Seminar
Topics:
- Artificial Intelligence
- Machine Learning
- Python
TIMTS, Mall Road, Ludhiana
www.timts.edu.in 9711997381, 01614065381
What is Artificial Intelligence?
ARTIFICIAL
INTELLIGENCE
Concept of AI
ARTIFICIAL INTELLIGENCE
"The capacity to learn an solve problems"
History of AI
The Turing test is developed by Alan Turing to test whether a machine is capable of human intelligent behaviour or not.
John McCarthy, an American computer scientist, coined the term 'Artificial Intelligence'
The First Robot is introduced on an assembly line at General Motors
IBM's Deep Blue- a chess playing computer- beats then chess world champion, Garry Kasparov
Eliza, the first chatbot is created by MIT AI Laboratory based on Natural Language Processing(NLP)
Goals of AI
Education
There are a number of companies that create robots to teach subjects to children ranging from biology to computer science, though such tools have not become widespread yet
Healthcare
- Companion robots for the care of the elderly
- Mining medical records to provide more useful information
Finance
- Algorithm Trading
- Market Analysis and Data Mining
- Personal Finance
- Portfolio Management
- Underwriting
Goals of AI
AI for Good
AI to address social relevant problems such as homelessness. At Stanford, researchers are using AI to analyze satallite images to identify which areas have the highest poverty levels
Aviation
- Gate allocation for plane while landing
- Ticket price determination
Heavy Industry
Robots have become common in many industries and are often given jobs that are considered dangerous to humans.
Market Analysis of AI
Intelligence Vs Intelligence
How it is done?
That is how it is done...
- Image processing
- Model Evaluation
- Machine Learning
- Trigger
Helping Agriculture
How it is done?
- Data Collection
- Machine Learning
- Model Evaluation
- Trigger
That is how it is done...
Extensions of AI
Artificial Neural Networks
Artificial Neural Network
- ANN is an information processing paradigm inspired by a biological nervous system
- It is composed of a system of neurons connected by synapses
- ANN learn by example set
ANN Applications
- Image Processing
ANN Applications
- Character Recognition
Machine Learning
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
ML Applications
Natural Language Processing
- A sub-field of Artificial Intelligence
- To build intelligent computers that can interact with human being like a human being!!
- Ex: System giving reference for pizzas, burgers etc if I ask for food.
Major Areas of Research & Development in NLP
-
Text Processing
-
Machine Translation
-
Speech processing
Examples: Google Assistant, Siri, Alexa
-
Text to speech
Examples: Google Assistant, Audible, Siri
Python
Introduction to Python
- Python was conceptualized by guido van rossum in the late 1980s. He published the first version in 1991
- Python is a general purpose programming language that is often applied in scripting roles
- Object oriented
- Interpreted Language
- Strongly typed and dynamically typed
- Focus on readability and productability
Why Learn Python
Growth of Major Programming Languages
Who uses Python
#include <iostream>
using namespace std;
int main()
{
cout << "Hello, World!";
return 0;
}print ("Hello World")Code in C++ & Python
C++
Python
Compiling & Interpreting
- Many languages require you to compile (translate) your program into a form that the machine understands.
- Python is instead directly interpreted into machine instructions.
Python Features
Famous Libraries of Python in AI
Job Trends in Python
AI camera with 99% accuracy
How they should have achieved
News: Healthcare
Artificial Intelligence?
By amisha2016
