The Ultimate Guide to Data Analytics, Data Mining, Data Warehousing, Data Visualization, Regression Analysis, Database Querying, Big Data for Business and Machine Learning for Beginners
De som köpt den här boken har ofta också köpt Co-Intelligence av Ethan Mollick (häftad).
Köp båda 2 för 531 krpart 1: data science
introduction
chapter 1: what is data science?
chapter 2: the art of data science
chapter 3: data science as a change agent
chapter 4: data science techniques
chapter 5: data visualization4
chapter 6: machine learning for data science
chapter 7: data science and big data analytics
chapter 8: data science tools towards data science
chapter 9: data security – protect major enterprise assets
chapter 10: mastering your data with probability
chapter 11: data in the cloud
chapter 12: artificial neural networks
chapter 13: data science modeling and featurization
chapter 14: five mining techniques data scientists require for their own toolbox
chapter 15: the concept of decision trees in data science
conclusion
part 2: data science for business
introduction
chapter 1: what is data science?
chapter 2: how big data works in data science
chapter 3: explorative data analysis
chapter 4: working with data mining
chapter 5: data mining text
chapter 6: basic machine learning algorithms to know
chapter 7: data modeling
chapter 8: data visualization
chapter 9: how to use data science right
chapter 10: tips for data science
conclusion