CAMMP day  mathematical modeling day
What:  Learners experience authentic application of mathematics, gain insight into current research fields, and model mathematically. The workshops offer an actionoriented look at problemsolving strategies in numerous STEM professions and fields of study. See below for a detailed description of the topics offered. 
Who:  Middle or high school classes/courses (depending on topic choice). See the table below for information on necessary prior school mathematics knowledge. 
When:  2  4 double sessions, block session (can be spread over several days upon request). 
Where:  Online, at school or university 
How:  Work in small groups, interim discussions in plenary, supervision by research assistants 
Contribution to expenses:  Free of charge 
Registration:  Dates and concrete planning can be arranged individually via this form. 
Access:  Would you like to conduct a CAMMP workshop yourself in class? We will provide you with the teaching and learning material at any time for use in your own lessons. Here you will find all information about the use of the material. 
Highlights
Topic  From class  Previous knowledge  central contents  
 Image classification and machine learning  10  Vectors  vectors, scalar product, distance point to planes in normal form, artificial intelligence 
 Netflix and artificial intelligence  10  concept of functions, differential calculus, systems of linear equations  handling of data, artificial intelligence 
 Solar energy 
8

pairs of angles, ray theorems, function concept 
Geometry, trigonometry, angle relations in triangle, renewable energies 
 Social networks  7  tree diagrams (sum and path rule)  measures of location, measures of dispersion, boxplots, twostage random experiments, probability theory, handling data and social media 
 Word suggestions and artificial intelligence  10  absolute and relative frequencies, probabilities and random experiments  stochastic processes, conditional probabilities, weighted average, language and artificial intelligence 
all workshops
Theme  From class  Previous knowledge  central contents  
Activity recognition and artificial intelligence  11  Euclidean distance (3D), vectors, magnitude of a vector  metrics, acceleration, artificial intelligence  
Animation movies  11  Function concept  Interpolation  
10  absolute and relative, conditional probability, probability distributions  concept of probability, stochastic processes, artificial intelligence  
Climate change  10  concept of function, differential calculus, arithmetic mean  linear regression, coefficient of determination, hypothesis testing  
Climate records  10  probabilities and random experiments, path rules  Handling data, law of large numbers, Laplace probability, path rules, conditional probabilities, expected value  
Encoding  7  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
Fitness tracker  9  Concept of functions  Function equations, trigonometric functions  
10  systems of linear equations  concept of probability, limit, matrices  
GPS  10  Systems of equations  Systems of equations, Euclidean distance  
Image classification and artificial intelligence  10  Vectors, planes in R^{3}  vectors, scalar product, distance point to planes in normal form, artificial intelligence  
Metal cooling process  11  Differentiation, difference quotient, integration, square sum  Differentiation, difference quotient, integration, sum of squares, measurement error  
Netflix and artificial intelligence  10  Concept of functions, differential calculus, systems of linear equations  handling of data, artificial intelligence  
Shazam  9  Function concept  Function equations, trigonometric functions, signal processing  
Solar energy 
8

Angle pairs, ray theorems, function concept 
Geometry, trigonometry, angle relations in triangle, renewable energies 

social networks  7  tree diagrams (sum and path rule)  measures of location, measures of dispersion, boxplots, twostage random experiments, probability theory, handling data and social media  
Wind energy  9  linear growth, area calculations (circular area), intersections, percentage calculation  Graph function calculation, percentage calculation, area calculation, intersection calculation  
Word suggestions and artificial intelligence  10  absolute and relative frequencies, probabilities and random experiments  stochastic processes, conditional probabilities, weighted average, language and artificial intelligence 
from class 7
Topic  Previous knowledge  central contents  
Encoding  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
social networks  tree diagrams (sum and path rule)  measures of location, measures of dispersion, boxplots, twostage random experiments, probability theory, handling data and social media 
from class 8
Topic  Previous knowledge  central contents  
Encoding  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
Social networks  tree diagrams (sum and path rule)  position measures, scatter measures, boxplots, twostage random experiments, probability theory, handling data and social media 
from class 9
Topic  Previous knowledge  central contents  
Encoding  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
Fitness tracker  Function concept  Function equations, trigonometric functions  
Shazam  Function concept  Function equations, trigonometric functions, signal processing  
Solar energy  pairs of angles, ray theorems, function term 
geometry, trigonometry, angle relations in triangle, renewable energies 

Social networks  tree diagrams (sum and path rule)  position measures, scatter measures, boxplots, twostage random experiments, probability theory, handling data and social media 
from class 10
Topic  Previous knowledge  central contents  
absolute and relative frequencies, conditional probability, probability distributions  concept of probability, stochastic processes, artificial intelligence  
Climate change  concept of functions, differential calculus, arithmetic mean  linear regression, coefficient of determination, hypothesis testing  
Climate records  probabilities and random experiments, path rules  handling data, law of large numbers, Laplace probability, path rules, conditional probabilities, expected value  
Encoding  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
Fitness tracker  Concept of functions  Function equations, trigonometric functions  
systems of linear equations  concept of probability, limit, matrices  
GPS  systems of equations  systems of equations, euclidean distance  
Image classification and machine learning  Vectors  vectors, scalar product, distance point to planes in normal form, artificial intelligence  
Netflix  Concept of functions, differential calculus, systems of linear equations  dealing with data, artificial intelligence  
Shazam  Concept of function  Function equations, trigonometric functions, signal processing  
Solar energy  Angle pairs, ray theorems, function concept 
Geometry, trigonometry, angle relations in triangle, integration, optimization, renewable energies 

Word Suggestions  absolute and relative frequencies, probabilities and random experiments  stochastic processes, conditional probabilities, weighted average, language and artificial intelligence 
from class 11
Topic  Previous knowledge  central contents  
Activity recognition and artificial intelligence  Euclidean distance (3D), vectors, magnitude of a vector  metrics, acceleration, artificial intelligence  
Animated movies  concept of functions  interpolation  
absolute and relative frequencies, conditional probability, probability distributions  concept of probability, stochastic processes, artificial intelligence  
Climate change  concept of functions, differential calculus, arithmetic mean  linear regression, coefficient of determination, hypothesis testing  
Climate records  probabilities and random experiments, path rules  handling data, law of large numbers, Laplace probability, path rules, conditional probabilities, expected value  
Encoding  Prime numbers, variables, written division/division with remainder  Caesar encoding, RSA encoding, prime numbers, modulo arithmetic, sensitive handling of data  
Fitness tracker  Concept of function  Function equations, trigonometric functions  
systems of linear equations  concept of probability, limit, matrices  
GPS  systems of equations  systems of equations, euclidean distance  
Image classification and machine learning  Vectors  vectors, scalar product, distance point to planes in normal form, artificial intelligence  
Metal cooling process  Differentiation, difference quotient, integration, square sum  differentiation, difference quotient, integration, sum of squares, measurement error  
Netflix  concept of functions, differential calculus, systems of linear equations  handling of data, artificial intelligence  
Solar energy  pairs of angles, ray theorems, function concept 
Geometry, trigonometry, angle relations in triangle, integration, optimization, renewable energies 

Word suggestions  absolute and relative frequencies, probabilities and random experiments  stochastic processes, conditional probabilities, weighted average, language and artificial intelligence 
Sources of the images:
Activity Recognition  https://br.atsit.in/de/wpcontent/uploads/2021/05/sosehensieinderfitnessappfurdasiphone.jpg 
Animation movies  https://pixabay.com/photos/dancingdaveminionminiontim510835/ 
Automatic composition  https://pixabay.com/illustrations/musikanmerkungenklangmusical3929277/ 
Climate Change  https://pixabay.com/de/illustrations/klimawandelglobaleerwÃ¤rmungklima2063240/ 
Encoding  https://unsplash.com/de/fotos/matrixfilmstandbildiarafB0QQw 
Fitness tracker  https://pixabay.com/de/photos/smartwatchgadgettechnologiesmart828786/ 
https://pixabay.com/de/illustrations/googlesuchmaschinebrowsersuchen76517/  
GPS  CAMMP 
Image classification and machine learning  https://pixabay.com/de/illustrations/techkreistechnologieabstrakt3041437/ 
Metal cooling process  https://pixabay.com/de/photos/eisengieÃŸeneisenheiÃŸ4507122/ 
Shazam  https://pixabay.com/de/vectors/equalizerschlagentanzfiestamp3153212/ 
Solar energy  https://pixabay.com/de/photos/solarstromcaliforniasolarstrom1742186/ 
social networks  https://pixabay.com/de/photos/menschengooglepolaroidpinterest3175027/ 
Wind energy  https///pixabay.com/de/photos/wassernaturwindräder1548122/ 
Word suggestions  https://unsplash.com/photos/ik_AuIWeBBM 