Post on 10-Jul-2020
transcript
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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/
www.instagram.com/aicl.training
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/