IIT Roorkee - IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI offered by Miles Education
- Private Institute
IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Overview
Duration | 6 months |
Mode of learning | Online |
Difficulty level | Intermediate |
Credential | Certificate |
IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Highlights
- Earn a Joint PG Certification from IIT Roorkee and Wiley
- Live online sessions by IIT Roorkee faculty, experts and Wiley industry experts
- Gain Expertise in high demand tech skills such as Cutting Edge Machine Learning, Deep Learning and AI techniques
- 3-days campus immersion & 5+ Masterclasses by top business and tech leaders guiding learners to use-cases in real world banking context
IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Course details
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IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Curriculum
Module 1: AI Transformations in BFSI Landscape
Changing BFSI Landscape
Role of AI
Infrastructure for AI
Data Preparation
Implementing AI at Enterprise Level: Challenges, Impact and Innovations
Module 2: Exploratory Analysis and Feature Engineering
Data Exploration and Sourcing
Feature Engineering
Fraud Detection
Module 3: Supervised Machine Learning
Supervised Techniques (SVM, NB, KNN, Decision Trees)
Forecasting and Anomaly Detection with Linear and Logistic Regression
Time Series
NLP
Loan Defaulter Prediction
Customer Credit Risk Assessment
Stock Price Prediction
Users' Opinion Analysis on CFPB Complaints
Stock Behavior Analysis Using Sentiments
Module 4: Unsupervised Machine Learning and Deep Learning
Unsupervised ML Techniques
Working with Cluster Analysis
Deep Learning with Tensorflow and Keras
Customer Segregation for Direct Marketing Campaigns by Banking Institutions
Hand Written Character Recognition Using CNN
Module 5: Industry Applications and Project Presentations, Masterclasses on Industry Use Cases
Chatbots for Personalized Banking
Anti Money Laundering
Image and Text Analysis for Insurance Fraud
KYC
IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Entry Requirements
- Proficiency in Python (mandatory)
- Pre-existing foundational level expertise in data analytics (preferred)
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IIT Roorkee & Wiley Post Graduate Certification in AI for BFSI at Miles Education Contact Information
Office No 166, Ground Floor, South Court Mall, Saket District Centre, Behind Select City Walk Mall, Saket
Delhi
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