Skip to content
Study Vault
Search notes, aliases and full text
Ctrl K
Graph
Study Vault
Foundations
Analysis
2
Topics
1
Multivariable Differentiation
Concepts
1
Jacobian Matrix
Linear Algebra
13
Topics
3
Determinants and Eigenvalues
Inner Products and Norms
Rank and Invertibility
Concepts
10
Cosine Similarity
Determinant
Eigenvalue
Eigenvector
Invertible Matrix
Linear Map
Matrix Rank
Positive Semidefinite Matrix
Singular Value Decomposition
System of Linear Equations
Probability and Statistics
23
Topics
3
Moments of Random Variables
Point Estimation
Random Variables and Distributions
Concepts
20
Asymptotically Unbiased Estimator
Bayes' Theorem
Conditional Probability
Consistent Estimator
Correlation
Covariance
Covariance Matrix
Estimator
Expected Value
Law of Large Numbers
Multivariate Normal Distribution
Normal Distribution
Probability Density Function
Random Variable
Sample Mean
Sample Variance
Statistical Independence
Unbiased Estimator
Uniform Distribution
Variance
Semesters
WiSe 2026/27
2
Advanced Databases and Information Systems
7
Lectures
1
VL01 – Overview, RDF & SPARQL, more SPARQL
Topics
1
Advanced SPARQL
Concepts
5
Optional Graph Pattern
Property Path
SPARQL Aggregation
SPARQL BIND
Spatial Join
Modelling and System Identification
6
Lectures
2
VL01 – Introduction
VL02 – Probability and Statistics in a Nutshell
Topics
1
Resistance Estimation Example
Concepts
3
Error-in-Variables Estimator
Least Squares Estimator
Simple Approach Estimator
WiSe 2025/26
1
Databases and Information Systems
104
Lectures
13
VL01 – Introduction, Inverted Index, Zipf's Law
VL02 – Ranking and Evaluation
VL03 – Database Basics
VL04 – Query Planning Basics
VL05 – Joins and more SQL
VL06 – Indexing, Query Optimization, ACID
VL07 – Knowledge Graphs, SPARQL, SPARQL to SQL
VL08 – Fuzzy Search, Prefix Edit Distance, Q-Gram Index
VL09 – Web Applications, Part 1
VL10 – Web Applications, Part 2
VL11 – Vector Space Model, Word Embeddings
VL12 – N-gram Models, LLMs, RAG
VL13 – Evaluation, Exam, Work in our Group
Topics
13
Encodings and Compression
Evaluation
Fuzzy Search and Q-Grams
Inverted Index and Ranking
Latent Semantic Indexing
Linear Classifiers and Logistic Regression
List Intersection and Search
Naive Bayes Classification
POS-Tagging
SPARQL and Knowledge Graphs
SQL and Query Planning
Web Applications
Word Embeddings and Language Models
Concepts
78
ACID
AJAX and Fetch API
Average Precision
B+ Tree
BM25
BPref
Cartesian Product
Character Encoding
Code Injection Protection
Discounted Cumulative Gain
DOM Manipulation
Edit Distance
Elias-Delta Code
Elias-Gamma Code
Embedding
Entropy
Entropy-Optimal Code
Exponential Search
Fuzzy Search
Gap Encoding
Golomb Code
Ground Truth
group-by(T, cols, agg)
Hidden Markov Model
HTML Form
HTML Structure
HTTP Protocol
HTTP Server
Inverted Index
Join $T_1 \bowtie T_2$
Lagrange Multipliers
Language Model
Laplace Smoothing
Large Language Model
Linear Classifier
List Intersection
Logistic Regression
LSI Ranking
Maximum Likelihood Estimation
Mean Average Precision
Merge Join
N-Gram Model
Naive Bayes Classifier
Network Socket
One-Hot Encoding
Ordering
Overfitting (IR Evaluation)
Perceptron
Precision at k
Prefix Edit Distance
Prefix-Free Code
Q-Gram
Q-Gram Index
Q-Gram Lemma
Query Optimization
Query Plan
RDF Triple
Reification
Relational Algebra
Relational Model
Retrieval-Augmented Generation
Same-Origin Policy
Sigmoid
Softmax
SPARQL Query Structure
SPARQL to SQL Translation
Sparse Matrix
SQL Query Structure
Subquery
Term Frequency
TF-IDF
Unary Code
URL Encoding
UTF-8
Vector Space Model
Viterbi Algorithm
Wikidata Prefix System
Zipf's Law
Graph
Theme
Home
WiSe 2026/27
Semester
WiSe 2026/27
2
courses
Course · ADIS · slides course
Advanced Databases and Information Systems
Prof. H. Bast · EN · exam date not set
1
/ 14
lecture notes
1
topic
5
concepts
0
foundation notes used
Course · MSI · script course
Modelling and System Identification
Prof. M. Diehl · EN · exam date not set
2
/ 23
lecture notes
1
topic
3
concepts
35
foundation notes used
Search
Esc
to close search
Cancel
Type
All
Concepts
Topics
Lectures
Courses
In
Everywhere
ANA
LA
PROB
ADIS
MSI
DBIS
↑
↓
move
↵
open
⇥
next section
Ctrl
↵
results page
Prefix
#
to search text only