AI
Usecases
Nishan Pantha / @nishparadox
GitHub/ NISH1001
nishanpantha.com.np

What This Talk About

AI in a nutshell

AI vs Data Science vs Big Data

But first...

what is Artificial Intelligence?

Building systems that can do intelligent things

Intelligence is

Perpective

Psychological

Ambiguous

Map

Translate

Alpha Go

Youtube's Recommendation

Facebook's News Feed

Other

  • Spam Filter in Email
  • Google Search
  • Trend Prediction
  • Games

What is Machine Learning

one of the mechanisms to AI

Building systems that learn from experience

Different methods used to LEARN

Data?

Big Data

Data is everywhere...

Computation Intensive

General Use-cases

NLP

Customer Segmentation

Churn Prediction

Recommendation System

Image Recognition

Anomaly Detection

Trend Prediction

Natural Language Understanding

Making sense from texts

Chatbot

Sentiment Prediction

Customer Segmentation

People have inherent patterns

Segmentation

Factors

Time

Location

Usages

Churn Prediction

Are People Satisfied?

Factors

QoS

Interaction and Understanding

Benefits

People-Friendly?

Who are using?

G-MAFIA

BAT

Netflix- $1 billion saving in 2017 with personalised recommendations

97% mobile users - Voice Assistants

Execs expect AI personal assistants (31%) and data analysis (29%) to make the biggest impact on their businesses

What about You??

Data

Historical Data

Optimize mobile tower operations

5G transformation

7 billion people - 8+ billion mobile connections

Umniah - Stats

CRM

173921- CDR Files

15795571 - Suscriber Info (Oracle)

1715260- Web Survey Submissions

Pattern - It's always there

Shukraan