After learning of the main grammar Python, python want to use for data analysis, feeling "Python Data Analysis and Mining combat" can be used to study reference theory with practice, can manipulate the data to verify the contents of the basic theory for beginners or winter ridge help, starting from the actual scene to intervene to explain, there is cause and effect of the introduction, but for more methods, why not adopt one of these methods to perform refinement.
15 chapters, divided into two parts: Basics, actual articles. Basics introduces the basic principles of data mining, actual articles describes one real case, in simple terms by case analysis, data mining projects to obtain experience through practice cases unknowingly, while quickly comprehend the seemingly incomprehensible data mining theory. The use of matching cases in the reading process modeling data, with relevant data mining modeling tools to quickly understand the relevant knowledge and theories.
Basics (chapters 1 to 5), the main contents of Chapter 1 is an overview of data mining; Chapter 2 Data Mining Tool Python language modeling a brief description; Chapter 3, Section 4, Chapter 5 modeling data mining process, including the principle of common algorithms and data exploration, mining data preprocessing and modeling were introduced.
Actual articles (~ Chapter 615), data focus on the application of technology in electric power, aviation, health care, Internet, manufacturing and public service industries such as mining are analyzed. In the case of organizational structure, the first presentation of the case background and a mining target, and then elaborate analysis method and process of finalizing the order model were built, in key aspects of the modeling process, interspersed with program implementation code. By Hands can deepen the understanding of data mining techniques in the case of applications.
Learning Reference:
"Python Data Analysis and Mining combat (Zhang equal)" PDF, PDF, 352 pages, with bookmark; supporting data and source code.
Network disk download: http://106.13.73.98
More than 10 data mining experts and researchers, more than 10 years experience in large data mining consulting and implementation crystallization. From the application of data mining, electricity, aviation, health care, Internet, manufacturing and public service sectors such as real case the main line, introduced in layman's language Python data mining modeling process, highly practical.
