Set of notebooks that explore advanced algorithmic techniques and collectively serve as a Computational intellgience Toolbox for building Data+AI Products
- Singular Value Decomposition - Linear Algebra
- The Latent Dirichlet Allocation Model for Topic Modeling
- Mining a Process Model from Event logs
- Associative Rule mining
- Collaborative Filtering
- Clustering
- PCA
- Markov Chains and Markov Decision Processes
- Decision Trees
- CNF-SAT
- Compression