Data Science Courses, Bar-Ilan University

This table includes courses given at Bar-Ilan that may be relevant to students interested in Data Science.
Notes:

  • full and accurate course details should be taken from Bar-Ilan official course catalog
  • Usually, each point corresponds to two hours in one semester.
  • Disclaimer – on data reliability and source, student needs to verify – in catalog, department responsibility

 

Data Science Related Courses at Bar-Ilan University
Course #CategoryTarget AudienceDepartmentGiven in TASHAPCourse NamePointsTypeSemester
13619NLP/TextExposureJewish LiteratureTRUEDigital Humanities and the Analysis of Hebrew Texts2LectureAnnual
27437ML/DL/NNDevelopersBrain ScienceTRUEInformation Theory and Learning Methods1.5LectureB
27504ML/DL/NNDevelopersBrain ScienceTRUETheories on Nerve Networks and Machine Learning2LectureA
278237AIExposureSTSTRUEArtificial intelligence: from humanoids to swarms of thinking machines2LectureAnnual
35603Algorithms/Data StructuresUsersInformation ScienceTRUEAlgorithms I1LectureA
35605DB/Big DataUsersInformation ScienceTRUEBig Data1LectureA
35615ProgrammingUsersInformation ScienceTRUEProgramming Basics1LectureB
35616ProgrammingUsersInformation ScienceTRUEAdvanced programming1LectureB
35617Data Mining / VisualizationUsersInformation ScienceTRUEAdvanced data analysis1LectureB
35625DB/Big DataUsersInformation ScienceTRUEBig Data applications1LectureB
35633ML/DL/NNUsersInformation ScienceTRUEData Science introduction1LectureB
35712Digital HumanitiesExposureInformation ScienceTRUEDigital Humanities1LectureA
35728Data Mining / VisualizationUsersInformation ScienceTRUEIntroduction to Databases1LectureA
35733DB/Big DataUsersInformation ScienceTRUEIntroduction to Databases1LectureB
35809GISUsersInformation ScienceTRUEGeographic Information Systems1LectureB
35810DB/Big DataUsersInformation ScienceTRUEIntroduction to Databases1LectureB
35819MedicalUsersInformation ScienceTRUEMedical Informatics1LectureB
35858Data Mining / VisualizationUsersInformation ScienceTRUEData Visualization1LectureB
35867ProgrammingUsersInformation ScienceTRUEIntroduction to Programming - Python1LectureB
35869ProgrammingUsersInformation ScienceTRUEAdvanced Python1LectureA
35879Digital HumanitiesUsersInformation ScienceTRUEThe Semantic Web1LectureA
35880Algorithms/Data StructuresUsersInformation ScienceTRUEAlgorithms 21LectureA
35887ML/DL/NNUsersInformation ScienceTRUEMachine Learning1LectureB
35890Digital HumanitiesUsersInformation ScienceTRUEIntroduction to digitization of textual and graphic information1LectureB
35954Digital HumanitiesExposureInformation ScienceTRUESelected issues in Digital humanities1SeminarB
35955Digital HumanitiesExposureInformation ScienceTRUESemantic web applications for digital humanities1SeminarA
55505BIUsersManagementTRUELogistic Information System Management1LectureB
55703BIUsersManagementTRUEInformation System Management in Industry1LectureB
70673Data Mining / VisualizationUsersBuisness AdministrationTRUEVisualization1LectureB
70677GISUsersBuisness AdministrationTRUEGlobal Information Systems (GIS)1LectureB
70680Data Mining / VisualizationUsersBuisness AdministrationTRUEData Mining with R1LectureA
70833AIUsersBuisness AdministrationTRUEIntroduced to Artificial Intelligence1LectureB
70949Data Mining / VisualizationUsersBuisness AdministrationTRUEData Mining and Information Disclosure1LectureB
75145GISUsersGeographyTRUEComputer Applications in Documentation and Study of Place1LectureB
75335GISUsersGeographyFALSEAdvanced GIS A
75373GISUsersGeographyTRUEIntroduction to GIS1.5LectureA
75929Data Mining / VisualizationUsersGeographyFALSEMethods of Data Analysis
75967GISUsersGeographyTRUEPython Scripting for GIS1.5LectureB
80235ProgrammingUsersLifeTRUE*Introduction to Programming using python1LectureA
80376ProgrammingUsersLifeTRUEMatlab for Biologists1LectureA
80397Data Mining / VisualizationUsersLifeTRUEStatistics and Data Science0.5LectureA
80512BioUsersLifeTRUEComputational Biology1LectureB
80513BioUsersLifeTRUEBioinformatics1LectureB
80515ProgrammingUsersLifeTRUEIntroduction to Computing1LectureA
80665MedicalUsersLifeTRUEMedical Informatics1LectureB
80672BioUsersLifeFALSEAdvanced Tools to Genome Analysis
80675BioUsersLifeFALSEClinical Informatics - Clinical Data Mining
80724ProgrammingUsersLifeFALSEPython Programming for Scientific Research
80725ML/DL/NNUsersLifeFALSEDeep Learning and Artificial Intelligence in Medicine
81936ImageUsersMedicineTRUEDigital Image Processing1LectureB
81958MedicalUsersMedicineTRUEText Mining for Cancer Research1LectureA
83003ProgrammingDevelopersEngineeringTRUEMATLAB programming and applicationsLectureB
83214Algorithms/Data StructuresDevelopersEngineeringTRUETools for Numerical Analysis1LectureB
83216Statistics/ProbablityDevelopersEngineeringTRUEIntroduction to Statistics and Probability1.5LectureA
83223ProgrammingDevelopersEngineeringTRUEObject Oriented Programming1LectureA
83224Algorithms/Data StructuresDevelopersEngineeringTRUEData Structures and Algorithms II1LectureB
83245Signal ProcessingDevelopersEngineeringTRUESignals and Systems1.5LectureB
83302Statistical TheoryDevelopersEngineeringTRUERandom Signals and Noise1.5LectureA
83320Signal ProcessingDevelopersEngineeringTRUEDigital Signal Processing I1.5LectureB
83321Signal ProcessingDevelopersEngineeringTRUEStatistical Algorithms for Signal Processing1.5LectureB
83412BioUsersEngineeringTRUEGenetics and Molecular Biology1LectureB
83414BioUsersEngineeringTRUEBiological data science1.5LectureB
83420Statistical TheoryDevelopersEngineeringTRUEStatistical Analysis of Data1.5LectureB
83456Algorithms/Data StructuresDevelopersEngineeringTRUEDesign and Analysis of Algorithms1LectureA
83459ProgrammingDevelopersEngineeringTRUESoftware Engineering1.5LectureA
83620Statistical TheoryDevelopersEngineeringTRUEInformation Theory1LectureA
83622ML/DL/NNDevelopersEngineeringTRUEIntroduction to Machine Learning1LectureB
83623NetworksDevelopersEngineeringTRUESignal Processing for Networks1LectureA
83624Signal ProcessingDevelopersEngineeringTRUEDigital Signal Processing II1.5LectureA
83629ImageDevelopersEngineeringTRUEDigital Image Processing1LectureB
83643ML/DL/NNDevelopersEngineeringTRUEMachine learning theory1LectureA
83665BioDevelopersEngineeringTRUEComputational Biology1LectureA
83666BioDevelopersEngineeringTRUEControl ofTheory for Biological Systems1LectureA
83805OptimizationDevelopersEngineeringTRUEContinuous and Combinatorial Optimization1.5LectureA
83806Statistical TheoryDevelopersEngineeringTRUERandom Processes1.5LectureB
83807Algorithms/Data StructuresDevelopersEngineeringTRUEQuantum Computing1.5LectureA
83841ML/DL/NNDevelopersEngineeringTRUEStatistical Machine Learning1LectureA
83843ML/DL/NNDevelopersEngineeringTRUEdeep generative models1LectureA
83867Algorithms/Data StructuresDevelopersEngineeringFALSEProbabilistic Methods and Algorithms
83876ImageDevelopersEngineeringTRUEDecision Support Systems in medical imaging1LectureB
83880Signal ProcessingDevelopersEngineeringTRUESeminar/Advanced Topics in Signal Processing1LectureB
83881SpeechDevelopersEngineeringTRUEDigital speech processing1LectureB
83882ML/DL/NNDevelopersEngineeringTRUEDeep Learning1LectureA
83887Signal ProcessingDevelopersEngineeringFALSESpatial Signal Processing
83888ImageDevelopersEngineeringTRUEComputer Vision1LectureB
83889Signal ProcessingDevelopersEngineeringTRUEAdvanced Topics in Statistical Signal Processing1LectureA
83900Signal ProcessingDevelopersEngineeringTRUEDiscovery Theory1LectureA
83901ML/DL/NNDevelopersEngineeringTRUEIntroduction to Data Science with Python1LectureB
83905ML/DL/NNDevelopersEngineeringTRUESeminar/Advanced Topics in Machine Learning and Data Processing1LectureA
83906Signal ProcessingDevelopersEngineeringTRUEIndependence-based Blind Source Separation1LectureA
83907ML/DL/NNDevelopersEngineeringTRUEAdvanced topics in deep learning1LectureB
83908PrivacyDevelopersEngineeringTRUEAdvanced topics in differential privacy1LectureB
83920ProgrammingDevelopersEngineeringFALSEParallel Computation using a GPU
83979Statistics/ProbablityDevelopersEngineeringFALSEStatistics and Data Analysis
86605ML/DL/NNUsersPhysicsTRUEData science for physicists1.5LectureB
86771ML/DL/NNUsersPhysicsFALSEMachine Learning for Physicists
88151ProgrammingUsersMathTRUEComputer Applications in Math1LectureB
88153ProgrammingUsersMathTRUEIntroduction to Mathematical Programming1LectureB
88165Statistics/ProbablityDevelopersMathTRUEIntroduction to Probabilitiy and Statistics2LectureB
88170ProgrammingUsersMathTRUEIntroduction to Computing1.5LectureA
88174ProgrammingDevelopersMathTRUEIntroduction to Object Oriented Programming1LectureB
88263Statistics/ProbablityDevelopersMathTRUEIntroduction to Statistics2LectureA
88280Algorithms/Data StructuresDevelopersMathTRUEData Structures and Algorithms2LectureA
88584ImageDevelopersMathTRUEImage Processing1LectureA
88615Statistics/ProbablityDevelopersMathTRUEIntroduction to Probabilitiy and Statistics1LectureB
886210Finance/EconometricsDevelopersMathTRUERisk management and time series1LectureSummer
88622Statistics/ProbablityDevelopersMathTRUEIntroduction to Probabilitiy and Statistics1.5LectureA
88623Algorithms/Data StructuresDevelopersMathTRUEProbability and Stochastic Processes1.5LectureB
88624Data Mining / VisualizationDevelopersMathTRUEAnalysis of Statistical Data1LectureSummer
88631Statistics/ProbablityDevelopersMathTRUEIntroduction to Probabilitiy and Statistics0.5LectureA
886788ML/DL/NNDevelopersMathTRUEData Science Seminar1SeminarB
886960ProgrammingUsersMathTRUEIntroduction to Programming using python1LectureA
886970Data Mining / VisualizationUsersMathTRUEData Processing, Analysis and Visualization1LectureB
886980NetworksUsersMathTRUENetworks and Complexity in the Real World1LectureA
88760Statistics/ProbablityDevelopersMathTRUEIntroduction to Statistics1LectureA
88761Statistics/ProbablityDevelopersMathTRUEIntroduction to Statistics II1LectureB
88779NetworksDevelopersTRUE#N/A
88780ML/DL/NNDevelopersMathTRUESupervised and Unsupervised Learning1LectureA
887810ML/DL/NNDevelopersMathTRUEIntroduction to artificial intelligence1LectureB
88784OptimizationDevelopersMathTRUEOptimization1.5LectureA
88962Algorithms/Data StructuresDevelopersMathTRUEProbability and Stochastic Processes1.5LectureB
889630Algorithms/Data StructuresDevelopersMathFALSERandom processes on graphs
89110ProgrammingDevelopersComputer ScienceTRUEIntroduction to Computer Science1.5LectureA
89111ProgrammingDevelopersComputer ScienceTRUEIntroduction to Object Oriented Programming1LectureB
89120Algorithms/Data StructuresDevelopersComputer ScienceTRUEData Structures1LectureB
89210ProgrammingDevelopersComputer ScienceTRUEAlgorithmic Programming I1LectureA
89211ProgrammingDevelopersComputer ScienceTRUEAlgorithmic Programming II1LectureB
89220Algorithms/Data StructuresDevelopersComputer ScienceTRUEAlgorithms 11.5LectureA
89255NetworksDevelopersComputer ScienceTRUEGraph Theory1.5LectureA
89262Statistics/ProbablityDevelopersComputer ScienceTRUEGeneral Probability1LectureA
89264BioDevelopersComputer ScienceTRUEBiostatistics1.5LectureA
89276Algorithms/Data StructuresDevelopersComputer ScienceTRUENumeric Methods1LectureB
89312ProgrammingDevelopersComputer ScienceTRUEProgramming in a multi-processor environment1LectureB
89322Algorithms/Data StructuresDevelopersComputer ScienceTRUEAlgorithms 21LectureB
89350NetworksDevelopersComputer ScienceTRUEIntroduction to Communication Networks1LectureA
89362ML/DL/NNDevelopersComputer ScienceTRUEGeneral Statistics1LectureB
894043NLP/TextDevelopersComputer ScienceTRUEAdvanced Seminar in natural lagquage processing1SeminarA
89408Game TheoryDevelopersComputer ScienceTRUEAdvanced Seminar in Algorithmic Game Theory1SeminarA
894112BI/User BehaviorDevelopersComputer ScienceTRUEUser Behavior Machine Learning Algorithms Seminar1SeminarB
89421RoboticsDevelopersComputer ScienceTRUESeminar/Strategic Planning for Robots1SeminarB
89452DB/Big DataDevelopersComputer ScienceTRUESeminar/Web, Crowd and Big Data Management1SeminarA
894531NLP/TextDevelopersComputer ScienceTRUESeminar: Learning Algorithms and Natural Language Processing1SeminarB
89454NLP/TextDevelopersComputer ScienceTRUEStructures for Semantics1SeminarA
89460NLP/TextDevelopersComputer ScienceTRUESeminar: From Text to Information1SeminarB
89471ImageDevelopersComputer ScienceTRUESeminar in Pattern Recognition1SeminarA
894851NLP/TextDevelopersComputer ScienceTRUEAdvanced Seminar in Text Understanding1SeminarB
89542DB/Big DataDevelopersComputer ScienceTRUEManagement of Big Web Data1LectureA
89570AIDevelopersComputer ScienceTRUEArtificial Intelligence1LectureA
89581DB/Big DataDevelopersComputer ScienceTRUEDatabase Systems1LectureB
89608SpeechDevelopersComputer ScienceTRUESpeech Recognition1LectureB
89641MathDevelopersComputer ScienceFALSETopics in Information Theory
89654ML/DL/NNDevelopersComputer ScienceTRUEAdvanced Methods in Machine Learning1LectureB
89679DB/Big DataDevelopersComputer ScienceTRUEWorkshop in Databases1WorkshopA
89680NLP/TextDevelopersComputer ScienceTRUENatural Language Processing1.5LectureA
89687NLP/TextDevelopersComputer ScienceTRUEDeep Learning Methods for Texts and Sequences1LectureA
89950AIDevelopersComputer ScienceTRUEAdvanced Topics in Artificial Intelligence1LectureB
999025ML/DL/NNExposureLawTRUEData Science for Jurists1.5LectureA

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