Certified Strategic Artificial Intelligence (AI) Leader (SAIL) Using Python and R

Certified Strategic Artificial Intelligence (AI) Leader (SAIL) Using Python and R

Artificial Intelligence technologies continue to evolve, become more sophisticated, and more mainstream. The need for a Certified Strategic Artificial Intelligence Leader (SAIL) is expected to increase across a wide range of industries, from healthcare, to finance, and manufacturing. They will play a critical role in helping organizations to leverage the power of AI to drive growth and innovation while balancing ethical considerations and societal impact.

A Certified Strategic Artificial Intelligence Leader (SAIL) is responsible for driving an organization’s AI initiatives, with a focus on developing and implementing AI strategies that align with the company’s overall business objectives. They must possess a combination of technical expertise and business acumen to identify opportunities for leveraging AI to drive innovation and growth. They must also have a deep understanding of ethical and legal considerations related to AI to ensure that AI projects align with the company’s values and comply with relevant regulations.

Certified Strategic Artificial Intelligence Leader Using Python x R


Course Fee is in Singapore Dollars (SGD) . Apply for Financial Aid

Have a question about the course, enrolment or require Financial Aid?
Chat with an Education Officer or Email: hello@casugol.com

Select Your Preferred Batch Below:
Convert time your local time zone


  • Duration: 4 Day / 32 Hours

  • Certification: Participants will receive a Certificate of Competency upon successfully completing the course and passing the examination

  • Who Should Attend: Managers, Executives, Artificial Intelligence professionals, Data Analysts, Computer Scientists, Programmers, and Anyone interested in pursuing a career in the areas of Data Analytics, Data Science, and Artificial Intelligence (AI).
Course Objective

Acquire advanced knowledge and skills on how to apply AI-related technologies based on governance policies, and ethical, and regulatory requirements.

Learn how to use Python and R to develop and deploy AI-related technologies such as machine learning, deep learning, natural language processing, and computer vision.


No pre-requisite. Certified Strategic Artificial Intelligence is suitable for everyone.


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

Participants are expected to score a minimum of 70% to pass the examination

Course Outline

Module 1
Introduction to Strategic Artificial Intelligence Leadership

Strategic Artificial Intelligence Leadership (SAIL) refers to the ability of organizations to effectively manage and leverage AI to achieve their strategic goals. This involves developing a clear understanding of AI's potential, identifying the right use cases, building the necessary infrastructure and talent, and ensuring ethical and responsible use of AI.

Topics Covered

  • Introduction to Strategic Artificial Intelligence
  • Understanding the Business Context of Artificial Intelligence Application
  • Assessing Organization Artificial Intelligence Readiness
  • Developing an Artificial Intelligence Roadmap
  • Creating Value and Application of Artificial Intelligence (AI)
  • Evaluating the Impact of Artificial Intelligence
  • Artificial Intelligence Governance Framework

Module 2
Artificial Intelligence Project Management

AI project management is crucial because AI projects are often complex, require a high level of expertise, and involve various stakeholders. Effective management of AI projects can help ensure their success and prevent costly mistakes.

Topics Covered

  • Introduction to Project Management and Project Planning
  • Resource allocation for Artificial Intelligence (AI) Project Management
  • Risk Management in Artificial Intelligence (AI) Project
  • Monitoring and Evaluating Outcome
  • Managing Artificial Intelligence (AI) Project Team
  • Communication and Stakeholder Management
  • Project Management Method (Agile, Lean, Design Thinking, Waterfall)

Module 3
Data Management and Data Analytics Using Python and R

Data management and data analytics are critical components of data science. Python and R are popular programming languages used for data management and data analytics. In this topic, learners will have the opportunity to learn how to use Python and R for Data Management and Data Analytics.

Topics Covered

  • Python Programming for Data Management and Analytics (Python Syntax, Data Structures, Control Structures, Functions, and Modules)
  • R Programming for Data Management and Analytics (R Syntax, Data Structures, Control Structures, Functions, and Modules)
  • Data Ingestion and Storage Techniques using Python and R
  • Data Pre-processing Techniques using Python and R
  • Exploratory Data Analysis using Python and R
  • Descriptive Statistics using Python and R
  • Time Series Analysis using Python and R
  • Data Analysis and Visualization using Python and R

Module 4
Artificial Intelligence Technology and Tools

Artificial Intelligence (AI) is a rapidly evolving field that encompasses a wide range of technologies and tools. Both Python and R are popular programming languages used in AI development. Both Python and R provide a wealth of tools and resources for AI development.

Topics Covered

  • Deep Dive into Python and R for Artificial Intelligence
  • Machine Learning Models Using Python and R Libraries (Linear Regression, Logistic Regression, Decision Trees, Neural Networks)
  • Natural Language Processing (NLP) Overview Using Python Libraries
  • Computer Vision (CV) Using Python Libraries
  • Overview of Deep Learning Architectures - Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Generative Adversarial Networks (GAN)

Module 5
Ethical Artificial Intelligence (AI)

Ethical Artificial Intelligence (AI) refers to the development and use of AI systems in a manner that aligns with ethical principles and values. It is crucial in ensuring that AI systems are developed and used in a manner that benefits society and does not cause harm.

Topics Covered

  • Introduction to Ethical Artificial Intelligence
  • Understanding the Regulatory Landscape
  • Risk Management and Auditability of Artificial Intelligence (AI) Projects
  • Engaging Stakeholders, Addressing Concerns and Expectations
  • Corporate Social Responsibility (CSR) in Artificial Intelligence (AI) Context

Module 6
Data Governance for Artificial Intelligence

Effective data governance for AI requires ensuring that the data used to develop AI systems is accurate, reliable, and representative, and that it is appropriately secured and protected.

Topics Covered

  • Introduction to Data Governance Principles and Practices for Artificial Intelligence
  • Artificial Intelligence (AI) Data Management (Data profiling, data lineage, and Data Catalogue, Metadata)
  • Application of Data Security and Privacy Regulations to Artificial Intelligence (AI) Data
  • Data Ethics and Bias in Artificial Intelligence
  • Implementation of Data Governance in Artificial Intelligence (AI) Project
  • Emerging Trends in Artificial Intelligence (AI) Governance

Module 7
Organizational Change Management in Artificial Intelligence (AI) Projects

Effective organizational change management for AI requires engaging stakeholders, communicating the benefits and risks of AI, and providing training and support to enable employees to use AI technologies effectively.

Topics Covered

  • Introduction to Change Management Principles and Its Application to AI Projects
  • Change Readiness Assessment
  • Change Management Planning
  • Communicating Changes to Stakeholders
  • Artificial Intelligence (AI) and Digital Literacy Training
  • Artificial Intelligence (AI) Ethics Training
  • Change Support Strategies

Certified Strategic Artificial Intelligence involves rigorous usage of real-time case studies, hands-on exercises and group discussion

Some Reasons Why Learners Choose CASUGOL

  • International Certification Body

  • Presence in 38 Countries

  • Developed by Industry Experts

  • More than 42,000 professionals passed through our education system

  • Flexible program design for all individuals

  • Learn from internationally renowned leading industry experts, academics, and researchers

  • Support for participants during and after training

  • Enhance competency of workforce and improve individual career prospect

  • Customization of programs for specific industry, organization, government agencies, statutory boards

  • Learn in a highly interactive, supportive and encouraging environment

  • Regular invitation to attend courses / workshops / seminars / events at complimentary rate

Individual or Self-Sponsored Learners

  • STEP ONE: Select your preferred batch / category above

  • STEP TWO: Click on Add to Cart

  • STEP THREE: In the pop-up page, click on View Cart

  • STEP FOUR: In the Cart page, click on Proceed to Checkout

  • STEP FIVE: In the Checkout page, complete the Billing Details and click on Place Order

For corporate-sponsored participants, batch registration, or any questions on the course
Chat with an Education Officer

Certificate Verification

All certificates issued by CASUGOL are to individuals who have successfully completed CASUGOL Certification Programs / Executive Workshops and have fulfilled all requirements by demonstrating proficiency in applying the knowledge and skills acquired.

Click below to verify certificate

CASUGOL is dedicated to making education, knowledge, and resources accessible to everyone around the world. Our Financial Aid is aimed to empower learners who may encounter financial barriers in pursuit to advance their knowledge and technical know-how.

If you are unable to cover the costs of a course, you have the opportunity to request financial aid via the link found on the course's homepage. Upon approval for financial aid, you will gain full access to all course materials and can successfully complete the course to obtain a certificate.

Have a question with regards to Financial Aid?
Chat with our Education Officer

How to Apply

To apply for financial aid:

  • Step 1: Visit the Course Page and Click on the Apply Financial Aid below the Course Fee
  • Step 2: Fill out the form and submit your application
  • Step 3: Make sure your application meets a maximum of 250 word count
  • Step 4: Wait up to 24 Hours for your application to be reviewed

Upon reviewing your application, you will receive an email notification informing you of the approval or denial status.

What Will I Receive?

If you’re approved for financial aid, you’ll receive a discount off the cost of the course. We offer financial aid to help empower learners who wouldn’t otherwise be able to afford the course fee.

In order to fairly distribute financial aid resources to the learners who need it the most, the amount of financial aid you receive may depend on the details in your application and your geographical location.

Application Status

Approved Applications

Upon approved, you will receive an email letting you know. Please follow the instructions provided in the email to begin your learning journey.

Rejected Applications

In the event that your application is declined, you will receive an email providing an explanation for the denial. If there were any issues with your initial application, you have the option to submit a new application and reapply.

Have a question with regards to Financial Aid?
Chat with our Education Officer

What You Can Expect

Technology-Based Training

Open-Source Tools

80% Hands-On Exercises / 20% Theory

Designed by Industry Leaders and Subject-Matter Experts

Progressive Learning

Highly interactive, supportive and encouraging

Be recognized as a CASUGOL Certified Professional

What Learners Say

Awesome to Learn, Thanks Sir Dwayne.
Cliff Balayan
Cliff Balayan
Good beginner class to learn the foundation of the Data Analytics!
Friendly trainer. Always stopping to ask if we have any questions and asking us questions to make the lesson interactive.
Mindy Tan
Mindy Tan
Superb training experience!
Lilian Tan
Lilian Tan
Elaine Chan Wai Kuen
Elaine Chan Wai Kuen
Nazrul Azmi
Nazrul Azmi
Syamil Ani
Syamil Ani
Very in depth seminar conducted by Mr Dwayne Ong on CDTP course. We appreciate your time and support for the past 2 days on the course. Mr Dwayne was very knowledgeable and offered very valuable information. Great tools to apply for organizations moving towards Digitalizations
Bahagian Pengambilan Pelajar IPT
Bahagian Pengambilan Pelajar IPT
Very informative class. Participants able to learn latest trend in digital trend
Iman Cipta
Iman Cipta
It was an amazing experience. A very interesting learning experience outside my expertise
hamizan malek
hamizan malek
Nice experience on this training. Thank you.
MengKeong San
MengKeong San
Machine learning is very interesting
Esther Sihuraa
Esther Sihuraa
Emanuel Antonius
Emanuel Antonius
Learn enjoy with CASUGOL😁
Afri Official
Afri Official
Very nice
Khevind Adrian
Khevind Adrian
ferdy santoni
ferdy santoni
Jonatan Abednego
Jonatan Abednego
Adi Gunawan Lase
Adi Gunawan Lase
Great training experience!
Joshua P. Romero
Joshua P. Romero
The integration of case studies into our 2-day training has been instrumental in deepening our knowledge and preparing us to tackle real-world challenges in DX. It has been an engaging and enriching experience! Thank you, Dwayne/ CASUGOL =)
Yvette Halili-De Leon (YHD)
Yvette Halili-De Leon (YHD)
Training delivery was amazing. Complicated and technical concepts were distilled and made simple for participants to easily understand and relate to.Highly recommended for professionals who wants to upskill and bring better value to their respective organizations.
francis nepomuceno
francis nepomuceno

Artificial Intelligence Shorts

Quick lessons on a wide range of topics related to Artificial Intelligence (AI). Learn pragmatic tips on Artificial Intelligence (AI) deployment strategies, and acquire technical insights that can easily be applied in different scenarios.

Is the course right for me?

Let our learners share their experience with you

We want to make sure you feel great about starting your learning journey with us.
Chat with an Education Officer