The document outlines a PGDM program in Applied Business Analytics that covers extensive topics such as machine learning, big data tools, image processing, and deep learning. It highlights training in statistics, data visualization, and various machine learning projects including customer segmentation and prediction models. The faculty includes experienced professors and directors from notable institutions, emphasizing practical learning and skill development.

1. PGDM IN
APPLIED BUSINESS ANALYTICS
Design Your Destiny

2. LEARN
MACHINE
LEARNING
All PIBM Students will be trained on:
Machine
Learning Stats
Data
Visualization
Data
Modelling
Data
Mining

3. TEXT MODELLING
NLP
Text
Summarization
Sentiment
Analysis
Query
Response
World Sense
Disambiguation (WSD)
Named Entity
Recognition

4. LEARN
BIG DATA TOOLS
Apache
SPARK
Azure
HDInsight
Cloud
Bigtable
HIVE HBASE

5. DATA BASE
TOOLS

6. DEEP
LEARNING
Deep Neuro
Network
Deep Belief
Network
Convolution Neural
Network
Auto
Encoders
Recurrent

7. STATISTICS
Descriptive
Statistics
Statistical
Analysis
Inferential
Statistics
Probability

8. Image Processing:
Smoothing, De-noising, Histogram Equalization,
Multi-Scale Pyramids
Color Constancy
and De-mosaicing
Image Filtering
and Recognition
Scene Understanding,
Vision & Language
COMPUTER
VISION

9. COMPUTER
VISION
Image Captioning Style Transfer &
Image Augmentation
Image Synthesis:
Structured prediction, Generative models,
GANs, Autoregressive Models,
Object Detection, YOLO, UNet, Semantic
Segmentation, Siamese Image Classification

10. MACHINE
LEARNING
Clustering
Model Selection
and Boosting
Association Rule
Mining
Dimensionality
Reduction
Regression Classification

11. Python
Basics
OOP in
Python
Numpy in
Python
Data
Manipulation
using
Pandas
Scientific
Computations
using
Scipy
Data
Visualization
using
Matplotlib
PYTHON AND
DATA SCIENCE

12. CUSTOMER
SEGMENTATION
HUMAN FACE
DETECTION
PROJECTS
LOAN
PREDICTION
BUILDING
CHATBOT

13. COMPETENCIES
ALLOCATION
CREDIT CARD
FRAUD DETECTION
PROJECTS
TRAFFIC SIGN
RECOGNITION
SENTIMENT
ANALYSIS

14. PREDICTION OF
CREDIT SCORE
PRICE PREDICTION
OF A PRODUCT
PROJECTS
SOCIAL PLATFORMS DATA
CLASSIFICATION

15. DR. MANISH GODSE
Senior Professor
PIBM
DR. ASHUTOSH SHUKLA
Director - ML
ROYAL BANK OF SCOTLAND
DR. RANADHIR GHOSH
Director - ML
FIS GLOBAL
DR. RAJESH DEVASIA
Director - Applied AI
COURSE5 INTELLIGENCE
DR. PRASENJIT MUKHERJEE
Assistant Professor
PIBM
DR. MANIK HENDRE
Assistant Professor
PIBM
OUR
TRAINERS

16. PGDM IN
APPLIED BUSINESS
ANALYTICS
Design Your Destiny