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01-02 Big Data and data-driven decisions
Slides: https://webeep.polimi.it/pluginfile.php/228925/mod_resource/content/2/SMBUD-01-bigdata_compressed.pdf
03 ER and Relational Data Models
Lesson: https://webeep.polimi.it/mod/resource/view.php?id=30596 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=32921
04 Data ingestion and API
Lesson: https://webeep.polimi.it/mod/resource/view.php?id=33753 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=35658
05 NoSQL introduction
Slides: https://webeep.polimi.it/mod/resource/view.php?id=37378
06 Graph Stores
Slides: https://webeep.polimi.it/mod/resource/view.php?id=39780 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=41461
Uninformed Search Algorithms
Book section 3.4 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-05-UninformedSearchStrategies.pdf
Informed Search Algorithms
Book section 3.5 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-06-InformedSearchStrategies.pdf?
07 Document Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=42228 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=44139
08 Key-value Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=45426
09 Columnar Databases
Slides: https://webeep.polimi.it/mod/resource/view.php?id=49240 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=48804
10 IR Based Databases - ELK
Slides: https://webeep.polimi.it/mod/resource/view.php?id=50601 Exercises: https://webeep.polimi.it/mod/resource/view.php?id=50926
11 Hadoop
Slides: https://webeep.polimi.it/mod/resource/view.php?id=52305
14 Data Wrangling
Slides: https://webeep.polimi.it/mod/resource/view.php?id=56288
Adversarial Search
Book sections Sections 5.1-5.5 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-07-AdversarialSearch.pdf
Constraint Satisfaction Problems
Book sections 6.1-6.3 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-09-ConstraintStafisfactionProblems.pdf
Logical Agents
Book sections 7.1, 7.3-7.6, 8.1, 8.2 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-10-LogicalAgents.pdf https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-11-InferenceProceduresForPropositiona...
12-13 Hadoop Subprojects
Slides: https://webeep.polimi.it/mod/resource/view.php?id=52306
Planning
Book sections 11.1-11.2 Slides: https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-12-Planning.pdf https://webeep.polimi.it/pluginfile.php/257113/mod_folder/content/0/FAI2021-13-EfficientPlanning.pdf
Problem Solving by Search
Book sections 3.1-3.3