following, we would have something: hHp://docs.mongodb.org/manual/core/data-­‐modeling-­‐introduc*on/ WHY MONGODB - DYNAMIC FEED MANAGEMENT Data is stored in “Collec*ons” database provides great flexibility. hHp://docs.mongodb.org/manual/core/data-­‐modeling-­‐introduc*on/ WHY MONGODB - DYNAMIC FEED MANAGEMENT Embedding data allows the

descriptive statistics if you're not using NumPy or pandas. ● Statsmodels helps with tatistical modeling: Linear models, GLMs, among others. ● Scikits is a statistical and scientific computing package notably smoothing, optimization and machine learning. ● PyMC is for your Bayesian/MCMC/hierarchical modeling needs. ● PyMix for mixture models ● If speed becomes a problem, consider Theano. Theano is a Python

92 Configuring the Column Family Key Cache 92 Configuring the Column Family Row Cache 92 Data Modeling Considerations for Cache Tuning 93 Hardware and OS Considerations for Cache Tuning 93 Estimating considerations for Cassandra data model planning. Start with Queries The best way to approach data modeling for Cassandra is to start with your queries and work backwards from there. Think about the actions Performance for more information about monitoring tuning changes to a column family key cache. Data Modeling Considerations for Cache Tuning If your requirements permit it, a data model that logically separates

Crow's Foot notation style. IDEF1X The ICAM DEFinition language information modeling method. UML Universal Modeling Language style. Classic A classic notation style. Black and White Change

objects will only show the name. IDEF1X The ICAM DEFinition language information modeling method. UML Universal Modeling Language style. IE (Crow's Foot) Crow's Foot notation style. Black and White

connect to local/remote servers, providing several utility tools such as Cloud Collaboration, Data Modeling, Data Transfer, Data/Structure Synchronization, Import/Export, Backup/Restore, Charts, Data Generation view will only show the name. IDEF1X The ICAM DEFinition language information modeling method. UML Universal Modeling Language style. IE (Crow's Foot) Crow's Foot notation style. Black and White

connect to local/remote servers, providing several utility tools such as Cloud Collaboration, Data Modeling, Data Transfer, Data/Structure Synchronization, Import/Export, Backup/Restore, Charts, Data Generation Crow's Foot notation style. IDEF1X The ICAM DEFinition language information modeling method. UML Universal Modeling Language style. Classic A classic notation style. Black and White Change

connect to local/remote servers, providing several utility tools such as Cloud Collaboration, Data Modeling, Data Transfer, Data/Structure Synchronization, Import/Export, Backup/Restore, Charts, Data Generation Crow's Foot notation style. IDEF1X The ICAM DEFinition language information modeling method. UML Universal Modeling Language style. Classic A classic notation style. Black and White Change

Administration Oracle Enterprise Manager for MySQL Graphical Tools • MySQL Workbench • Data Modeling • Database Administration • SQL Editor MySQL Shell • Admin API • Python Scripting

concurrent.futures package from Python 3 Gensim Topic modeling and document indexing GluonTS (Python 3 only) Probabilistic time series modeling h5py Read and write HDF5 files idna Internationalized ini-parsing, io, code, log facilities pyLDAvis Interactive topic model visualization PyMC3 Statistical modeling and probabilistic machine learning pyparsing Python parsing pytest Testing framework VMware Tanzu processing srsly Modern high-performance serialization utilities for Python StatsModels Statistical modeling subprocess32 Backport of the subprocess module from Python 3 Tensorflow (RHEL/CentOS 7 only) Numerical