Cyber Security Artificial Intelligence Strategist (CSAI)

What Our Learners Say

CASUGOL

4.9

Excellent knowledge of trainer, simplicity of presentation and very very engaging course.

Nilotpal Ganguly

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

Very interactive training. Very helpful

ariza husof

Professional training with good content

Michael Goh

Huimin Tan

Mr. Dwanye is very friendly and encourages the participants to actively participate in the course. He's very knowledgeable and was able to answer any questions that were posed by the class. He also took his time to explain concepts that were foreign to the class. Would definitely recommend to individuals who would like to expand their scope of skills in python.

Selina Lim

Great course! Great trainer (Dwayne)! I learned a lot of stuff which is very useful at work. Dwayne made the sessions very engaging which kept me more interested! Great Job!

Raymond Flores

QIU YING NG

kamal ahmat

Yvonne Koh

Learned a lot from the course. Thanks so much to our trainer Dwayne for always checking with us if we really understand and also patiently answering our questions 🙂

natalie tee

Mr Dwayne is Great Passionate Speaker! Excellent

Sylvian Shooi Yang Hwa

Justin Tang

Great training by Dwayne! He made all the participants feel at ease and comfortable to share their views and opinions. Syllabus covered was also very relevant and up to date with the latest technology trends. Kudos to the CASUGOL team for great delivery!

Muhammad Asyraf Mohammad Naim

Dwayne is an expert in Digital Transformation and all the knowledge shared is very helpful for me to implement at my organisation.

Amalina Hashim

BoonTeong Teo

Attended a course with Casugol, and Dwayne is great at explaining, plus, he is patient with the explanations.

Elle Low

nurul atika

Amin Qim

It's really worth it to attend Data Analytics Essential course. So many things I've learned. Really useful for my work

Nuraina Fatimah

I learned a lot from the course, especially on the Digital Transformation Framework, which helped to focus on what needs to be prepared and managed to implementing a successful digital transformation within organizations.

Jimmy Gani

From the 3 courses i attended so far, I find them to be very engaging and informative. Highly recommend.

Chan Darryl

I gain great understanding on how to be a digital transformation professional and doing it step by step.

Triharto Bintana

Mandeep Chahal (M20AIE248)

We had an in-depth training session by our trainer (Mr Dyawne Ong) on Digital Transformation Framework. Excellent training material, communication and analysis delivered throughout the 3 days training period.

Yatie Lim

MSaiful

Excellent....

Hilmi Mohd

I would like to share knowledge gain from this session to others due to tremendously facts and objective

norsila misman

The training course is helpful for my job

Soohoo kinhoon

Enjoyable training experiences

Bahrain Suffian

Excellent.

fisal ebrahim

Great session ! Full of knowledge.

jefiena

Fun way in gain knowledge

Eddy Matin

Experienced trainer and capable to provide consultation during training services

Raziz Rashid

kamarun nizam

Interactive and lively session

Sharoul

Anisah Seleman

Well-organized and interactive training

Syazwan Neamat

Raymond Eng

Good training. Good trainer. Good content. Good interaction

Zulkifli Zainol

Very informative and engaging training sessions provided

Darren Kong

Casugol delivers top quality python courses which are for all levels, and they are willing to go the extra mile to help individual candidates in their learning journey. Highly recommended !!!

RO HAN

Took the training Python Programming Essentials and learned a lot from it..

Carmen Marie Vergel De Dios (Meng)

Eric Foo

Thank you for the great experience and instruction during the course.

Jeremy Ong

haniiza Roslan

maziah mahmod

Excellence

Muhamad Hairy Rejap

Very good training and will recommend to my management and colleagues to attend this training

Jaini Bin Saleh

Great sharing on Digital Transformation Courses.

Shahril Mohd Salleh

Kate Becca

Linh Nguyen

Khóa học chuyên nghiệp và chất lượng. Là đơn vị uy tín cho bất kỳ ai muốn trở thành chuyên gia Chuyển đổi số!

Long Trần

yoges subra

Thanks Dwayne for the good training on overall Data Transformation

Cf Mah

Dani Pradana

Materinya lengkap dan berkualitas. Cara pegajaran baik sehingga mudah dimengerti

dul tawwab

The Future Tech: Women in Tech 2021 was a great conference that showcased numerous women making waves within the tech industry throughout the world. I really enjoyed this event.

Renita Rhodes

Mohsen Marjani

Thulasyammal Ramiah Pillai

The training is clearly defined, organized, easy to follow, and relevant to me and I am sure that the training experience will be useful in my job.Mr Dwayne Ong is an expert, he is very ready in training and of course provides individual assistance when needed.I'm excited to be part of the training at Casugol 🙂

Dadan Abdullah

In Casugol I had a comfortable learning experience, even though the class was online but I still got detailed programming techniques, communicative and comfortable learning . thank you casugol

Mina Ismu Rahayu

I Attended Advanced Python Programming Professional course, it well covered of theories and technical skills, and plus point is course instructor very kind in giving essential information and his experience, he'd demostrated and explained to us in ML Logistic Regression as an extra before the training ending. I gains a lot! thanks!

Samson Teo

It is a good course to gain a good understanding of what is machine learning. Although rather technical, course instructor was able to simplify the concepts for the participants to understand. Also reasonably priced.

Ah Kau Lim

I have had some very interesting experiences with Casugol and in particular the presentation sessions with Dwayne Ong, the CEO of Casugol. His session with Taylors University students had been very refreshing from the viewpoint of sharing industry knowledge and enlightening students and exposing them to experiences that they may not get from a classroom setting. Dwayne Ong has been an avid knowledge sharing expert in all his sessions. I would certainly recommend all educational institutions to seek the expert guidance of one of our most cherished exponent of Digital Transformation and advocate of knowledge for everyone. Good thing about the certifications, it never expires.

Azween Abdullah

I attended the online conference today. I came to know this conference from Mr. Jovan Hutton Pulitzer's Telegram. Not only Jovan but also other speakers were so inspiring.(by Maeko Ushiro)

kagechiyo09

This WIT conference was very professional and well put together! I enjoyed being a part of this and would recommend attendance for this to anyone in this industry to both learn and provide assistance with higher education..

Michelle Moore

Future Tech: Women in Tech 2021 was an excellent virtual event that brought professional speakers from all around the world. Casugol created a platform to showcase the women talents and skills in STEM that many have benefitted. Well Done!!

kavitha muthy

WeiWei Goh

seongryeong kim

Juan Carlos Ascanio

Kunal Thakkar

Glad that I have attended Dwayne class on Python. Great delivery of course content. Clear, systematic approach to deliver the online course.

Jason Hee

Karthik P

Python Programming Essentials training was good. Well balance content with the right amount of essential details and plenty of hands-on activities to grasp the essential concept.

Luis

Yukiyama Natsuki

Marc Cheng

Faizal M. Ali

miszz ainur

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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