Course 4 of 6 in theData Mining Specialization. Syllabus WEEK 1 Course Orientation The course orientation will get you familiar with the course, your instructor, your classmates, and our learning environment. Module 1 consists of two lessons. Lesson 1 covers the general concepts of pattern discove...
We have analyzed modern trends in intelligent security systems research and practice and worked out a syllabus for a new university course in the area of data mining and machine learning with applications to cybersecurity. The course is for undergraduate and graduate students studying the cyber...
Data Science CourseSyllabus Live CourseSelf-PacedIndustry ExpertAcademic Faculty Preparatory Session - Linux and Python Preview Python Learn the basics of Python, along with how to use them in IDEs Deep dive into the fundamentals of OOPS concepts like Classes, Objects, Inheritance, etc. ...
Syllabus WEEK 1 Introduction and Data Mining This first module contains general course information (syllabus, grading information) as well as the first lectures introducing data mining and process mining. WEEK 2 Process Models and Process Discovery In this module we introduce process models and the k...
https://github.com/vkantor/MIPT_Data_Mining_In_Action_2016/tree/master/trends https://github.com/yandexdataschool/Practical_RL https://github.com/yandexdataschool/HSE_deeplearning ICLR 2017 Review if you wanna turn LSTM, it's worth to read (from Socher): https://arxiv.org/pdf/1611.05104...
Therangeofdatacontainedinthebooklethasbeenlimitedtosyllabuscontentwhichmaybe assessedthroughwrittenexaminationpapers.Thisdatashouldbesupplementedbyotherresource materialasnecessaryduringthecourse,egbyusingdatasheets.However,shouldanyadditional information(ordatanotincludedinthisbooklet)berequiredinanexamination,itwillbeinclu...
Syllabus WEEK 1 Designing a transaccional system After completing this module, a learner will learn how to distinguish a transactional from an analytical information system according to consistency, concurrency and integrity, and how to propose an architecture that suits user requirements. ...
applied sciences Article Communication Analysis and Privacy in CAI Based on Data Mining and Federated Learning Qian Hu 1,*, Jiatao Jiang 2 and Weiping Lin 3 1 School of Media and Communications, Guizhou Normal University, Guiyang 550025, China 2 School of Mathematical Science, Guizhou Normal ...