Lecture "Applied data science: Introduction" includes content: data science application, history data science, history statistisc, history big data, data science lifecycle, . We invite you to consult! | Applied Data Science Sonpvh 2022 1. Introduction 8. Validation 2. Application 9. Regularization 3. EDA 10. Clustering 4. Learning Process 11. Evaluation 5. Bias Variance TradeOff 12. Deployment 6. Regression 13. Ethics 7. Classification 1 3 -10 days Customer Loan Paper Authentication Appraisal Disbursement Online Application World bank Korean Office Forbes 2020 2 Exton Research 2021 3 3 2020 1 AUSTRADE Vietnam Digital banking in Vietnam 2018 4 69 of adults in Vietnam are unbanked World Bank 2018 5 4 3 toward data science 5 ZingMp3 gt 30 traffic Xavier 2014 6 ZOA improve gt 30 total click and follow Toward Data 6 Science 7 Edureka Data Science Application 2019 7 8 8 At a high level data science is a set of fundamental principles that support and guide the principled extraction of information and knowledge from data Provost and Fawcett 2013 9 9 Business week Databased Marketing 1994 Prof. Moshe Zviran Companies are collecting mountains of Conventional statistical methods work John W. Tukey information about you crunching it to well with small data sets. Today s The Future of data analytics - I have predict how likely you are to buy a come to feel that my central interest is databases however can involve millions Thomas Bayes product and using that knowledge to in data analysis Data analysis and the of rows and scores of columns of data Bayes theorem craft a marketing message precisely parts of statistics 1962 1999 1763 calibrated to get you to do so BC Peter Naur Danish Computer Scientist Professor C. F. Jeff Wu - University of Michigan Data Science - The science of dealing with data 1976 Calls for statistics to be renamed data Carl Friedrich Gauss science and statisticians to be renamed data Linked 2010 Linear Regression Method of least scientists. 1997 squares Predict the movement of planet 1809 1821 The International Association for Statistical Computing 1977 10 It is the mission of the IASC to link traditional statistical methodology modern Src Gil Press 2013 11
