Digital Credit Assessment And Alternative Data Analytics Training Course

Introduction

Empower financial professionals to navigate the cutting-edge of lending with our comprehensive Digital Credit Assessment and Alternative Data Analytics Training Course. This program equips you with the essential knowledge and skills to leverage Fintech innovations, including artificial intelligence (AI) and machine learning (ML), for enhanced credit scoring and risk assessment. Mastering digital credit assessment is increasingly vital for institutions seeking to optimize lending processes, expand access to credit, and mitigate risks in the rapidly evolving financial landscape. Our Fintech credit risk training course offers in-depth guidance and practical strategies for integrating these advanced technologies into modern credit practices.

This Digital Credit Assessment and Alternative Data Analytics training course delves into key areas such as Fintech credit fundamentals, AI and ML in credit scoring, alternative data sources, ethical considerations in AI-driven lending, and regulatory compliance. You will gain expertise in evaluating new credit models, understanding the power of alternative data, and responsibly implementing AI/ML tools. Whether you are a credit analyst, risk manager, or Fintech professional, this Digital Credit Assessment and Alternative Data Analytics course will provide you with the tools and knowledge to effectively navigate the future of credit.

Target Audience:

• Credit Analysts
• Risk Managers
• Data Scientists
• Fintech Professionals
• Loan Officers
• Regulators
• Compliance Officers

Course Objectives:

• Understand the fundamentals of Fintech credit.
• Apply AI and ML for enhanced credit scoring.
• Evaluate alternative data sources in credit assessment.
• Address ethical considerations in AI-driven lending.
• Ensure regulatory compliance for digital credit practices.
• Implement new credit models.
• Utilize AI/ML tools.

Duration

5 Days

Course content

Module 1: Fundamentals of Fintech Credit

• Understanding the fundamentals of Fintech credit.
• Exploring the evolution of lending and the rise of Fintech.
• Analyzing the unique characteristics of digital lending platforms.
• Evaluating the opportunities and challenges in Fintech credit.
• Best practices for navigating the evolving landscape of Fintech credit.

Module 2: AI and ML in Credit Scoring

• Applying AI and ML for enhanced credit scoring.
• Understanding the principles of AI and machine learning.
• Utilizing machine learning algorithms for credit risk assessment.
• Developing and implementing AI-powered credit scoring models.
• Best practices for building and deploying AI/ML models in credit.

Module 3: Alternative Data Sources

• Evaluating alternative data sources in credit assessment.
• Exploring non-traditional data sources for credit evaluation.
• Assessing the reliability and relevance of alternative data.
• Integrating alternative data into credit scoring models.
• Best practices for leveraging alternative data to improve credit decisions.

Module 4: Ethical Considerations in AI-Driven Lending

• Addressing ethical considerations in AI-driven lending.
• Understanding the potential biases in AI algorithms.
• Ensuring fairness and transparency in AI-powered credit decisions.
• Complying with ethical guidelines and regulations.
• Best practices for responsible and ethical implementation of AI in credit.

Training Approach

This course will be delivered by our skilled trainers who have vast knowledge and experience as expert professionals in the fields. The course is taught in English and through a mix of theory, practical activities, group discussion and case studies. Course manuals and additional training materials will be provided to the participants upon completion of the training.

Tailor-Made Course

This course can also be tailor-made to meet organization requirement. For further inquiries, please contact us on: Email: info@skillsforafrica.org, training@skillsforafrica.org  Tel: +254 702 249 449

Training Venue

The training will be held at our Skills for Africa Training Institute Training Centre. We also offer training for a group at requested location all over the world. The course fee covers the course tuition, training materials, two break refreshments, and buffet lunch.

Visa application, travel expenses, airport transfers, dinners, accommodation, insurance, and other personal expenses are catered by the participant

Certification

Participants will be issued with Skills for Africa Training Institute certificate upon completion of this course.

Airport Pickup and Accommodation

Airport pickup and accommodation is arranged upon request. For booking contact our Training Coordinator through Email: info@skillsforafrica.org, training@skillsforafrica.org  Tel: +254 702 249 449

Terms of Payment: Unless otherwise agreed between the two parties’ payment of the course fee should be done 7 working days before commencement of the training.