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Quick Facts

Medium Of Instructions	Mode Of Learning	Mode Of Delivery
English	Self Study, Virtual Classroom, Campus Based/Physical Classroom	Video and Text Based

Course Overview

The Advanced Programme in Leadership and Digital Innovation in Finance certification by ISB is a 6-month online course. This online certification course is executive-friendly and delivered by the Centre of Executive Education at the Indian School of Business (ISB). In the Advanced Programme in Leadership and Digital Innovation in Finance online course from ISB in association with TalentSprint, participants will look into the fundamentals of finance, digital currencies, and data security applications. They will also get exposed to algorithmic trading, NLP in finance, and wealth management.

The Advanced Programme in Leadership and Digital Innovation in Finance certification syllabus is designed by ISB and led by accomplished academia and industry leaders. The course is designed for finance leaders and executives providing best-in-class self-learning content, case studies and the ability to participate in group projects. The Advanced Programme in Leadership and Digital Innovation in Finance certification course will be delivered on TalentSprint’s digital platform ipearl.ai through live interactive sessions by ISB Faculty and industry experts. Get more information about the course below.

The Highlights

6 months online course
Delivered by ISB Executive Education
2 days campus visit
Certificate of completion

Programme Offerings

Live interactive sessions
Renowned Faculty and Industry Experts
Best-in-class Self-learning Content
Group Projects
Case Studies
2 Days Campus Visit
Certification

Courses and Certificate Fees

Certificate Availability	Certificate Providing Authority
yes	ISB Hyderabad

The Advanced Programme in Leadership and Digital Innovation in Finance certification fee for national participants is Rs 500,000. For international participants, the fee is USD 7,500. Participants will also have to pay the application fee of Rs 1,000 (USD 15).

Advanced Programme in Leadership and Digital Innovation in Finance certification fee structure

Description	Amount in INR
National Participants	Rs 500,000
International Participants	USD 7,500
Application fee	Rs 1,000 (USD 15)

Eligibility Criteria

The Advanced Programme in Leadership and Digital Innovation in Finance online course can be pursued by any finance graduate and tech professional.

Work Experience

The Advanced Programme in Leadership and Digital Innovation in Finance training requires participants to have a minimum of 5 years of experience.

Certification Qualifying Details

Upon completion of the Advanced Programme in Leadership and Digital Innovation in Finance online course, participants will get a certificate from ISB Executive Education.

What you will learn

LeadershipFinancial ManagementTrading skills

After completing the Advanced Programme in Leadership and Digital Innovation in Finance certification by ISB, students will:

Have an understanding of value drivers, cash flows forecasting, risk management, and finance fundamentals.
Get acquainted with the applications of Data Security, Law, Payments, Digital Assets, and Official Records.
Learn about Machine Learning for Finance, Natural Language Processing for Finance, and wealth management.
Get to know about customer segmentation & types and perform customer segmentation with the help of RFM Analysis.

Who it is for

Chief Executive OfficerManagement Consultant

The Advanced Programme in Leadership and Digital Innovation in Finance training course is ideal for

Finance graduates
Tech professionals working in BFSI
Corporate Finance Professionals
Management Consultants
Managers
Chief Executive Officers
Professionals working in Banks and Financial Institutions

Admission Details

The admission process for the Advanced Programme in Leadership and Digital Innovation in Finance certification by ISB includes the following steps.

Step 1: Go through the official webpage - https://isb.talentsprint.com/ldif/

Step 2: Fill in the form by entering the required details

Step 3: Submit scanned documents (Education Certificate Experience Letter/Latest Pay Slip)

Step 4: Get shortlisted for the course

Step 5: Start learning

The selection of candidates will be done by ISB based on the candidates’ education, work experience, and motivation. They are required to submit the scanned copies within 7 days.

The Syllabus

Understanding Value Drivers
Forecasting Cash Flows
Managing Risks
Learning from Experience
Learning from Data

Mean (What is the average?)
Variance (How much is the deviation from the average?)
Co-Variance and Regression (Do two things tend to move together?)
Why are there only a few Einsteins? (Normal Distributions)
Why are there only a few large cities but many small cities? (Power-Law Distributions)

Markets
Competition and Arbitrage: The Present Value Framework
How can I induce you to take more risks? - Risk and Return Sharing Risks with Others: Beta and the Capital Asset Pricing Model (CAPM)
Discounting the Future but Valuing it too: The Discounted Cash Flow (DCF) model

Reading dataset
Plotting
For
While
If-else
Case
Functions
Variables
data structure types
Operators
basic arithmetic
Input/output Visualizing Data (A picture is worth a thousand words, but a good picture can tell a compelling story)

Applications in Data Security
Official Records
Law
Payments
Digital Assets

Machine Learning for Finance: Stock Price Prediction
Derivatives (Assets whose value is contingent on other fundamentals) Pricing
Yield-Curve (Interest Rates) Prediction

Theory & Historic Significance
Bitcoin Trading Strategy using Classification
Bitcoin Trading - Dimensionality Reduction to Enhance Speed and Accuracy
Reinforcement Learning based Trading Strategy

Theory & Historic Significance
Fraud Detection using Classification
Loan Default Probability using Classification

Deep Learning for Finance: Basic Concepts
Some Necessary Finer Points
Applications: Option Pricing, Trading, Fraud Detection

Basic ideas
String handling
Creating finance dictionaries
Word-based scoring, web-scraping
Text transformations: punctuation, numbers, stemming, stopwords, making a corpus, term-document matrix

Word embeddings
Text representations
Topic modelling
t-SNE
Multimodal (text + tabular) Machine Learning using Amazon Cloud Infrastructure
Application to Credit Risk Modeling

Understanding and Using Transformer Models
Applications in Finance to Sentiment Analysis
Tweets Classification
Cryptocurrency News Classification
Natural Language Generation

Portfolio Optimization
Goals-Based Wealth Management

Theory
Incorporating Investor Risk Tolerance using Supervised Regression
RoboAdvisor Dashboard-powered by Machine Learning (ML)
Portfolio Management - Eigen Portfolio using Dimensionality Reduction

Banks
Venture Capitalists
Network Models in Finance: Graph Theory (GT) and Graph Types
Using NetworkX in Python
Financial Applications
Shiny Application Creation

Customer Segmentation & Types
Customer Segmentation using RFM Analysis
Customer Segmentation using Clustering Silhouette Analysis for KMeans Clustering
Visualizing Clusters using Plotly

Theory and Introduction to AWS (Amazon Web Services)
Data Pipeline Creation: AWS S3 (Storage-Retrieve) and SQL (MS, Oracle)
Model Deployment in Cloud Environment: Containerization & EC2
Model Scaling using Cloud Computing: ECS Fargate & Configuration files .yaml
Version Control using Git: Commit code to Git & Create Git Profile

Instructors

ISB Hyderabad Frequently Asked Questions (FAQ's)

1: Why should I enrol in this online course?

By enrolling in the Advanced Programme in Leadership and Digital Innovation in Finance, you will gain access to a real-world curriculum taught by a top faculty group.

2: What will I achieve after completing this online certification course?

You will be able to develop capabilities to upgrade your career and bring out a transformational change in your organization.

3: Who can all find this online course beneficial?

Finance graduates, corporate finance professionals, management consultants, and tech professionals working in BFSI can apply for this online certification course.

4: Who will take the Advanced Programme in Leadership and Digital Innovation in Finance classes?

The Advanced Programme in Leadership and Digital Innovation in Finance classes will be taught by an eminent ISB Faculty Group led by Professor Bhagwan Chowdhry, a Researcher, Author and Thought Leader.

5: How can I apply for this course?

You need to fill up an application form, submit scanned copies of the required documents, and pay the requisite fee.