM_use_case
• Example_ABM_Model-2021_VFGG_Sonderband_Augustijn-etal_revision_clean-tk-js_EW
• ABM_Revision_Q_and_A
• ABM_Revision_Q_and_A_Scanned_Version
• ML Lac-0: - (Introduction to Exploratory (Spatial) Data Analysis)
  1. ML-Lac0-Notes
  2. General_Notes_ESDA
  3. Topic_ESDA_Story_Reflections_Canvas_Answers
• ML Lac-1: - (Clusterring, Classification, K-Means)
  1. Intro_MachineLearning_Clustering-Notes
  2. Kmeans-Notes
  3. General_Notes
  4. Topic_Clustering_Story_Reflections_Canvas_Answers
  5. Ref-Link-The_Mathematics_Behind_Principal_Component_Analysis-Towards_Data_Science
  6. Ref-Link-Principal-Component-Analysis-Brilliant_Math_and_Science_Wiki
• ML Lac-2: - (Artificial Neural Networks and Self-Organizing Maps)
  1. ANN_and_SOM-Notes
  2. Topic_Supervised_Learning_Story_Reflections_Answers
  3. Ref-Link-How_does_Self_Organizing_Map_SOM_Algorithm_work-Towards_Data_Science
  4. Ref-Link-Introduction_to_artificial_neural_networks
  5. Ref-Link-Self_organizing_networks
• ML Lac-3: - (Decision Trees and Random Forests)
  1. ​​​​​​​​​​​​​​DT_RF-Notes
  2. General_Notes-Decision_tree_and_Random_forest
  3. Team_based_learnin-DT_RF
• RF_SVM-Notes
• ​​​​​​​ML_Revision_Q_and_A
• ML_Revision_Q_and_A_Scanned_Version
• Guest Lac:
  1. ​​​​​​​Lucas_De_Oto-Slides
  2. UrbanDynamicsSpiderAidedRA