ADA: Another Data Analytics

Let's dig up the data together and find a radical insight. 

분석 플랫폼

• 분석환경
• 학습환경
• 운영환경

ADA 프레임워크

• Problem Definition
• Data Preparation - Acquisition, Preprocessing
• Exploratory Analysis - Feature Selection(Factor Analysis & PCA)
• Modeling
• Evaluation & Validation
• Visualization

알고리즘 유형

• Statistical Analysis
• TimeSeries Forecasting
• Association & Sequence Analysis
• Prediction Analysis
• Cluster Analysis
• Network Analysis
• Natural Language Analysis
• Reinforcement Learning

오픈소스 분석 기술

• RapidMiner [ https://rapidminer.com ]
• R [ https://cran.r-project.org/ ]
• RStudio [ https://rstudio.com/ ]
• Anaconda [ https://www.anaconda.com/ ]
• PyCharm [ https://www.jetbrains.com/ ]
• Github [https://github.com/ ]

 

Laboratory on Cloud

• Learn DS with Datacamp
        https://datacamp.com/
• R with RStudio
        https://rstudio.cloud/
• Python with Colab
        https://colab.research.google.com/

 

There's always another way.

2021.02.15.