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Data Analytics forRisk Management

Transform Data Into Decisions. Master analytics with Python, RStudio, and SAS to analyze risk, value assets, and support sound financial decision-making.

Quantitative Analysis

Statistical methods, probability distributions, and machine learning for financial risk

Risk Models

Value-at-Risk (VaR), expected shortfall, stress testing, and scenario analysis

Credit Risk Modeling

PD, LGD, EAD estimation using Python, RStudio, and SAS under Basel frameworks

Investment Analytics

Factor models, portfolio optimization, and investment strategy monitoring

Why Choose Our Data Analytics Programme?

At SustainaRisk Analytics Limited, we believe that effective risk management today requires more than theory - it demands hands-on analytics, tailored to real-world financial challenges.

Technical Expertise

Hands-on analytics using Python, RStudio, and SAS for real-world financial challenges and risk management applications.

Applied Knowledge

Practical skills to analyze risk, value assets, and support sound financial decision-making in professional environments.

Industry Standards

Models developed under Basel II/III frameworks and IFRS 9 requirements for regulatory compliance and best practices.

Real-World Application

Case studies adapted to your own data and context for immediate applicability in your organization.

Risk Management Focus

Comprehensive coverage of quantitative analysis, valuation models, and operational risk resilience strategies.

Investment Analytics

Factor models, portfolio risk analytics, optimization, and monitoring of investment strategies for better returns.

Programme Highlights

Comprehensive training designed to build advanced analytics capabilities for risk management

Python, RStudio, and SAS implementation
Basel II/III framework compliance
IFRS 9 requirements integration
Hands-on credit risk modeling
Real-world case studies
Custom-built programmes
Flexible delivery formats
In-house, online, or hybrid options
Institution-specific customization
Applied learning approach
Industry expert facilitation
Immediate practical application

Who Should Attend?

Our Data Analytics programme is designed for professionals seeking advanced risk management capabilities

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Risk Management Professionals

Risk analysts, managers, and specialists seeking advanced quantitative skills and technical expertise

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Financial Institutions

Banks, insurance companies, and financial services firms needing enhanced risk analytics capabilities

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Investment Management Teams

Portfolio managers, analysts, and investment professionals requiring sophisticated risk modeling

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Regulatory Compliance Teams

Compliance officers and risk oversight professionals working with Basel and IFRS requirements

Core Domains Covered

This programme spans the following critical domains in risk management, providing comprehensive coverage of modern analytics techniques and regulatory requirements.

Quantitative Analysis for Risk Management

Statistical methods, probability distributions, time-series analysis, and machine learning for financial risk assessment and modeling.

Statistical modeling techniques
Probability distribution analysis
Time-series forecasting
Machine learning applications
Risk assessment algorithms

Valuation and Risk Models

Value-at-Risk (VaR), expected shortfall, stress testing, scenario analysis, and risk-adjusted performance measurement.

Value-at-Risk (VaR) modeling
Expected shortfall calculations
Stress testing frameworks
Scenario analysis techniques
Risk-adjusted performance metrics

Market Risk Measurement and Management

Measuring and managing volatility, derivatives exposures, interest rate risk, and foreign exchange risk in dynamic market conditions.

Volatility modeling and forecasting
Derivatives exposure analysis
Interest rate risk assessment
Foreign exchange risk management
Market correlation analysis

Credit Risk Measurement and Management

One of the most requested areas by our clients is hands-on credit risk modeling. Participants learn to estimate Probability of Default (PD), Loss Given Default (LGD), and Exposure at Default (EAD) using Python, RStudio, and SAS.

Probability of Default (PD) estimation
Loss Given Default (LGD) modeling
Exposure at Default (EAD) calculation
Basel II/III framework compliance
IFRS 9 requirements integration

Operational Risk and Resilience

Analytics for identifying, classifying, and quantifying operational risk events with advanced monitoring and mitigation strategies.

Operational risk identification
Risk event classification
Quantification methodologies
Resilience planning
Monitoring and reporting systems

Risk Management and Investment Management

Factor models, portfolio risk analytics, optimization, and monitoring of investment strategies for enhanced performance and risk control.

Factor model development
Portfolio risk analytics
Investment optimization
Strategy monitoring
Performance attribution analysis

Special Focus: Credit Risk Modeling

Our clients consistently request hands-on credit risk modeling expertise. Learn to build sophisticated models that comply with international regulatory standards.

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Probability of Default (PD)

Advanced statistical models for default prediction using machine learning and econometric techniques

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Loss Given Default (LGD)

Sophisticated recovery rate modeling and loss estimation under various economic scenarios

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Exposure at Default (EAD)

Dynamic exposure calculation and credit conversion factor modeling for accurate risk measurement

Customisation and Flexibility

We know every institution has unique priorities. That's why we offer comprehensive customization options to ensure our programmes meet your specific needs and deliver maximum value.

Custom-built Programmes

Tailored to your risk domains of interest with content specifically designed for your organization's needs and challenges.

Institution-specific risk focus
Custom curriculum development
Tailored case studies
Industry-specific examples
Regulatory compliance focus

Specialized Focus Areas

The option to focus on specific areas such as credit risk analytics, market risk forecasting, or investment risk management.

Credit risk analytics specialization
Market risk forecasting focus
Investment risk management
Operational risk analytics
Regulatory reporting specialization

Flexible Delivery Formats

Delivery through in-house, online, or hybrid learning formats to accommodate your team's schedule and preferences.

In-house training sessions
Online virtual classrooms
Hybrid learning options
Self-paced modules
Live interactive sessions

Contextual Case Studies

Case studies adapted to your own data and context, ensuring immediate applicability and relevance to your organization.

Real organizational data
Industry-specific scenarios
Regulatory environment focus
Immediate applicability
Practical implementation guidance

Flexible Delivery Formats

Choose the delivery method that best fits your organization's needs and learning preferences

In-House Training

On-site training at your organization with dedicated instructors and customized content delivery.

Online Learning

Virtual classroom sessions with interactive tools, recorded content, and flexible scheduling options.

Hybrid Approach

Combination of in-person and online sessions for maximum flexibility and comprehensive learning experience.

Partnership Benefits

At SustainaRisk, we partner with clients to co-create programmes that are directly relevant and immediately applicable.

Co-create programmes that are directly relevant
Immediately applicable to your organization
Expert facilitation by industry professionals
Ongoing support and consultation
Flexible scheduling and delivery options
Customized assessment and evaluation methods

Let's Build Your Programme Together

Partner with SustainaRisk Analytics Limited to design a customised Data Analytics course that fits your institution's needs.

Contact us today to start designing your tailored programme.

Build Your Programme

Let's build your programme together with customized content and delivery

Tailored Solutions

Design a customised Data Analytics course that fits your institution's needs

Expert Partnership

Partner with SustainaRisk Analytics Limited for professional expertise

Get Started Today

Choose your preferred way to connect with our experts and start designing your programme

Email Us

Send us your requirements and we'll design a tailored programme

info@sustainarisk.com

Join Our Revolution

Call Us

Speak directly with our experts to discuss your analytics needs

+1 (555) 123-4567

Join Our Revolution

Why Choose Our Partnership?

Experience the benefits of working with industry experts who understand your unique challenges

Custom-built programmes tailored to your needs
Flexible delivery formats (in-house, online, hybrid)
Case studies adapted to your data and context
Immediate practical application
Expert facilitation and ongoing support
Regulatory compliance focus