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How to start a
Career in
AI & ML
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AI-ML in action
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AI-ML in action
It’s so common that we don’t even notice it anymore
Copyright IntelliPaat, All rights reserved
AI-ML in action
It’s so common that we don’t even notice it anymore
Copyright IntelliPaat, All rights reserved
AI-ML in action
It’s so common that we don’t even notice it anymore
Copyright IntelliPaat, All rights reserved
Agenda
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Agenda
01 Introduction to Machine Learning
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Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
Copyright IntelliPaat, All rights reserved
Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
Copyright IntelliPaat, All rights reserved
Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
04 AI Engineer Salary
Copyright IntelliPaat, All rights reserved
Agenda
02 ML Engineer Salary
01 Introduction to Machine Learning
03 Introduction to Artificial Intelligence
04 AI Engineer Salary
05 AI-ML Career Path
Copyright Intellipaat. All rights reserved.
Introduction to
Machine Learning
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Data Science?
Copyright IntelliPaat, All rights reserved
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
Copyright IntelliPaat, All rights reserved
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
Copyright IntelliPaat, All rights reserved
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
Copyright IntelliPaat, All rights reserved
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
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
What is
Machine
Learning?
Data Science Machine Learning
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
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
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
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
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
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
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
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Customer
Engagement
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Why is ML so
relevant today?
Customer
Satisfaction
Customer
Engagement
Sales
Copyright IntelliPaat, All rights reserved
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
Copyright IntelliPaat, All rights reserved
Introduction to Machine Learning
Trends
Google Trends for the search term, ‘Machine Learning’ from 2004 to
present year
Copyright Intellipaat. All rights reserved.
Average Income
ML Engineer
Copyright IntelliPaat, All rights reserved
Average Income
Salary of a
ML Engineer
$ 125,000 ₹ 7 LPA £ 52,000
Copyright Intellipaat. All rights reserved.
Introduction to
Artificial Intelligence
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
What is
Artificial
Intelligence?
Data Science Machine Learning
Artificial
Intelligence
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
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 Next Step
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
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
Robot Agent Human Agent
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Why is
AI so relevant
today?
Customer Service
Chat
Robot Agent Human Agent
Less Costs High Costs
Copyright IntelliPaat, All rights reserved
Introduction to Artificial Intelligence
Trends
Google Trends for the search term, ‘Artificial Intelligence’ from 2004 to
present year
Copyright Intellipaat. All rights reserved.
Average Income
AI Engineer
Copyright IntelliPaat, All rights reserved
Average Income
Salary of an
AI Engineer
$ 135,000 ₹ 8.5 LPA £ 57,000
Copyright Intellipaat. All rights reserved.
Learning Path
AI-ML
Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
AI-ML Engineer
Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling
AI-ML Engineer
Understanding how to manage and manipulate data using
technical tools like Python, R and MySQL
Copyright IntelliPaat, All rights reserved
AI-ML Learning Path
Data Handling Statistical Mathematics
AI-ML Engineer
Understanding basic statistical
mathematics
Copyright IntelliPaat, All rights reserved
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
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
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
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
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
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
Copyright Intellipaat. All rights reserved.
India: +91-7847955955
US: 1-800-216-8930 (TOLL FREE)
support@intellipaat.com
24/7 Chat with Our Course Advisor
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How to start a career in AI and Machine Learning?

  • 1. Copyright IntelliPaat, All rights reserved How to start a Career in AI & ML
  • 2. Copyright IntelliPaat, All rights reserved AI-ML in action
  • 3. Copyright IntelliPaat, All rights reserved AI-ML in action It’s so common that we don’t even notice it anymore
  • 4. Copyright IntelliPaat, All rights reserved AI-ML in action It’s so common that we don’t even notice it anymore
  • 5. Copyright IntelliPaat, All rights reserved AI-ML in action It’s so common that we don’t even notice it anymore
  • 6. Copyright IntelliPaat, All rights reserved Agenda
  • 7. Copyright IntelliPaat, All rights reserved Agenda 01 Introduction to Machine Learning
  • 8. Copyright IntelliPaat, All rights reserved Agenda 02 ML Engineer Salary 01 Introduction to Machine Learning
  • 9. Copyright IntelliPaat, All rights reserved Agenda 02 ML Engineer Salary 01 Introduction to Machine Learning 03 Introduction to Artificial Intelligence
  • 10. Copyright IntelliPaat, All rights reserved Agenda 02 ML Engineer Salary 01 Introduction to Machine Learning 03 Introduction to Artificial Intelligence 04 AI Engineer Salary
  • 11. Copyright IntelliPaat, All rights reserved Agenda 02 ML Engineer Salary 01 Introduction to Machine Learning 03 Introduction to Artificial Intelligence 04 AI Engineer Salary 05 AI-ML Career Path
  • 12. Copyright Intellipaat. All rights reserved. Introduction to Machine Learning
  • 13. Copyright IntelliPaat, All rights reserved Introduction to Machine Learning What is Data Science?
  • 14. Copyright IntelliPaat, All rights reserved 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
  • 15. Copyright IntelliPaat, All rights reserved 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
  • 16. Copyright IntelliPaat, All rights reserved 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
  • 17. Copyright IntelliPaat, All rights reserved 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
  • 18. Copyright IntelliPaat, All rights reserved Introduction to Machine Learning What is Machine Learning? Data Science Machine Learning
  • 19. 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
  • 20. 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
  • 21. 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
  • 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
  • 26. Copyright IntelliPaat, All rights reserved Introduction to Machine Learning Why is ML so relevant today?
  • 27. Copyright IntelliPaat, All rights reserved 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
  • 31. Copyright IntelliPaat, All rights reserved Introduction to Machine Learning Why is ML so relevant today? Customer Satisfaction Customer Engagement Sales
  • 32. Copyright IntelliPaat, All rights reserved 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
  • 33. Copyright IntelliPaat, All rights reserved Introduction to Machine Learning Trends Google Trends for the search term, ‘Machine Learning’ from 2004 to present year
  • 34. Copyright Intellipaat. All rights reserved. Average Income ML Engineer
  • 35. Copyright IntelliPaat, All rights reserved Average Income Salary of a ML Engineer $ 125,000 ₹ 7 LPA £ 52,000
  • 36. Copyright Intellipaat. All rights reserved. Introduction to Artificial Intelligence
  • 37. Copyright IntelliPaat, All rights reserved Introduction to Artificial Intelligence What is Artificial Intelligence?
  • 38. Copyright IntelliPaat, All rights reserved Introduction to Artificial Intelligence What is Artificial Intelligence? Data Science
  • 39. Copyright IntelliPaat, All rights reserved 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
  • 42. 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 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
  • 44. Copyright IntelliPaat, All rights reserved 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
  • 47. Copyright IntelliPaat, All rights reserved Introduction to Artificial Intelligence Why is AI so relevant today? Customer Service Chat Robot Agent Human Agent Less Costs High Costs
  • 48. Copyright IntelliPaat, All rights reserved Introduction to Artificial Intelligence Trends Google Trends for the search term, ‘Artificial Intelligence’ from 2004 to present year
  • 49. Copyright Intellipaat. All rights reserved. Average Income AI Engineer
  • 50. Copyright IntelliPaat, All rights reserved Average Income Salary of an AI Engineer $ 135,000 ₹ 8.5 LPA £ 57,000
  • 51. Copyright Intellipaat. All rights reserved. Learning Path AI-ML
  • 52. Copyright IntelliPaat, All rights reserved AI-ML Learning Path AI-ML Engineer
  • 53. Copyright IntelliPaat, All rights reserved AI-ML Learning Path Data Handling AI-ML Engineer Understanding how to manage and manipulate data using technical tools like Python, R and MySQL
  • 54. Copyright IntelliPaat, All rights reserved AI-ML Learning Path Data Handling Statistical Mathematics AI-ML Engineer Understanding basic statistical mathematics
  • 55. Copyright IntelliPaat, All rights reserved 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
  • 60. 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
  • 61. Copyright Intellipaat. All rights reserved. India: +91-7847955955 US: 1-800-216-8930 (TOLL FREE) support@intellipaat.com 24/7 Chat with Our Course Advisor sales@intellipaat.com

Editor's Notes

  1. Welcome back to the forth module of data science.