Home: http://manmustbecool.github.io/MyWiki/

Contact: manmustcool[.at.]yahoo[.dot.]com

My notes

R

• R Basic - cheat sheet
• R Plot
• Shiny
• R Machine Learning
• Text Mining
• Association Rule
• Logistic regression with Gradient Descent
• R Decision Tree
• Baye network
• Q-Learning
• Entropy
• Density Estimation
• SVM (support vector machine)
• MCMC (Markov chain Monte Carlo)
• Development
  • R Development
  • Benchmark : matrix; data.frame; data.table
• Graph
  • Plot graph
  • Label propagration
• Constrained Optimization
  • Genetic Algorithm
  • MIP
• Dimension Reduction
  • Dimension Reduction
  • Reduction into a single variable/dimension
  • MDS and Random Forest Tree classification
• Time Serie
  • Time series
  • Arima
• Cluster
  • Clustering techniques
  • Clustering comparison
  • Genetic algorithm based clustering

Python

• Python Basic - cheat sheet
• Python Plot - jupyter
• ipywidgets - jupyter
• Plotly
• Python ML
• Text Mining/NLP
• Scikit-learn
• Sklearn decision tree
• Classification on Iris dataset
• Optimization
• Development
  • Package management
  • Asyncio
  • Decorator
  • Unit testing
  • Call Java from Python
  • Python R markdown
• Web development
  • Django
  • Flask + React
  • Dash
  • Dash collapsed sidebar
• Deep learning
  • Basic
  • Keras - simple neural network
  • Keras - LSTM
  • TensorFlow1.x - Basic classification

Cloud

• Virtual Machine
• Container - Docker
• Kubeflow
• Automation
• AWS

Big Data

• Hadoop
• Pig
• Hive
• Hbase
• Mahout
• Solr
• Flink
• Kafka
• Cloudera manager

Java

• Java JDK
• Java notes
• Java Collection

Others

• Linux
• Git, Maven
• Latex
• front end development
• Eclipse Modeling
• Dynamic Web service invocations from WSDL endpoints
• Software Development
• Magento
• Telecom
• Patent
• SQL
• Common Software
• Smartphone
• Block chain
• Ontology

Recent Publications

A Streaming Data Anomaly Detection Analytic Engine for Mobile Network Management

Enterprise search with development for network management system

RPig: Concise Programming Framework by Integrating R with Pig for Big Data Analytics

A distributed architecture for policy-customisable multi-tenant Processes-as-a-Service

https://sites.google.com/view/manmustbecool/home

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Project: https://github.com/manmustbecool/MyWiki/tree/gh-pages/Wiki

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