How to start a career in AI and Machine Learning?
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The document outlines the steps to start a career in Artificial Intelligence (AI) and Machine Learning (ML), including an introduction to both fields and their interrelation with data science. It covers topics such as average salaries for ML and AI engineers, current relevance, and the necessary skills and learning paths for individuals looking to enter the AI-ML workforce. Additionally, it emphasizes the importance of AI and ML in enhancing customer satisfaction and engagement across organizations.
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
- #2: Welcome back to the forth module of data science.