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Capstone Por tfolio Project with Web Development

Hands-on for each Algorithm in Python

Job Assistant

Course Completion Cer tificate

Excellent LinkedIn Profile

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Django Web Development

Python

Tableau Course Fee

Rs.3499 /-*

* Instalment pay option is available.

Registration Link: www.aicl.training/aiml/

FROM: 09-06-2020 @ 6.00 - 7.30 PM

BENEFITS OF THE COURSE

TOOLS

(A SHORT TERM POWER PACKED COURSE)

DURATION: 30 HOURS

ARTIFICIAL INTELLIGENCE & MACHINE LEARNING

THE FUTUREOF AI

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The AI market will grow to a $190 billion industry by 2025,

according to research firm Markets and Markets.

Global spending on cognitive and AI systems will reach

$57.6 billion in 2021, according to market research firm IDC.

IDC predicts 40% of digital transformation initiatives will

use AI services by 2019.

IDC forecasts 75% of commercial enterprise apps will

use AI by 2021.

China will reap the most economic benefit from AI by 2030,

followed by Nor th America.

THE FUTURE OF AI

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84% of businesses say AI will enable them to obtain or sustain a

competitive advantage.

75% of businesses say AI will allow them to move into new

businesses and ventures.

80% of business and tech leaders say AI boosts productivity and

creates jobs.

72% of business decision-makers say AI can enable humans to

concentrate on meaningful work.

51% of executives say their primary goal for AI is to enhance the

features, functions, and performance of their products .

36% of executives say their primary goal for AI is to optimize

internal business operations .

36% of executives say their primary goal for AI is to free up workers

to be more creative by automating tasks .

THE FUTURE OF AI ADOPTION

THE FUTUREOF AIADOPTION

AI Trends by Sector

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72% of businesses in the technology, media, and

telecommunications industry expect AI to have a significant

impact on product offerings in the next five years

Juniper predicts the success rate of bot interactions in the

healthcare sector (those completed without relocation to a

human operator) will move to over 75% in 2022

In the banking sector, Juniper forecasts the success rate of bot

interactions to reach over 90% in 2022

Key clinical health AI applications can potentially create

$150 billion in annual savings for the U.S. healthcare economy

by 2026.

AI TRENDS BY SECTOR

Tuesday, Wednesday and Thursday

WEEKLY 3 DAYS

ARTIFICIAL INTELLIGENCE & MACHINE LEARNING

Registration Link: www.aicl.training/aiml/

www.instagram.com/aicl.training

TIME DURATION: 6.OO PM - 7.30 PM

DURATION: 30 HOURS

(A SHORT TERM POWER PACKED COURSE)

INTRODUCTION TO THE COURSE

PYTHON CRASH COURSE

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Getting clear idea about Machine Learning, Deep Learning and

Ar tificial Intelligence.

What is Machine Learning and Application?

What is Deep Learning and Application?

What is computer Vision and Application?

What is Natural Language Processing and Application?

What is Ar tificial Intelligence and Application?

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What is Programming Language and Why?

Why Python?

What is Vir tual Environment and Advantage of using it?

Anaconda for python and types of IDE.

Operating system: Windows and Ubuntu

Installing Anaconda.

Setting up Vir tual Environment for hands on.

Installing Python Library.

CHAPTER: 1

CHAPTER: 2

Registration Link: www.aicl.training/aiml/

www.instagram.com/aicl.training

PYTHON CRASH COURSE

DATA PREPROCESSING

Python for Data Analysis Library:

NumPy

Pandas

Sci-Kit Learn

Python for Data Visualization Library

Matplotlib

Seaborn

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Loading Data set.

Missing Data.

Categorical Data.

Splitting Data set.

Feature Scaling.

CHAPTER: 3

CHAPTER: 4

Registration Link: www.aicl.training/aiml/

www.instagram.com/aicl.training

DATA SCIENCE USING PYTHON

REGRESSION

Python for Data Analysis Library:

Types of Analytics

Population and Sample

Central Tendency Theorem

Types of Variable

Standard Deviation

Probability Density Function (PDF

Cumulative Density Function (CDF)

Normal Distribution Function)

Intuition followed by hands-on for each concept

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Supervised Learning:

Simple Linear Regression Suppor t Vector Machine Regression

Multiple Linear Regression Decision Tree Regression

Polynomial Regression Random Forest Regression

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Correlation

Co-linearity

Variance of Inflation Factor

Sum of Square Error

Sum of Square Regression

Sum of Square Total

R-Square

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CHAPTER: 5

CHAPTER: 6

Registration Link: www.aicl.training/aiml/

www.instagram.com/aicl.training

CLASSIFICATION

CLUSTERING

Supervised Learning:

Logistic Classification Naive Bayes

K-Nearest Neighbor(K-NN) Decision Tree Classification

Kernel SVM Random Forest Classification

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Un Supervised Learning:

K-Means Clustering Hierarchical Clustering

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WEB DEVELOPMENT

Introduction to Web Development

Introduction to Django

Integrating AI Model to Django Frame work

Project Deployment

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CHAPTER: 7

CHAPTER: 9

CHAPTER: 8

Registration Link: www.aicl.training/aiml/

www.instagram.com/aicl.training

Project 1: Supervised

Project 2: Unsupervised

Project 3: Clustering

CAPSTONE PORTFOLIO PROJECT WITH WEB DEVELOPMENT

Registration Link: www.aicl.training/aiml/

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OUR EXCELLENT SERVICES

Our services focused on creating

growth, operational excellence and

sustainability through the development

of people, systems and processes by

enhancing an organization.

Skill Assessment

Problem Solving Skills

Development

Communication skill development

Technical and domain skill

Development

Employment service.

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ABOUT US

AICL bestows a premium and

profound platform for novice

learners and technoids. Our

strategy stems from the

evolution that the market

witnessed over a period of time

and expert engagement

became the requirement

instead of conventional trainers

taking training programs. AICL

takes a clear and collaborative

approach to carve out the

training interventions to the

student community. Being a

part of this evolving training

arena, AICL brings you

innovative models of

engagement, intensive

technology adoption, creative

training modules and most of

all an attitude of excellence.

HEAD OFFICE

3rd Floor, EA Chambers (Express Avenue) , No 49 & 50 L,

Whites Rd, Royapettah, Chennai, Tamil Nadu 600014

Ph: +91 9597940880

Email: support@aicl.training

www.aicl.training

THE OTHER AVAILABLE COURSES

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Core Java

Advanced Java

Web Technologies

Information Security

Vir tual Reality

Augmented Reality

Personality Development

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Registration Link: www.aicl.training/aiml/