What every computer science major should know

September 1, 2011

What every computer science major should know

Filed under: CS Lectures — Patrick Durusau @ 6:02 pm

What every computer science major should know by Matthew Might.

Matthew is an assistant professor in the CS department at the University of Utah.

I have seen similar lists but this one struck me as particularly well-organized.

You may enjoy scanning the index of his blog posts.

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- .Net
- #BLM
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- 1000 Genomes
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- Bulk Synchronous Parallel (BSP)
- Burrows-Wheeler Transform (BWT)
- Business Intelligence
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- C/C++
- C#
- Cache Invalidation
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- Calvin
- Cambridge Advanced Modeler (CAM)
- Camilstore
- CAP
- Cardinality Estimation
- CartoDB
- Cartogram
- Cartography
- Cascading
- Cascalog
- Cassandra
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- Cataloging
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- Category Theory
- Cayley
- CCNx
- Cell Architecture
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- CERN
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- Challenges
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- Chaos
- Charts
- Chemical Markup Language (CML)
- Cheminformatics
- Chemistry
- CHI
- Chilcot Report (Iraq)
- Chinese
- Chip Hacking
- Chordalysis
- Chorus
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- Citation Practices
- CJK
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- Class Admin
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- Classifier
- Classifier Fusion
- Click Graph
- Climate Data
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- Clojure
- ClojureScript
- Closure Table
- Cloud Computing
- Cloudera
- ClueWeb2012
- Clustering
- Clustering (servers)
- Clydesdale
- CMDB
- CMS
- co-occurrence
- Co-Words
- CockroachDB
- Code Lists
- CodernityDB
- Colin Powell Emails
- Collaboration
- Collaborative Annotation
- Collation
- Collection Pipeline
- Collocation
- Collocative Integrity
- Column-Oriented
- Columnar Database
- Combinatorics
- Common Ancestor
- Common Crawl
- Communication
- Communities of Practice
- Compass
- CompChem
- Competence
- Compilers
- Complex Networks
- Complexity
- Compression
- Computation
- Computational Biology
- Computational Geometry
- Computational Linguistics
- Computational Literary Analysis
- Computational Photography
- Computational Semantics
- Computational Statistics
- Computer Fraud and Abuse (CFAA)
- Computer Science
- Concept Detection
- Concept Drift
- Concept Hierarchies
- Concept Maps
- Conceptualizations
- Concord
- Concordance
- Concurrent Programming
- Conferences
- Confidence Bias
- Conjunctive Query
- Connectome
- Consensus
- Consistency
- Constello
- Constraint Programming
- Content Analysis
- Content Management System (CMS)
- Contest
- Context
- Context Models
- Context-aware
- Continuous Integration
- Conversion
- Cooperation
- Coq
- Coreference Resolution
- Corpora
- Corporate Data
- Corporate Memory
- Corpus Linguistics
- Correlation
- Cosine Similarity
- Couchbase
- CouchDB
- CouchTM
- Counterfactual
- CQL – Cassandra Query Language
- Cray
- CRDT
- Crisp Sets
- CRISP-DM
- Critical Reading
- CRM
- Cross-lingual
- Crosswalk
- Crosswalks
- Crossword Puzzle
- Crowd Sourcing
- CRS
- CRUD
- Crunch
- CryptoCurrency
- Cryptography
- Cryptome
- CS Lectures
- CSS3
- CSV
- CTF
- CTM
- Ctools
- Cubert
- CUBRID
- CUDA
- Cultural Anthropology
- Cuneiform
- Curation
- Curiosity
- CXAIR
- CXTM
- Cybersecurity
- Cyc
- Cypher
- D Language
- D3
- DAG
- Damerau-Levenshtein Edit Distance
- Dark Data
- Dark Web
- DARPA
- Dart
- Dashboard
- Data
- DATA Act
- Data Aggregation
- Data Analysis
- Data as Service (DaaS)
- Data Attribution
- Data Auditing
- Data Citation
- Data Clustering
- Data Collection
- Data Contamination
- Data Contest
- Data Conversion
- Data Cubes
- Data Documentation Initiative (DDI)
- Data Engine
- Data Explorer
- Data Factorization
- Data Frames
- Data Fusion
- Data Governance
- Data Integration
- Data Locality
- Data Management
- Data Mining
- Data Models
- Data Pipelines
- Data Preservation
- Data Provenance
- Data Quality
- Data Reduction
- Data Replication
- Data Repositories
- Data Science
- Data Science Toolkit (DSTK)
- Data Silos
- Data Source
- Data Storytelling
- Data Streams
- Data Structures
- Data Types
- Data Virtualization
- Data Warehouse
- Data Without Borders
- Data-Scope
- Database
- Databus
- DataCaml
- DataCleaner
- DataFu
- DataJS
- DataKind
- Datalog
- Datamash
- Datameer
- Dataset
- DataStax
- Dataverse Network
- Dato
- Datomic
- Daytona
- DBpedia
- DCAT
- DCIP
- De Bruijn Graphs
- DEAP
- Debate
- Decentralized Internet
- Deception
- Decision Making
- Deductive Databases
- Deduplication
- Deep Learning
- Deep Web
- Defense
- Degree Program
- Deja vu
- Delite
- Demographics
- Dempsy
- Dendrite
- Denotational Semantics
- Dependency
- Dependency Graphs
- Description Logic
- Design
- Design Patterns
- Dewey – DDC
- DEX
- DHash
- DiaGen
- DiaMeta
- Diaphors
- Dictionary
- Digital Culture
- Digital Library
- Digital Research
- Dimension Reduction
- Dimensions
- Dimple
- Diplodocus
- Dirichlet Processes
- Disambiguation
- Disassortativity
- Disco
- Discourse
- DiscoverText
- Discovery Informatics
- Discrete Structures
- Disjunction (Widdows)
- Distance
- Distributed Computing
- Distributed Consistency
- Distributed Indexing
- Distributed RAM
- Distributed Sensemaking
- Distributed Systems
- Distributional Semantics
- Diversity
- Django
- DNA
- Document Classification
- Document Management
- Document Retention
- Documentation
- DocumentLens
- DOI
- DOM4
- Domain Change
- Domain Driven Design
- Domain Expertise
- Domain-Specific Languages
- Domesday Book
- Dr. Who
- Drake
- Dremel
- Drill
- Drizzle
- DRM
- Drug Discovery
- Druid
- Drupal
- Dryad
- DSL
- DSpace
- DSPL – Dataset Publishing Language
- DTS
- dtSearch
- Dublin Core
- Duke
- Duplicates
- Dwarf Cubes
- Dydra
- Dynamic Graphs
- Dynamic Mapping
- Dynamic Updating
- Dynamo
- e-Discovery
- EADitor
- eBay
- eBooks
- Eclipse
- Ecoinformatics
- eDiscovery
- Edit Distance
- Editor
- Education
- eGov
- Ehcache
- Elastic Map Reduce (EMR)
- ElasticSearch
- Electronic Frontier Foundation
- Electronic Records Management
- ElephantDB
- Elixir
- Elliptics
- Elm
- ELN Integration
- Emacs
- Email
- Emergent Semantics
- EmotionML
- Encoded Archival Description (EAD)
- Encog
- Encryption
- Encyclo
- Encyclopedia
- Endeca
- Enrichment
- Enron
- Ensemble Methods
- Enterprise Integration
- Enterprise Service Bus (ESB)
- Entertainment
- Entities
- Entity Extraction
- Entity Resolution
- Entity Salience
- Environment
- Epistemology
- EPUB3
- Equivalence Class
- Erjang
- Erlang
- Erotica
- Error Correction
- Esper
- ESPN
- eTBLAST
- Ethics
- Ethnological
- ETL
- EU
- European Parliment Proceedings Corpus
- Europeana
- Evaluation
- Event Stream
- EventMachine
- Evidential Logic
- Evoluntionary
- EWAB
- Examples
- Excel
- Excel Datascope
- Exercises
- eXist
- Explain.solr.pl
- Explicit Semantic Analysis
- Exploratory Data Analysis
- Expresso
- Expressor
- Extraction
- Extrinsic Semantics
- F-Score
- F#
- F1
- FAA
- Face Detection
- Facebook
- Faceted Search
- Facets
- Factor Analysis
- Factor Graphs
- Factorised Databases
- Fair Use
- Fake News
- Falcon
- FAST
- Fast Singular Value Decomposition
- FastBit
- Faunus
- FBI
- Feature Learning
- Feature Spaces
- Feature Vectors
- FEC
- Federated Search
- Federation
- Fellowships
- Feminism
- Ferguson
- Ferret (Ruby)
- Files
- Filters
- Finance Services
- Findability
- Finite State Automata
- Flash Cards
- Flash Storage
- Flex
- FlockDB
- Flow-Based Programming (FBP)
- Flowchart
- Fluentd
- Flume
- FluxGraph
- FM-Indexes
- FOIA
- Folklore
- Folksonomy
- Fonts
- Food
- Forecasting
- Formal Concept Analysis (FCA)
- Formal Methods
- Forth
- Fortress Language
- Forward Index
- FoundationDB
- Foursquare
- Fourth Paradigm
- Fractal Trees
- Fractals
- Frames
- FRBR
- Free Speech
- Freebase
- FreeMind
- FSTs
- Fulgora
- Full-Text Search
- Functional Decomposition
- Functional Genomics
- Functional Programming
- Functional Reactive Programming (FRP)
- Funding
- Furnace
- Fuseki
- Fusion Tables
- Fuzzing
- Fuzzy Logic
- Fuzzy Matching
- Fuzzy Sets
- G-Store (graphs)
- G-Store (Multikey)
- G2 Sensemaking
- GaBP
- Galaxy
- Galry
- Game of Life
- Game Theory
- Games
- Gatling
- gdb
- GDELT
- Gene Ontology
- Genealogy
- Genetic Algorithms
- Genome
- Genomics
- Geo Analytics
- Geo-Indexing
- Geoff
- Geographic Data
- Geographic Information Retrieval
- Geography
- GeoJSON
- Geologic Maps
- Geometry
- GeoNames
- Geophysical
- Georeferencing
- Geospatial Data
- Gephi
- Gephi Blueprints
- ggmap
- Ggplot2
- Ghidra
- GIMP
- Giraph
- GIS
- Gisgraphy
- Git
- Github
- Gizzard
- Globalsdb
- Glossary
- god Architecture
- GoldenOrb
- GoodRelations
- Google Analytics
- Google App Engine
- Google BigQuery
- Google Cloud
- Google Compute Engine
- Google Correlate
- Google CSE
- Google Docs
- Google Earth
- Google Knowledge Graph
- Google Maps
- Google Prediction
- Google Refine
- Google+
- GoogleBooks
- Gora
- Governance
- Government
- Government Data
- GPS
- GPU
- Grammar
- Graph Analytics
- Graph Coloring
- Graph Database Benchmark
- Graph Databases
- Graph Generator
- Graph Motif Model
- Graph Partitioning
- Graph Reading Club
- Graph Traversal
- GraphBuilder
- GraphChi
- GraphDB
- Graphene
- GraphGL
- Graphic Processors
- Graphical Models
- Graphics
- Graphillion
- Graphipedia
- Graphity
- GraphLab
- GraphML
- GraphPack
- GraphQL
- Graphs
- GraphStream
- Graphviz
- GraphX
- GRASS GIS
- Greek
- Green-Mari
- Greenplum
- Gremlin
- Griswold
- Grok – Numenta
- groonga
- Groovy
- Group identical values
- Group Theory
- GT.M
- Guassian Processes
- Guided Exploration
- Gutenberg Corpus
- GWT
- H20
- Hacking
- Hadapt
- Hadoop
- Hadoop YARN
- HAIL
- Halide
- Hama
- Hank
- Harvard
- Hashing
- Hashtags
- Haskell
- HBase
- HBase Coprocessor
- HCatalog
- HCIR
- HDFS
- HDInsight
- Health care
- Heatmaps
- HEP – High Energy Physics
- Hermes
- Heroku
- Heterogeneous Data
- Heterogeneous Programming
- HFile
- Hibari
- Hibernate
- Hidden Markov Model
- Hierarchical Temporal Memory (HTM)
- Hierarchy
- Hieroglyphics
- High Dimensionality
- High Order Sequence Memory
- Hilbert Curve
- Hillary Clinton
- HipG
- History
- Hive
- Hive Plots
- Hive-on-Spark
- HiveQL
- Holographic Embeddings
- Holographic Lexicon
- Homogenization
- Homographs
- Homoiconic
- Homology
- Homonymous
- Homotopy
- HoneyPots
- Hortonworks
- Hosting
- Hoya
- HPC
- HPCC
- HSA
- HSearch
- HStreaming
- HTML
- HTML Data
- HTML5
- HTree
- HTTP Speed+Mobility
- Hudson
- Hue
- Human Cognition
- Human Computation
- Human Rights
- Human-Computer Interaction Lab (HCIL)
- Humanities
- Humor
- HWAB
- Hydra
- HyperANF
- HyperDex
- Hyperdimensional Computing
- Hyperedges
- Hypergraphs
- HyperLogLog
- Hypernodes
- Hypernotation
- Hyperspace
- Hypertable
- Hypertext
- Hystrix
- HyTime
- I/O
- IBM Cognos
- ice
- Ideation
- Identification
- Identifiers
- Identity
- IDH HBase
- iFinder
- igraph
- iiBench
- IIIF (International Image Interoperability Framework)
- Image Processing
- Image Recognition
- Image synthesis
- Image Understanding
- IMDb
- Immutable
- Impala
- Implicit Associations
- InChl
- Indexicality
- Indexing
- IndexTank
- Indirect Inference
- Induction
- Inductive Logic Programming (ILP)
- Inexact
- Inference
- InfiniDB
- InfiniteGraph
- InfluxDB
- Infographics
- Infogrid
- Informatics
- Information Architecture
- Information Exchange
- Information Field Theory
- Information Flow
- Information Geometry
- Information Integration
- Information Overload
- Information Retrieval
- Information Reuse
- Information Science
- Information Sharing
- Information Silos
- Information Theory
- Information Workers
- InnoDB
- Insertion
- INSPIRE
- Instagram
- Insurance
- Integers
- Integration
- Intellectual Property (IP)
- Intelligence
- Intent
- Interactomics
- Interface Research/Design
- Interoperability
- Intersection Type
- Intrusion Detection
- Invenio
- IOPS
- IoT – Internet of Things
- IRC
- iReport
- iSAX
- ISBN
- Isidorus
- Islam
- ISO/IEC
- ISSN
- IT
- izik
- Jaccard Similarity
- JanusGraph
- JAQL
- Jargon
- Jasondb
- Jaspersoft
- Java
- Java Annotations
- JavaRx
- Javascript
- JBoss
- JDBC
- JDBM
- Jedis
- Jena
- JgraphT
- jHepWork
- Jigsaw File System
- Jobs
- Joins
- Journalism
- JPL
- JQuery
- JRuby
- JSON
- JSONiq
- JTC1
- JTM
- Jubatus
- Julia
- JUNG
- JZY3D
- K-Means Clustering
- K-Nearest-Neighbors
- Kafka
- KairosDB
- Kalman Filter
- Kamala
- kaon – Knowledge Attribution Ontology
- Karmasphere
- Katta
- KDD
- Keras
- Kernel Methods
- Kettle
- Key-Key-Value Stores
- Key-Value Stores
- Keywords
- Kibana
- KIji Project
- KitaroDB
- Kite SDK
- KML
- Knime
- Knoema
- Knowledge
- Knowledge Base Population
- Knowledge Capture
- Knowledge Discovery
- Knowledge Discovery Toolkit (KDT)
- Knowledge Economics
- Knowledge Engineering
- Knowledge Graph
- Knowledge Management
- Knowledge Map
- Knowledge Networks
- Knowledge Organization
- Knowledge Representation
- Knowledge Retention
- Knowledge Sharing
- Knox Gateway
- KSQL
- Kuria
- Kylin
- L-wrappers
- Labcoat
- LangSec
- Language
- Language Design
- Language Pyramid (LaP)
- Lasp
- Latent Dirichlet Allocation (LDA)
- Latent Semantic Analysis
- Lavastorm Desktop Public
- Law
- Law – Sources
- Layerscape
- LCCN
- LCSH
- LDIF
- Leaks
- Learning
- Learning Classifier
- Legal Entity Identifier (LEI)
- Legal Informatics
- LegalRuleML
- Legends
- Lemur Project
- LessJunk.org
- leveldb
- LevelGraph
- Levenshtein Distance
- Lexical Analyzer
- Lexicon
- LexisNexis
- LFE Lisp Flavored Erlang
- Librarian/Expert Searchers
- Library
- Library Associations
- Library software
- Licensing
- LiDAR
- Life Sciences
- Lily
- Linear Optimization
- Linear Regression
- LingPipe
- Lingual
- Linguistic Metadata
- Linguistics
- Link-IPLSI
- Linked Data
- Linked Lists
- LINQ
- Linux OS
- Lisp
- Literature
- Literature-based Discovery
- Local Search
- Localization
- Location Data
- Lock-Free Algorithms
- LOD
- Log Analysis
- Log-linear analysis
- Logic
- logstash
- LOV
- LTM – Linear Topic Map Notation
- Lucene
- LucidWorks
- Lucy
- Luke
- Lustre
- Lux
- LVars
- Lyra
- LZ77
- Mac OS X
- Machine Learning
- MADlib
- Mahout
- Maiana
- Main Memory Map Reduce (M3R)
- MaJorToM
- MALLET
- Maltego
- Malware
- Manuscripts
- MapBox
- MapD
- MapGraph
- Mapillary
- Mapping
- MapR
- MapReduce
- MapReduce 2.0
- MapReduceMerge
- MapReduceXMT
- Maps
- MARC
- MARCXML
- MariaDB
- Marketing
- MarkLogic
- Markov Decision Processes
- Mashups
- Masstree
- Master Data Management
- Mathematica
- Mathematical Reasoning
- Mathematics
- Mathematics Indexing
- Mathics
- Matrix
- Maven
- MDM
- Meaning
- Measurement
- Mechanical Turk
- Media
- Medical Informatics
- Meld
- Membase
- Memcached
- Meme
- Memory
- Merge Construct
- Merge Sort
- Merging
- Merging Operators
- Merkle Trees
- Meronymy
- MeSH
- Mesos
- Messaging
- Meta-analysis
- Metabolomics
- Metadata
- Metaheuristics
- MetaMap
- MetaModel
- Metaphors
- Metaservices
- Metasploit
- Metathesaurus
- Metric Spaces
- MG4J
- Microdata
- Microformats
- Microscopy
- Microsoft
- Military
- Mind Maps
- Minimum Description Length
- Mio
- MIT
- Mizan
- ML-Flex
- MLBase
- Mobile Gov
- Modeling
- Molecular Graphs
- Monads
- Mondrian
- MongoDB
- MongoGraph
- Mongraph
- MonoTable
- Monte Carlo
- Morphlines
- Mortar
- MPEG-7
- MPI
- MPP
- MRQL
- MRUnit
- mSDA
- MuckRock
- Mule
- Multi-Core
- Multi-Database Mining
- Multi-Relational
- Multidimensional
- Multilingual
- Multimaps
- Multimedia
- Multiperspective
- Multisets
- MultiThreaded Graph Library (MTGL)
- Multivariate Statistics
- Multiview Learning
- MUMPS
- Museums
- Music
- Music Retrieval
- Mutual Information Classifiers
- MySQL
- Myth
- N-Body Simulation
- N-Gram
- N-Grams
- N1QL
- Naiad
- Naked Objects
- Named Entity Mining
- Named Scopes
- Names
- Namespace
- NAQ-tree
- Narrative
- NASA
- National Information Exchange Model NIEM
- National Security
- Natural Language Processing
- Navigation
- Nearest Neighbor
- Negation (Widdows)
- Neighborhood
- Neighbors
- NEM
- Neo4j
- Neo4j.rb
- Neo4jClient
- Neo4jD
- Neoclipse
- Neocons
- Neography
- Neovigator
- Nephele
- nessDB
- Nested Sets
- Netezza
- NetflixGraph
- Network Security
- Networks
- NetworkX
- Neural Information Processing
- Neural Networks
- Neuroinformatics
- New York
- News
- Newspeak
- NewSQL
- Ngram Viewer
- NHibernate
- NiFi
- NIFTY
- NIH
- NISO
- NIST
- NkBASE
- NLTK
- NOAA
- node-js
- NodeBox
- NodeGL
- NodeXL
- noms
- Non-Profit
- Nonlinear Models
- NonMetric Indexing
- Nonmetric Similarity
- Nonparametric
- Normalization
- NoSQL
- Novelty
- NSA
- NSF
- Numerical Analysis
- Numerical Information Field Theory
- Numpy
- NuoDB
- Nutch
- NVIDIA
- OAI
- Oceanography
- OCLC
- OCLC Number
- OCR
- Odata
- ODBC
- ODBMS
- oDesk
- OLAP
- Omnigator
- Onboarding
- OnionRunner
- Online Harassment
- Onomastics
- Ontogeny
- Ontolica
- Ontological Emptiness
- Ontology
- Ontopia
- Ontopoly
- OODT
- Oomap Loomap
- Oozie
- OPACS
- Open Access
- Open Babel
- Open Data
- Open Government
- Open Graph Database Protocol
- Open Relevance Project
- Open Science
- Open Semantic Framework
- Open Source
- Open Source Intelligence
- Open Street Map
- OpenCalais
- OpenCL
- OpenCV
- OpenFrameworks
- OpenGL
- OpenMeetings
- OpenNLP
- OpenOffice
- OpenRefine
- OpenSearch.org
- OpenShift
- OpenStack
- OpenStreetMap
- OpenTSDB
- OpenURL
- Operational Equivalence
- Operations
- Operations Research
- Opinions
- Optique
- Oracle
- Orange
- Organic Programming
- Organization
- Organizational Memory
- OrientDB
- ORM
- OS X
- osquery
- Outlier Detection
- Overlapping Sets
- OWL
- Oyster
- P2P
- PacketPig
- PACT
- PageRank
- Pajek
- Palaeography
- Palantir
- Panama Papers
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Another Word For It Patrick Durusau on Topic Maps and Semantic Diversity

September 1, 2011

What every computer science major should know

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