官术网_书友最值得收藏!

Applied Machine Learning Quick Start

This chapter introduces the basics of machine learning, laying down common themes and concepts and making it easy to follow the logic and familiarize yourself with the topic. The goal is to quickly learn the step-by-step process of applied machine learning and grasp the main machine learning principles. In this chapter, we will cover the following topics:

  • Machine learning and data science
  • Data and problem definition
  • Data collection
  • Data preprocessing
  • Unsupervised learning
  • Supervised learning
  • Generalization and evaluation

If you are already familiar with machine learning and are eager to start coding, then quickly jump to the chapters that follow this one. However, if you need to refresh your memory or clarify some concepts, then it is strongly recommend revisiting the topics presented in this chapter. 

主站蜘蛛池模板: 绵阳市| 甘谷县| 鸡东县| 嵊州市| 兰溪市| 吴桥县| 紫阳县| 淮安市| 宜君县| 都江堰市| 上杭县| 吉隆县| 禹城市| 斗六市| 荆门市| 交城县| 平阳县| 东乌| 海安县| 若羌县| 射洪县| 开远市| 福海县| 耿马| 延长县| 吉安市| 隆尧县| 法库县| 南安市| 扬州市| 墨玉县| 邹平县| 运城市| 三江| 漯河市| 乌兰浩特市| 高淳县| 峨山| 庄河市| 壤塘县| 嵩明县|