Credit Risk Analysis & Mitigation
Master the intricacies of credit risk analysis with our expertly designed program. Dive deep into essential methodologies for assessing and mitigating risks associated with lending activities. Our course offers hands-on experience with real-world case studies to enhance your understanding of financial statements, regulatory frameworks like Basel III, and advanced modeling techniques. Equip yourself with cutting-edge skills in digitalization and automation to stay ahead in today's dynamic financial landscape.
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Corporate Pricing
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What you'll learn
- Apply advanced modeling techniques to calculate probability of default.
- Implement effective strategies for managing problem credits and recovery processes.
- Analyze financial statements to assess creditworthiness using key ratios.
- Understand the fundamental concepts of credit risk and its various types.
- Explore regulatory frameworks impacting credit risk management.
- Develop proficiency in both qualitative and quantitative credit assessment techniques.
- Leverage technology for automating credit scoring processes.
Why should you attend?
Credit risk analysis and mitigation are critical components of financial management, particularly within banking and financial institutions. This course provides a comprehensive exploration of credit risk, starting with its definition and characteristics. Participants will learn about various types of credit risks such as default risk, counterparty risk, and concentration risk. The importance of managing these risks effectively is underscored through real-world examples and case studies. The course delves into the fundamentals of credit risk measurement, introducing key concepts like the 5 Cs and 5 Ps of credit analysis. It also examines the interaction between market, credit, and operational risks, emphasizing the trade-offs between shareholder value and risk/reward dynamics. Through hands-on exercises, learners will analyze sample credit reports to identify potential risk factors. Financial statement analysis is another crucial aspect covered in this course. Participants will gain insights into interpreting balance sheets, income statements, and cash flow statements to assess creditworthiness. Key financial ratios for liquidity, leverage, and profitability are discussed alongside qualitative factors that influence financial analysis. Advanced topics include credit risk assessment techniques using both qualitative and quantitative methods. Learners will explore traditional and machine learning approaches to credit scoring models. The role of regulatory frameworks such as Basel II and III in determining capital requirements for credit risk is also examined. Finally, the course addresses practical applications such as portfolio management, early warning systems for credit monitoring, handling distressed credits, and leveraging technology for automation in credit processes. By the end of the course, participants will have developed a robust understanding of how to manage and mitigate credit risks effectively.
Course Syllabus
Day 1 - Credit Risk Fundamentals
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Risk Mitigation Strategies
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Ratings and Reviews
Instructor
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
Instructor
FAQ
Frequently Asked Questions About This Course
Why should you attend?
Credit risk analysis and mitigation are critical components of financial management, particularly within banking and financial institutions. This course provides a comprehensive exploration of credit risk, starting with its definition and characteristics. Participants will learn about various types of credit risks such as default risk, counterparty risk, and concentration risk. The importance of managing these risks effectively is underscored through real-world examples and case studies. The course delves into the fundamentals of credit risk measurement, introducing key concepts like the 5 Cs and 5 Ps of credit analysis. It also examines the interaction between market, credit, and operational risks, emphasizing the trade-offs between shareholder value and risk/reward dynamics. Through hands-on exercises, learners will analyze sample credit reports to identify potential risk factors. Financial statement analysis is another crucial aspect covered in this course. Participants will gain insights into interpreting balance sheets, income statements, and cash flow statements to assess creditworthiness. Key financial ratios for liquidity, leverage, and profitability are discussed alongside qualitative factors that influence financial analysis. Advanced topics include credit risk assessment techniques using both qualitative and quantitative methods. Learners will explore traditional and machine learning approaches to credit scoring models. The role of regulatory frameworks such as Basel II and III in determining capital requirements for credit risk is also examined. Finally, the course addresses practical applications such as portfolio management, early warning systems for credit monitoring, handling distressed credits, and leveraging technology for automation in credit processes. By the end of the course, participants will have developed a robust understanding of how to manage and mitigate credit risks effectively.
What you'll learn
- Apply advanced modeling techniques to calculate probability of default.
- Implement effective strategies for managing problem credits and recovery processes.
- Analyze financial statements to assess creditworthiness using key ratios.
- Understand the fundamental concepts of credit risk and its various types.
- Explore regulatory frameworks impacting credit risk management.
- Develop proficiency in both qualitative and quantitative credit assessment techniques.
- Leverage technology for automating credit scoring processes.
Course Syllabus
Day 1 - Credit Risk Fundamentals
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Day 2 - Risk Mitigation Strategies
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 2
Public Pricing
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Subsidies
Ratings and Reviews
Instructors
Dr. Esther Suria Kala is a highly accomplished ICT consultant and corporate trainer with nearly 30 years of extensive experience in information technology, project management, and organizational development. As the founder of Angel Software Solutions, she has established herself as a versatile and dedicated professional who delivers cutting-edge training solutions across Malaysia and internationally.
Her academic credentials are exceptional, including a PhD in Psychology with a focus on Human Behaviour and Human Resources, an MBA in Finance, and degrees in both Computer Science and Human Resources. Currently pursuing a second PhD in IT Information Security, Dr. Esther demonstrates an unwavering commitment to continuous learning and staying at the forefront of technological advancement. Her educational foundation is complemented by an impressive array of professional certifications, including Microsoft Certified Trainer (MCT), CISSP, ITIL, SAP Certified Associate, Certified Cyber Security Professional, Data Scientist, AI Engineering, and ECBA certifications.
Dr. Esther's technical expertise spans an extensive range of domains, from traditional programming languages like Java, C++, and PHP to modern technologies including Python, AI coding, machine learning, RPA, and IR 4.0 microservices. She is proficient in database management systems including Microsoft SQL Server and Oracle, web development frameworks, and enterprise solutions like SAP Crystal Reports and SharePoint Server. Her knowledge extends to cybersecurity, ethical hacking, network administration, and data analytics, making her uniquely qualified to address both technical and strategic business challenges.
As a trainer, Dr. Esther excels in bridging the gap between technical complexity and practical application. She delivers comprehensive training programs for both IT and non-IT professionals, covering everything from software development and cloud computing to soft skills such as digital marketing, business analysis, customer service, and project management. Her ability to communicate effectively in both English and Bahasa Malaysia enables her to connect with diverse audiences across different organizational levels.
Her impressive client portfolio includes leading organizations such as Maybank, Telekom Malaysia, Malaysian Airlines, Tenaga Nasional Berhad, Bank Negara, Ministry of Education, Ministry of Finance, and numerous multinational corporations. This extensive experience across banking, telecommunications, government, aviation, and technology sectors demonstrates her adaptability and deep understanding of varied industry requirements. Recognized with the Outstanding Achievement Award in Information Technology from University Malaya in 2013, Dr. Esther continues to empower organizations through innovative training solutions that drive digital transformation and professional excellence.
FAQ
Frequently Asked Questions About This Course
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