PDP Url

Cybersecurity Data Science

In this one-of-its-kind course, we will be covering all from the fundamentals of cybersecurity data science, to the state of the art. We will be setting up a cybersecurity lab, building classifiers to detect malware, training deep neural networks and even breaking CAPTCHA systems using machine learning.

Self-Paced

Learning Style

Course

Learning Style

Beginner

Difficulty

1 Hour

Course Duration

Course Info

Download PDF

Certificate

See Sample

tab
About Individual Course:
  • Individual course plan gives you access to this course
$99.00
$99.00
/ Each
1 Learners Have Enrolled For This Course
When you subscribe, you get:
Learn Subscription plan gives you access to this course and over 840 other popular courses
On Sale!
Now Only $39.99 Regular Price $44.99
Now Only $39.99 Regular Price $44.99
/ Month
Team
Pricing
  • Buy 5-9 Enrollments And Save 68% ($12.74 monthly.)
  • Buy 10-19 Enrollments And Save 72% ($11.24 monthly.)
  • Buy 20-above Enrollments And Save 78% ($8.99 monthly.)
1 Learners Have Enrolled For This Course

You have already taken demo for this course.

If you want to get access to demo again, feel free to contact our support at (855) 800-8240
In this one-of-its-kind course, we will be covering all from the fundamentals of cybersecurity data science, to the state of the art. We will be setting up a cybersecurity lab, building classifiers to detect malware, training deep neural networks and even breaking CAPTCHA systems using machine learning.

Course Information

About this Course:

The best of the best badass hackers and security experts are using machine learning to break and secure systems. This course has everything you need to join their ranks.

In this one-of-its-kind course, we will be covering all from the fundamentals of cybersecurity data science, to the state of the art. We will be setting up a cybersecurity lab, building classifiers to detect malware, training deep neural networks and even breaking CAPTCHA systems using machine learning.

If you've tried to enter the super hot field of cybersecurity and machine learning, but faced rejection after rejection, needing experience to get experience, feeling hopeless that the demand and pay are so high, but nothing you are doing is letting you in, this is your chance to gain an edge over the competition. This is your chance to get credentials and real experience.

If you are looking to break into the field of cybersecurity data science, pick up on the bleeding edge tools, and become the best in the field of cybersecurity, this course is for you.

We will be using python and scikit learn for majority of our machine learning, and keras, a wrapper for tensorflow, for deep learning. This course is hands on and practical. Consequently, a student is expected to put in the work and not be shy about getting their hands dirty with some malware!

Course Objectives:

  • Use machine learning to classify malware.
  • Malware analysis 101.
  • Set up a cybersecurity lab environment.
  • Learn how to tackle data class imbalance.
  • Unsupervised anomaly detection.
  • End-to-end deep neural networks for malware classification.
  • Create a machine learning Intrusion Detection System (IDS).
  • Employ machine learning for offensive security.
  • Learn how to address False Positive constraints.
  • Break a CAPTCHA system using machine learning.

Audience:

  • Data scientists curious to apply the craft to the field of cybersecurity.
  • Cybersecurity experts curious to see how data science can be applied to cybersecurity.

Prerequisites:

  • Basic programming in python.
  • Basic knowledge of data science.

Outline

Course Authored By:

Emmanuel Tsukerman

Emmanuel Tsukerman has graduated from Stanford University and obtained his PhD from UC Berkeley. In 2017, Dr. Tsukerman's Anti-Ransomware product was listed as Top 10 Ransomware Products of 2018 by PC Magazine. In 2018, Dr. Tsukerman designed a ML-based instant-verdict malware detection system for Palo Alto Network's Wildfire service of over 30k customers.

More Information

More Information
SubjectsInformation Security
Lab AccessNo
Learning StyleSelf-Paced Learning
Learning TypeCourse
DifficultyBeginner
Course Duration1 Hour
LanguageEnglish

Reviews

Write Your Own Review
Only registered users can write reviews. Please Sign in or create an account

Information
Virtual instructor Led

Virtual Classroom Courses

Our virtual instructor-led courses give you access to live instructors training you with other live students in a virtual classroom environment.

200+ Virtual Classroom Courses
Information
Self-Paced

Online Self-Paced Courses

Take self-paced online courses at your convenience and own pace, with unlimited access to courses in various emerging technologies.

700+ Self-Paced Courses
Information
College

E-books blogs, case studies, ariticles

As part of informal learning, our platform will recommend E-books, whitepapers, case studies, articles, and videos. This is AI curated content closely aligned with your learning objectives.

E-books blogs, case studies,...
Information
College

College Accredited Courses

QuickStart courses are accredited by several top schools and universities, including Texas A&M and University of Phoenix. You can print out certificates and also apply them towards your degree plan with them.

College Accredited
Information
Dashboard

Full Learning Dashboard & Analytics

Access all your enrolled, completed, course statistics, and community discussions from one centralized and intuitive learning dashboard with built in analytics, course tracking, time spent, and more.

Analytics/Reporting
Information
Social

QuickStart Discussions

Engage with other learners where you can directly chat, ask questions, and socialize with other learners experts and instructors on a course subject.

Community Access Community Access
Information
Labs

Virtual Labs

Videos and lectures only go so far. Get real world, hands-on practice with virtual labs (not available for all courses).

Virtual Labs Virtual Labs
Information
Live Instructor Support

Live Instructor Mentoring & Support

Get your IT problems solved through a community of mentors, experts and peers. Get live help from experts to answer questions on course material or guidance on a project.

Mentoring & Discussions Mentoring & Discussions
Information
Dashboard

Career Paths

Start a learning pathway towards understanding and mastering your career. With QuickStart career paths, you can fully understanding and being the best in your field.

Learning Paths Learning Paths
Information
Dashboard

Informal Learning

Access to AI curated content from various content publishers which can help in self-directed learning.

Informal Learning Informal Learning
click here