DATA SCIENTIST FINANCE free videos and free material uploaded by DataMites Institute Training Institute staff .
FINANCE INDUSTRY- AN OVERVIEW
INTRODUCTION
KEY ROLES AND RESPONSIBILITIES
FINANCE KEY PROCESSES AND METRICS
DATA SCIENCE WORKFLOW
DATA SCIENCE IN FINANCE
DATA SCIENCE PROFESSIONALS’ ROLES.
DESCRIPTIVE ANALYTICS TO DERIVE INSIGHTS FROM DATA
WORKFLOW OPTIMIZATION AND PROCESS IMPROVEMENTS
PREDICTIVE ANALYTICS APPLICATION
IN FINANCE
PREDICTIVE ANALYTICS WITH
ML - CORE CONCEPTS
MACHINE LEARNING APPLICATION IN FINANCE INDUSTRY
CHALLENGES OF DATA SCIENCE IN
FINANCE
LIMITATIONS OF DATA SCIENCE ADAPTATION IN FINANCE
CHALLENGES IN TRANSITION.
DATA SCIENCE USE CASES IN
PRACTICE IN FINANCE
USE CASE 1: CREDIT SCORE ANALYSIS FOR BANKING
USE CASE 2: PERSONAL LOAN DEFAULT PREDICTION - ML CLASSIFIER
USE CASE 3: FINANCE PRODUCT (TERM-LOAN) SALES PREDICTION
Data Science is a discipline that is finding relevance in almost every individual domain. Organizations across the globe have identified the potentiality housed in the data science discipline. The Certified Data Scientist- Finance talks about the incorporation of data science into finance.
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