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Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
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Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
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Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
04 AI Engineer Salary
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Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
04 AI Engineer Salary
05 AI-ML Career Path
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Introduction to Machine Learning
What is
Data Science?
Data science is an inter-disciplinary field that uses scientific methods,
processes, algorithms and systems to extract knowledge and insights
from many structural and unstructured data
Source: Wikipedia
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Introduction to Machine Learning
What is
Data Science?
Data science is an inter-disciplinary field that uses scientific methods,
processes, algorithms and systems to extract knowledge and insights
from many structural and unstructured data
Source: Wikipedia
Data
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Introduction to Machine Learning
What is
Data Science?
Data science is an inter-disciplinary field that uses scientific methods,
processes, algorithms and systems to extract knowledge and insights
from many structural and unstructured data
Source: Wikipedia
AlgorithmData
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Introduction to Machine Learning
What is
Data Science?
Data science is an inter-disciplinary field that uses scientific methods,
processes, algorithms and systems to extract knowledge and insights
from many structural and unstructured data
Source: Wikipedia
AlgorithmData Insights/Models
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Introduction to Machine Learning
What is
Machine
Learning?
Data Science Machine Learning
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Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
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Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data
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Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data ML Algo
22. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data ML Algo ML Model
23. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data ML Algo ML Model
Test
Results
24. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data ML Algo ML Model
Test
Results
25. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Machine
Learning?
Seen as an extension of Data Science and a subset of Artificial
Intelligence, Machine Learning is the study of automating the process of
improving computer algorithms and their efficiency/accuracy with
through simulated experience
Data Science Machine Learning
Data ML Algo ML Model
Test
Results
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Introduction to Machine Learning
Why is ML so
relevant today?
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Introduction to Machine Learning
Why is ML so
relevant today?
28. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
29. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
30. Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Customer
Engagement
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Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Customer
Engagement
Sales
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Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Customer
Engagement
Sales
Every Organization is looking for individuals who are talented in these
particular IT fields. It is the most proven strategy for maximizing profits in
the 21st Century
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Introduction to Machine Learning
Trends
Google Trends for the search term, ‘Machine Learning’ from 2004 to
present year
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Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
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Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science
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Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
40. Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Artificial
Intelligence
41. Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Artificial
Intelligence
Artificial Intelligence is the artificial replication of human intelligence in
some way, shape or form, with the help of computers. AI is capable of
making decisions without human intervention
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Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Artificial
Intelligence
Artificial Intelligence is the artificial replication of human intelligence in
some way, shape or form, with the help of computers. AI is capable of
making decisions without human intervention
Current State Next Step
43. Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Artificial
Intelligence
Artificial Intelligence is the artificial replication of human intelligence in
some way, shape or form, with the help of computers. AI is capable of
making decisions without human intervention
Current State Target State
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Introduction to Artificial Intelligence
Why is
AI so relevant
today?
45. Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
46. Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
Robot Agent Human Agent
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Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
Robot Agent Human Agent
Less Costs High Costs
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Introduction to Artificial Intelligence
Trends
Google Trends for the search term, ‘Artificial Intelligence’ from 2004 to
present year
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AI-ML Learning Path
Data Handling
AI-ML Engineer
Understanding how to manage and manipulate data using
technical tools like Python, R and MySQL
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AI-ML Learning Path
Data Handling Statistical Mathematics
AI-ML Engineer
Understanding basic statistical
mathematics
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AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
AI-ML Engineer
Using Technical tools
like Python, R and
MySQL to query your
data
56. Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
Data Science
AI-ML Engineer
Using libraries like Python, R and
MySQL to derive hidden
mathematical/scientific insights from
your data
57. Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
Data Science
Big Data
Implementation
AI-ML Engineer
Understand how to do the all of the
previous stuff with enormous
amounts of data, in a Big Data
Architecture
58. Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
Data Science
Big Data
Implementation
Machine Learning Algorithms
AI-ML Engineer
Understanding ML Algorithms and
Concepts and implementing them
with libraries
59. Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
Data Science
Big Data
Implementation
Machine Learning Algorithms
AI Systems
AI-ML Engineer
Understanding AI Concepts and
implementing ML algos to put them
into practical use
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AI-ML Learning Path
Data Handling Statistical Mathematics Data Analytics
Data Science
Big Data
Implementation
Machine Learning Algorithms
AI Systems
AI-ML Engineer
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