Cyber Security Artificial Intelligence Strategist (CSAI)

What Our Learners Say

CASUGOL

4.9

Wilasinee Lerdrittipong

Recomended

Vladimir Cvetinovski

Tanapon Phenrat

a helpful training by Dwayne!

Danial Iskandar

It was very informative, full of knowledge and lots of wisdom that can be used in the workplace. It introduces practical approach in implementing design thinking to server customer very well. Thank you.

Lu Skywalk

Jao Del Rosario

Thank you for sharing your knowledge in Data Analytics Essentials and facilitating the sessions for us here at DBS Cebu. The training was very engaging and Dwayne was willing to share his experiences and best practices.I recommend Dwayne and the CASUGOL team!

Jose Macasero

I had zero knowledge about python but I really enjoyed and learned a lot from the sessions. Dwayne is also making sure that he accommodates all our questions. The class was interactive and it was overall insightful. Looking forward to apply my learnings.

Denesse

Nice!

Daniel Chris Moiket

It was a great pleasure to be trained by no less than Dwayne Ong himself. We've been looking for the right training provider here in Cebu for months since there are no provider that has the expertise and right credentials to provide the technical training for Data Analytics and Python. We are glad that we found Casugol. Dwayne did not disappoint. He has the expertise with the subject matter, his examples are customized to the need where the participants can relate. The class was also fun, not boring despite being a technical course. He also promote interactive discussion and we felt comfortable to share and ask questions. Looking forward for more partnership with Dwayne/ Casugol.

Ren Em

I attended the Data Analytics Essentials. It was a lean and efficient one. It has a clear course outline and has lots of hands-on exercises that are easy to understand. Dwayne our trainer is very knowledgeable on the course so it is easy to ask technical questions and layman term’s questions, for sure he can understand you. 🙂 Highly Recommended workshop!

Merlyn Villacorta

Lejandro Juslin Casinto

Learning Python in CASUGOL make it easy by Sir Dwayne, thank you so much.

Philip Vincent Bascar

TM Schulz

Salvador Roel Rubi

The content was organized and easy to follow! Great

Nabilah saifulbahrin

DHAREN NACKEERAN

Yeger Kiju

Henry Chin

李秋龙

Quyen Le Dang

Cường Bùi Hồng

fairulizan horian

Training CDTP

Ts. Mohd Nordin Salleh

lots of new knowledge, big thanks to CASUGOL..!

ABDUL MANAN ABDUL LATIP

More than the certification itself, it’s the learnings from colleagues and groupmates and how it was facilitated by Dwayne are the ones which are more rewarding. Dwayne has a wide range of experiences to share which I truly appreciate! Probably, one of the best training programs we have today!

John Gilbert Garcia

Carlo Bernal

Thank you for the awesome job sharing Digital Transformation and facilitating the sessions.The interactions were very insightful and fun, and tons of learning.3 days of training will not do justice to go through all the topics in depth, but Dwayne did his best and made sure to touch the most important ones. The collective sharing of inputs from the class made it even better. I recommend Dwayne and Casugo team!

Reggie Vallente (RDPS)

Jocelyn Imperial

Ernesto Manuel

Raul Raymond Kapuno

Mylin Sumang

Great course especially for quality practitioners or process improvement specialist who wish to convert there process to be digitally transformed 👍👍👍👍👍

Nikko Paolo Bautista

The Digital Transformation Professional Certification is an enriching program. Dwayne is such an engaging and knowledgeable facilitator. The live program allowed valuable interaction and sharing from the participants adding immense learning to the well structured syllabus. No matter which stage of digital transformation your organization is in, you will learn very important concepts that are readily applicable to you. I particularly like the holistic Digital Transformation Framework which is often neglected.

Ricco Estanislao

It was fun taking the Certified Digital Transformation Professional. It was very engaging and inspiring that you would want to kickstart DX on your organization. It was made very clear that DX should be simple. Focus on the intent and objective and not the nice to have. Thanks Casugol for this.

Ellaine Kris Mendoza

Great training content and delivery!

Carl Dominick CALUB

Training was very engaging, Dwayne was very knowledgeable and always willing to share his experiences and best practices.

Ronan Verdejo

TEOH YAN QIN

Good course. Very detail in explaining programming concepts.

cheng muon cheun

Zega Rahmat

The best pokok e

Frengky Leuape

Was a fun learning session. Mentor was very patient as well and taught everyone until we understand

Ver off

The PPE Class is systematical and easy to learn and understand

Andrianto Zhang

Taufik Faturrahman

Excellent

Cathrine Naomi

Khe ben

Kiki Valentina sianturi (sianturi)

Nice

cheng khai xean

I am attended Digital Transformation Professional online class which is give me astounding new skill and knowledge on how the digital transformation is good in the organization.Kudo's Dwayne and Team. Appreciate it!

izad rahman

Royyan Ammar

Павло Криндач

Great courses giving the most important material

Volodia Motyka

Briefly - great teacher, great course. That was a fun and interesting experience!

Ярослав Степаняк

Very grateful to Dwayne and the team for providing us with an opportunity to learn new interesting stuff at a difficult time like this☺️ Best wishes from Ukraine!

Настя Личак

eko budiharjo

Ahmad Mohd

Michael Tkachenko

The experience is good as the trainer is highly engaging and willing to attend to student who is in need of help when face with challenges to proceed with the exercises.

edward koh

Thank you very much Dwayne for the interesting knowledge sharing during the 4-day Data Governance training.

Mad Yani

This is my first experience attending Data Governance related courses. Found it informative. Have lots of actual example in getting started with DG and up to implementing the DG. The course material is very straight forward and the delivery of the course do full filled my learning objective.

Faroza binti Mohamed Sohor

Irfan Azhari Mohd Salleh

recommended course for digital transformation

jodhi caster

good session

Ee Seng Teo

Ghobi

Jia Wei

Zhi Yu Lim

Teo Chun Hau

BIBIANA PEREZ RIOS CORDOBA

FABIAN GAEL ARIAS JIMENEZ

The trainers are well prepared, they try to give you the information in a simple way to be able to understand all the topics, and if you don't understand something they spend their time until you can solve your doubts

JONATHAN DOMINGUEZ PATIÑO

Los cursos impartidos son accesibles en cuanto a tiempo y dinero. Los profesores claramente son unos profesionales en su área, tienen mucha paciencia y nos apoyan en cuanto surge una duda, sin importar la hora en la que preguntas. Cuentan con los recursos necesarios para poder impartir cualquier tipo de curso relacionado con la programación. Los recomiendo...

MISAEL RESENDIZ JUAREZ

Uriel M.

LUIS ALBERTO VARGAS AGUILAR

You will learn on Digital Transformation

Dr. Sri Ganesh Michiel

Trainer is very knowledgeable and the course is very relevant to real world applications

Timothy Wong

Great and simple course contents

Prachur Shukla

Course is well structured and very informative

Ali Al-Ansari

Well done indeed

Waleed Tamimi

Mohammed Juma

Mb Reddy

W Yeo

This 4-day course has been tremendously helpful and insightful. I started from near zero knowledge but with my lecturer, Mr Dwayne Ong's patience and ability to make me comfortable, I have come to appreciate Python programming and its capabilities. I look forward to learning more through practice in future with Casugol's help.

Daniel Goh

Ashraf Husseini

Kim Guan Goh

Course is well structured with wonderful insights from both trainers and international participants

Ally Allie

ADZHAR BIN KAMALUDIN

I thoroughly enjoyed the workshop and likely to attend more courses in the future.

shai omarali

wylie vv

Lim Weihan

Dihui Toh

Learned a lot from the course and it is enjoyable.

Ridzuan Abd Rahim

This is a God-sent Data Science course provider. Dwayne has been very accommodating and very professional. I will definitely continue my Data Science journey with Casugol.

Ahmed Salleh Mohamed Bashar

Mun Yin Ting

Excellent course by Dwayne. Very professional, collaborative and spot on pace and contents. Kudos to Dwayne and CASUGOL team. Looking forward for other upcoming courses.

Saiful Rizal Alias

Lots of information and inout during training

Mohd Al Iman Zakaria

Zaim Arif

Course Information

Duration: 5 Day / 40 Hours
Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination
Who Should Attend: CTO, CISO, CIO, Network Security Engineer, Cyber Security Engineer, IT Security Professional , Data Analyst, or Anyone who are interested in pursuing a career in the areas of Cyber Security and Artificial Intelligence

Course Objective

Acquire advanced knowledge and technical competency to design and incorporate artificial intelligence with cyber security

Learn how to leverage on artificial intelligence, machine learning techniques as part of your cyber security strategy.

Pre-Requisite

It is preferred that participants successfully completed and pass Cyber Security Essentials (CSE) or Python Programming Essentials (PPE)

Examination

Participants are required to attempt an examination upon completion of course. This exam tests a candidate’s knowledge and skills related to Cyber Security, Artificial Intelligence and Python Programming based on the syllabus covered

Module 1 Deep Dive Into Artificial Intelligence

Topics Covered

Application of AI in Cyber Security
Brief Introduction on Artificial Intelligence

Machine Learning for Cyber Security Overview
Training and Optimization of Machine Learning Models

Module 2 Python Programming For Cyber Security Professionals

Topics Covered

Understanding the Basics of Python Programming
Common Python Libraries for Artificial Intelligence / Cyber Security

Import / Exporting Data in Python
Data Cleansing, and Visualization in Python

Module 3 Applying Machine Learning

Topics Covered

Train-Test-Splitting of Data
Standardization of Data
Principal Component Analysis
Using Markov Chains to Generate Text
XGBoost Classifier

Time Series Analysis using Statsmodel
Detecting Anomaly with Isolation
Natural Language Processing
Model Performance Evaluation

Module 4 Detection of Email Threats with Artificial Intelligence

Topics Covered

Spam Detection with Perceptrons
Spam Detection with SVMs

Phishing Detection with Logistic Regression
Using Naïve Bayes for Spam Detection

Module 5 Malware Threat Detection

Topics Covered

What is Malware Analysis
Classification of Malware Families
Decision Tree Malware Detection

Detecting Metamorphic Malware with HMMs
Deep Learning for Malware Detection

Module 6 Network Anomaly Detection

Topics Covered

Identifying the Various Network Anomaly Detection Techniques
Classification of Network Attacks

Detecting Botnet Topology
Machine Learning Algorithms for Botnet Detection

Module 7 User Authentication Security With Artificial Intelligence

Topics Covered

What is Authentication Detection
Identification and Prevention of Authentication Abuse
Account Reputation Scoring

Subscribe to Slack Events
Subscribe to Bot Events
Post Deployment Verification: Slack Bot

Module 8 Generative Adversarial Network (GAN)

Topics Covered

What is Generative Adversarial Network (GAN)
Common Python Libraries for GAN
Network Attack via Model Substitution

IDS evasion via GAN
Facial Recognition Attacks with GAN

Module 9 Penetration Testing with Artificial Intelligence

Topics Covered

Key Requirements to Perform Penetration Testing with AI
CAPTCHA breaker
Using Neural Network-assisted Fuzzing
DeepExploits

Web Vulnerability Scanner using AI
IOT Device Type Identification using AI
Malicious URL Detector
Deep Learning Based Automatic Detection

Cyber Security Artificial Intelligence Strategist (CSAI) involves rigorous usage of real-time case studies, hands-on exercises and group discussion

What Past Participants Say

The examples and cases shared in class are delivered in a clear, structured and easy to understand manner. It provide me with confidence to kickstart my own Machine Learning project.

Falhuddin Bin Nurdin

This course provide me with the detailed information required and essential tips how to explore more into the subject. The trainer is very helpful throughout the course. With his encouragement, I can understand the topics with ease even when I am not experience in programming.

Shalini Karthik

Why CASUGOL

Customization of Programs for specific industry, organisation, government agencies, statutory boards.

Flexible programmes designed to cater to the individual needs of participants, whether for professional upskilling, or for general interest.

Benefit from contribution from leading Industry Experts, Academics, and Researchers from across the world.

Opportunities for employers to develop their workforce and for individuals to enhance their career.

Dynamic learning environment that providing participants with professional networking opportunity.

Online support for participants after the training.

Explore More Courses

Certification Programs

Cyber Security Essentials (CSE)

Advanced Cyber Security Analytics (ACSA)

Executive Workshops

Cyber Security Overview
(CSO)

Vulnerability Assessment / Penetration Testing (VAPT)

Web Application Security
(WAS)

Information & Data Security Overview (IDSO)

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