Artificial Intelligence

Workshop Cost: Rs.1000


Contact Details

9666875950
Kranthi
Register Now

Minimum Members: 1   Maximum Members: 1


EISystems™ is an Indian entity, which is exploring indefinitely in the innovative world of technology services and as a technology education provider.It was conceptualized with a motive to spread the magic of technology among this society of living beings who are now somewhere seeing their dependence on technology. We have a prominent base in various diversified service based sectors, which include Robotics, Forensics Sciences, Internet Consulting, Industrial Automation, Information Security and lot of innovative fields through our various business verticals.

Artificial Intelligence (AI) has the potential to enhance and extend the capabilities of humans, and help business achieve more in much faster and more efficient manner. AI promises to be the the next breakthrough in productivity improvement and going beyond the possibilities of today. Artificial Intelligence will define the next generation of software solutions.This workshop provides an overview of AI, and explains how it can be used to build smart apps that help organizations be more efficient and enrich people’s lives. It introduces you to some of the industry use cases, and some leading tools in this regard.It uses a mix of engaging lectures and hands-on activities to help you take your first steps in the exciting field of AI.

ELIGIBLITY:

  • There are NO pre-requisites for this workshop.

ESSENTIALS:

  • Participants are expected to carry Laptops.

It's  a 2 day workshop on 2nd and 3rd of November from 9:30am to 5pm.

Session: 1

Introduction to AI

  • History of AI
  • Application of AI
  • Machine learning basics
  • Gradient Descent in AI
  • Cost Function in AI

Python Basics

  • Datatypes
  • Conditional Statements


Session: 2

NumPy

  • Ndarray Object
  • Data Types in NumPy
  • Array Attributes and Manipulation in NumPy
  • Indexing & Slicing

Pandas

  • Data Structures in Pandas
  • Series and Data Frame in Pandas
  • Basic Functions in Pandas
  • Iteration
  • Sorting
  • Missing Data
  • Merging/ Joining
  • Categorical Data

 

Session: 3

Regression

  • Simple Linear Regression
  • Multiple Linear Regressions
  • Decision Tree Regression
  • Random Forest Regression

Classification

  • Support Vector Machine Classification (SVM)
  • KNN Classification

Clustering

  • K-means Clustering
  • Reinforcement Learning
  • Bellman Equation
  • Q-Learning Algorithm

Session: 4
Projects

  • Experience V/S Salary
  • Customers Classification
  • Increasing company prof
  1. Internship Voucher from EISystems 
  2. Participation Certificates to all the participants.

 

Venue Name : NIT Warangal

ABOUT COMPANY

EISystems™ is an Indian entity, which is exploring indefinitely in the innovative world of technology services and as a technology education provider.It was conceptualized with a motive to spread the magic of technology among this society of living beings who are now somewhere seeing their dependence on technology. We have a prominent base in various diversified service based sectors, which include Robotics, Forensics Sciences, Internet Consulting, Industrial Automation, Information Security and lot of innovative fields through our various business verticals.

ABOUT WORKSHOP

Artificial Intelligence (AI) has the potential to enhance and extend the capabilities of humans, and help business achieve more in much faster and more efficient manner. AI promises to be the the next breakthrough in productivity improvement and going beyond the possibilities of today. Artificial Intelligence will define the next generation of software solutions.This workshop provides an overview of AI, and explains how it can be used to build smart apps that help organizations be more efficient and enrich people’s lives. It introduces you to some of the industry use cases, and some leading tools in this regard.It uses a mix of engaging lectures and hands-on activities to help you take your first steps in the exciting field of AI.

ELIGIBLITY:

  • There are NO pre-requisites for this workshop.

ESSENTIALS:

  • Participants are expected to carry Laptops.

It's  a 2 day workshop on 2nd and 3rd of November from 9:30am to 5pm.

TIMELINE

Session: 1

Introduction to AI

  • History of AI
  • Application of AI
  • Machine learning basics
  • Gradient Descent in AI
  • Cost Function in AI

Python Basics

  • Datatypes
  • Conditional Statements


Session: 2

NumPy

  • Ndarray Object
  • Data Types in NumPy
  • Array Attributes and Manipulation in NumPy
  • Indexing & Slicing

Pandas

  • Data Structures in Pandas
  • Series and Data Frame in Pandas
  • Basic Functions in Pandas
  • Iteration
  • Sorting
  • Missing Data
  • Merging/ Joining
  • Categorical Data

 

Session: 3

Regression

  • Simple Linear Regression
  • Multiple Linear Regressions
  • Decision Tree Regression
  • Random Forest Regression

Classification

  • Support Vector Machine Classification (SVM)
  • KNN Classification

Clustering

  • K-means Clustering
  • Reinforcement Learning
  • Bellman Equation
  • Q-Learning Algorithm

Session: 4
Projects

  • Experience V/S Salary
  • Customers Classification
  • Increasing company prof

BENEFITS

  1. Internship Voucher from EISystems 
  2. Participation Certificates to all the participants.

 

VENUE AND MAP

Venue Name : NIT Warangal