- Hands-On Machine Learning with JavaScript
- Burak Kanber
- 102字
- 2021-06-25 21:38:20
Data Exploration
The single most important thing for a beginner to know about machine learning (ML) is that machine learning is not magic. Taking a large dataset and naively applying a neural network to it will not automatically give you earth-shaking insights. ML is built on top of sound and familiar mathematical principles, such as probability, statistics, linear algebra, and vector calculus—voodoo not included (though some readers may liken vector calculus to voodoo)!
We will be covering the following topics in this chapter:
- An overview
- Variable identification
- Cleaning of data
- Transformation
- Types of analysis
- Missing values treatment
- Outlier treatment
推薦閱讀
- 工業(yè)機(jī)器人虛擬仿真實例教程:KUKA.Sim Pro(全彩版)
- 輕松學(xué)Java Web開發(fā)
- 精通Windows Vista必讀
- PyTorch Deep Learning Hands-On
- INSTANT Autodesk Revit 2013 Customization with .NET How-to
- 嵌入式操作系統(tǒng)
- 網(wǎng)中之我:何明升網(wǎng)絡(luò)社會論稿
- Linux內(nèi)核精析
- 計算機(jī)組成與操作系統(tǒng)
- Learning Linux Shell Scripting
- 納米集成電路制造工藝(第2版)
- 軟測之魂
- Hands-On Microservices with C#
- 工程地質(zhì)地學(xué)信息遙感自動提取技術(shù)
- Containerization with Ansible 2