Indian Institute of Quantitative Finance
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Certificate Program in AI for Derivative Valuations(CPAIDV) 

  • Offered byIndian Institute of Quantitative Finance

Certificate Program in AI for Derivative Valuations(CPAIDV)
 at 
Indian Institute of Quantitative Finance 
Overview

Integrating AI for Enhanced Decision-Making in Derivatives

Duration

3 months

Start from

1st Mar'25

Total fee

68,000

Mode of learning

Online

Official Website

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Credential

Certificate

Certificate Program in AI for Derivative Valuations(CPAIDV)
 at 
Indian Institute of Quantitative Finance 
Highlights

  • Earn a certificate after completion of course from Indian Institute of Quantitative Finance
Details Icon

Certificate Program in AI for Derivative Valuations(CPAIDV)
 at 
Indian Institute of Quantitative Finance 
Course details

Who should do this course?

Individuals working in investment banking, asset management, or trading who want to enhance their skills in derivative valuations using AI

Professionals responsible for assessing and managing the risks associated with derivative products who wish to leverage AI for improved risk assessment

What are the course deliverables?

Overview of financial derivatives, including options, futures, and swaps

Introduction to key AI and machine learning concepts relevant to finance

Techniques for collecting, cleaning, and preparing financial data for analysis

Importance of data quality and feature selection in derivative valuations

Understanding the risks associated with derivatives and how AI can mitigate them

 

 

More about this course

The Certificate Program in AI for Derivative Valuations (CPAIDV) is designed to equip participants with the knowledge and skills to apply artificial intelligence and machine learning techniques to the valuation of financial derivatives

This program blends theoretical foundations with practical applications, enabling professionals to enhance their valuation methodologies and improve decision-making in the derivatives market

Program Schedule

Saturdays and Sundays

Program Timing

4:00 PM to 8:00 PM IST (UTC +5:30)

Certificate Program in AI for Derivative Valuations(CPAIDV)
 at 
Indian Institute of Quantitative Finance 
Curriculum

Derivative Products

Standardized or Plain-Vanilla Derivatives

Linear versus Non-Linear Payoffs

Exotic Derivatives

Structures Products

 

Derivative Pricing Framework

Stochastic Processes& Modelling

Risk Neutral versus Real World Pricing

Fair Valuation Principles

Derivative Portfolio Risk

 

AI & ML Models for Derivative Pricing & Valuation

High Dimensional Problem & Data Sets

Deep Learning Paradigm

Neural Networks - Multi Layer Perceptron, Artificial NN, Feed Forward NN, Recurrent NN (LSTM & GRU)

Model Hyperparameters Tuning & Optimization

 

Explainable AI

Model Algorithmic Bias & Model Uncertainty

Model Performance Evaluation Metrics

AI & ML Explainability & Interpretability

 

Responsible AI

Data Privacy & Security

Regulatory Ask & Expectations

Certificate Program in AI for Derivative Valuations(CPAIDV)
 at 
Indian Institute of Quantitative Finance 
Admission Process

    Important Dates

    Mar 1, 2025
    Course Commencement Date

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    Certificate Program in AI for Derivative Valuations(CPAIDV)
     at 
    Indian Institute of Quantitative Finance 

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