課程大綱： 網絡安全業務頂點項目培訓
Welcome to the Management of Information Security
This module provides a welcome to the course and describes the course modules that follow.
The lecture and reading will introduce you to the broad topic of security management and establish
the basic terminology needed for later modules. Also,
you will begin learning about the case company that you will use in an extended simulation
that spans the rest of this course as you build on your learning by engaging
in real world analysis and reporting on cybersecurity topics.
Governance and Strategic Planning in Information SecurityIn this module,
you will explore how organizations organize the cybersecurity function and engage in strategic planning.
This will include coverage of where the information security management team is placed in the organizational hierarchy,
what functions does the CSO of an organization fulfill, as well as some explanation of the strategic planning function.
You will also develop a simulated organizational plan
in a report to executive management as part of the ongoing case study.Risk Management
This module will define risk management and explore the processes used by organizations to identify and control risk.
This will include basic techniques used to identify and assess
risk as well as exploration of the risk control strategies that can be used to help control risk.
You will also experiment with reading an industry standard risk report
that you will summarize and analyze as you assess operational
risk for higher management as part of the ongoing case-based project.Regulatory Compliance,
Law and EthicsIn this module you will learn about how organizations must manage
the complex issues emerging from the rapidly changing legal and regulatory environment.
It will include a short overview of the laws and regulations
you should plan to learn about as well as an introduction to how
ethics is encountered in the workplace.
Then you will engage on a discussion on compliance with industry standards and governmental
regulation as a means to move closer to a more secure work environment.
As part of the ongoing case study you will be asked to advise management
on an ethical dilemma currently facing some of the management team at CHI.Security Programs
This module explores some of the other important elements commonly found in information security management programs.
While you will not cover every security management topic, you will explore performance measurement,
managing technical controls, and contingency planning.
Then, you will assess and report on the proposed incident response plans of
the simulated company as part of the ongoing case study.ConclusionIn this module,
you will synthesize the content in the course, complete a final exam, and complete your Capstone Project.
let's now begin to teach neural networks to recognize and predict on time series!Recurrent
Neural Networks for Time SeriesRecurrent
Neural networks and Long Short Term
Memory networks are really useful to classify and predict on sequential data.
This week we'll explore using them with time series...Real-world time series data
On top of DNNs and RNNs,
let's also add convolutions, and then put it all together using
a real-world data series -- one which measures sunspot activity over hundreds of years,
and see if we can predict using it.
加入高級會員獲得助教答疑
