AI & Cybersecurity
An extensive introduction to the complex interplay between artificial intelligence and cybersecurity
$1,000
Need to train multiple people? Contact sales.
Duration
4 days
Study mode
Online, instructor-led
Next date
12/16/2024
Stay ahead of the curve — learn to protect and innovate in the AI era
Artificial Intelligence seems to be increasingly at the center of the world of technology: you need to understand its security risks, and how you can use AI to better protect your digital assets.
This course is for you if...
✅︎ you’re an IT professional looking to enhance your skills
✅︎ you’re a business leader aiming to understand AI and cybersecurity for strategic decisions
✅︎ you’re a student or aspiring professional entering the tech industry
✅︎ you’re an entrepreneur interested in developing secure tech solutions
✅︎ you’re a government or defense representative focusing on digital security
✅︎ you’re an aspiring fraud analyst
✅︎ you’re an educator in the technology field looking to expand your knowledge
✅︎ you’re anyone with any kind of interest in technology and innovation
COURSE STRUCTURE
Attend classes according to your preferred schedule (live or asynchronous).
Each lecture is enriched with real life proofs-of-concept and engaging visuals.
Practice for the exam with the help of our training assistants.
Take as much time as you need.
Whenever you feel ready, take a proctored exam to certify your mastery of the course content.
You can also submit an optional personal project and receive extensive feedback.
WHAT THE COURSE COVERS
View the full syllabus here.
1. Introduction
Introduction to AI
Data and Big Data
Data analysis
2 . Supervised Learning
Classification
Predictive analytics
3. Image/Video Analytics
Deep Learning and Adversarial Neural Networks
Machine Vision
ANN for Machine Vision
4. Cyber & AI
Introduction to cybersecurity
Prediction model evaluation
Base-rate fallacy
5. Expert Systems
Multi-layered cyber protection
Rule-based vs machine learning for cybersecurity
6. Unsupervised Learning
Clustering
Anomaly detection
Association rule learning
7. Reinforcement Learning
Reinforcement Learning
Genetic algorithms
Autonomous robots
8. Text Analysis
Cyber Influence Operations
Text analytics
Sentiment analysis
9. Link Analysis
Link analysis
Social network analysis
10. Behavioral Analytics
Privacy and regulation
Profiling and security
The AI arms race
11. Understanding Data
Biases and fallacies
Predictive Analytics
12. The Future of AI
Adversarial AI
Generative Adversarial Networks
Future advancements
WHAT'S INCLUDED
✅︎ 20+ hours of live training
✅︎ Quizzes, exercises and infographics for every module
✅︎ Direct assistance from your trainer assistant
✅︎ Exclusive networking opportunities
✅︎ A final exam and certificate guaranteeing your competence in the field
✅︎ The chance to develop a personal project to showcase your abilities
✅︎ Accelerated access to the job market
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