莫納什大學(xué)FIT 5145Introduction to Data Science課程This unit looks at processes, case studies and simple tools to understand the many facets of working with data, and the significant effort in Data Science over and above the core task of Data Analysis. Working with data as part of a business model and the lifecycle in an organisation is considered, as well as business processes and case studies. Data and its handling is also introduced: characteristic kinds of data and its collection, data storage and basic kinds of data preparation, data cleaning and data stream processing. Styles of data analysis and outcomes of successful data exploration and analysis are reviewed. Standards, tools and resources are also reviewed. Basic curation and management are reviewed: archival and architectural practice, policy, legal and ethical issues.

　　莫納什大學(xué)FIT 5145Introduction to Data Science課程本單元著眼于流程，案例研究和簡(jiǎn)單工具，以了解數(shù)據(jù)處理的各個(gè)方面，以及數(shù)據(jù)科學(xué)在數(shù)據(jù)分析核心任務(wù)之上所做的重大努力。 考慮將數(shù)據(jù)作為業(yè)務(wù)模型和組織生命周期的一部分，以及業(yè)務(wù)流程和案例研究。 還介紹了數(shù)據(jù)及其處理：特征類型的數(shù)據(jù)及其收集，數(shù)據(jù)存儲(chǔ)和基本類型的數(shù)據(jù)準(zhǔn)備，數(shù)據(jù)清理和數(shù)據(jù)流處理。 審查數(shù)據(jù)分析的樣式和成功的數(shù)據(jù)探索和分析的結(jié)果。 還審查了標(biāo)準(zhǔn)，工具和資源。 審查基本的管理和管理：檔案和建筑實(shí)踐，政策，法律和道德問(wèn)題。

　　莫納什大學(xué)FIT 5145Introduction to Data Science課程本課程介紹是由往屆學(xué)長(zhǎng)學(xué)姐回憶編輯而成。

　　莫納什大學(xué)FIT 5145Introduction to Data Science課程這門課是代碼與理論相結(jié)合，代碼部分是非?；A(chǔ)的Python以及命令行語(yǔ)句。作業(yè)非常簡(jiǎn)單，考試也簡(jiǎn)單，不用背PPT, 考的全是常識(shí)哦～