Artificial Intelligence & Data Science
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Post Graduate Certificate in Machine Learning for Finance

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Course Features

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Duration

6 months

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Effort

10 hours per week

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Teaching Type

Instructor Paced

Course Description

This program is for traders, brokers, consultants, analysts, and other professionals in the industry who want to adopt artificial intelligence, machine learning and data science in their workplaces and need to acquire the necessary skills to keep up with technological advances.

This program demonstrates the use of AI-based models within the finance sector. This includes Python programming to solve real-life wealth management issues and improve investment decisions using AI.

This programme will give you a solid foundation in finance and teach you how to use AI and machine learning-based models for solving a variety of problems, including wealth management, investment banking, and algorithmic trading.

As you progress through the program, you will learn:

Financial risk management basics and how to tackle financial problems

Basics of R and Python programming

Financial domain: Application of artificial intelligence and machine-learning-based models.

These skills can be applied in the areas of financial risk management, investments and algorithmic trading. Wealth management, sentiment analysis, and other areas. This is done through a hands-on project-based approach.

Course Overview

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Live Class

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Human Interaction

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Personlized Teaching

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

No prior coding experience is required to successfully complete this programme

You should, however, have basic knowledge of mathematics

The course contains reading material and lectures on selected topics which bridge the gap between high school mathematics and the minimum level required to understand and use machine learning algorithms

Knowledge of basic linear algebra, calculus, and statistics will be helpful, and some experience with spreadsheets is recommended

What You Will Learn

Corporate Finance and Risk Management

Wealth Management and Portfolio Investing

Machine Learning and AI

Algorithmic Portfolio Management

Course Instructors

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Prof. Abhinava Tripathi

Assistant Professor, Indian Institute of Technology Roorkee

Prof. Abhinava Tripathi is the instructor for this course
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Dr. Gaurav Dixit

Assistant Professor, Indian Institute of Technology Roorkee

Dr. Gaurav Dixit is the instructor for this course
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