Machine Learning Essentials (MLE)

What Our Learners Say
Course is well structured with wonderful insights from both trainers and international participants
Ally Allie
Ally Allie
ADZHAR BIN KAMALUDIN
ADZHAR BIN KAMALUDIN
I thoroughly enjoyed the workshop and likely to attend more courses in the future.
shai omarali
shai omarali
wylie vv
wylie vv
Lim Weihan
Lim Weihan
Dihui Toh
Dihui Toh
Learned a lot from the course and it is enjoyable.
Ridzuan Abd Rahim
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
Ahmed Salleh Mohamed Bashar
Mun Yin Ting
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
Saiful Rizal Alias
Lots of information and inout during training
Mohd Al Iman Zakaria
Mohd Al Iman Zakaria
Zaim Arif
Zaim Arif
Very interactive training. Very helpful
ariza husof
ariza husof
Professional training with good content
Michael Goh
Michael Goh
Huimin Tan
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
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
Raymond Flores
QIU YING NG
QIU YING NG
kamal ahmat
kamal ahmat
Yvonne Koh
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
natalie tee
Mr Dwayne is Great Passionate Speaker! Excellent
Sylvian Shooi Yang Hwa
Sylvian Shooi Yang Hwa
Justin Tang
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
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
Amalina Hashim
BoonTeong Teo
BoonTeong Teo
Attended a course with Casugol, and Dwayne is great at explaining, plus, he is patient with the explanations.
Elle Low
Elle Low
nurul atika
nurul atika
Amin Qim
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
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
Jimmy Gani
From the 3 courses i attended so far, I find them to be very engaging and informative. Highly recommend.
Chan Darryl
Chan Darryl
I gain great understanding on how to be a digital transformation professional and doing it step by step.
Triharto Bintana
Triharto Bintana
Mandeep Chahal (M20AIE248)
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
Yatie Lim
Mohd Saiful
Mohd Saiful
Excellent....
Hilmi Mohd
Hilmi Mohd
I would like to share knowledge gain from this session to others due to tremendously facts and objective
norsila misman
norsila misman
The training course is helpful for my job
Soohoo kinhoon
Soohoo kinhoon
Enjoyable training experiences
Bahrain Suffian
Bahrain Suffian
Excellent.
fisal ebrahim
fisal ebrahim
Great session ! Full of knowledge.
jefiena
jefiena
Fun way in gain knowledge
Eddy Matin
Eddy Matin
Experienced trainer and capable to provide consultation during training services
Raziz Rashid
Raziz Rashid
kamarun nizam
kamarun nizam
Interactive and lively session
Sharoul
Sharoul
Anisah Seleman
Anisah Seleman
Well-organized and interactive training
Syazwan Neamat
Syazwan Neamat
Raymond Eng
Raymond Eng
Good training. Good trainer. Good content. Good interaction
Zulkifli Zainol
Zulkifli Zainol

Upcoming Batches
Schedule Time (SGT / UTC +8) Sessions Date
Evening 6:00pm to 10:00pm
(Thursday)
1-Sessions 7 Oct | 6 Jan | 7 Apr
Register Here
Course Information
  • Duration: 4 Hours

  • Certification: Participants will receive a Certificate of Completion upon successfully completing the course

  • Who Should Attend: CIO, CTO, CISO, Information Specialist, Data Analysis, Data Scientist, Information Analysis, Marketing, HR, and Anyone interested in acquiring essential knowledge and skills in Machine Learning .
Course Objective

• Acquire the essential knowledge on Machine Learning and its application in organizations.

Learn the different techniques and application of various Machine Learning methods.

Pre-Requisite

No prior experience or technical knowledge required


Examination

NA

Module 1 Introduction to Machine Learning

Topics Covered
  • What is Machine Learning?
  • Importance of Machine Learning
  • Artificial Intelligence vs. Machine Learning
  • Machine Learning and Its Application
  • How Businesses Can Take Advantage of Machine Learning
  • Challenges to Machine Learning Success
  • Strongly versus Loosely Enforced Schemas
Module 2 Different Techniques in Machine Learning

Topics Covered
  • Key Components to a Successful Machine Learning
  • Supervised, Unsupervised, Semi-Supervised, Reinforcement Learning
  • Common Techniques in Machine Learning
  • Introduction to Regression Methods
  • Application of Regression Methods
  • Hands-On Exercises on the Application of Regression Methods
Module 3 Deep Dive into Logistic Regression

Topics Covered
  • What is Logistic Regression?
  • Key Components of Logistic Regression
  • Application of Logistic Regression
  • Hands-On Application of Logistic Regression using Python
  • Evaluation of a Logistic Regression Model


Machine Learning Essentials (MLE) 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)

Need more information?
Let us help if you are planning to advance your career and further your education. Request for more information.

Request for more