The document provides an overview of machine learning certification training, including the roles, responsibilities, and skills required for a machine learning engineer. It discusses career prospects, average salaries in different countries, and the importance of machine learning in various industries. Additionally, it highlights the comparison between machine learning engineers and data scientists, as well as the limitless applicability and exponential growth potential of machine learning.

1. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Agenda

2. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Agenda

3. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Agenda
Introduction 01
Who is a Machine
Learning engineer?
Getting Started 02
Details 03
Career in ML 04
What does he/she do?
Salary and Market Trends
Roles, Responsibilities and Skills

4. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Introduction to
Machine Learning

5. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Introduction to Machine Learning
Machine Learning is an exciting technology!
You’re using ML right now
YouTube Recommendation Facebook Image Recognition
But how?

6. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning – The Subset

7. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning – How?

8. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning - Generalization
No panic!
NO PROPER INPUT
Ability to produce reasonable output for inputs that are not encountered!

9. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning – An Example

10. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Who Is A Machine
Learning Engineer?

11. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Who?
They are sophisticated programmers who develop machines and systems that
can learn and apply knowledge without specific direction.
Who are ML engineers?

12. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Who?
Work beyond the title
An enthusiast
Too much of automation!

13. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Goals
Achieving Artificial Intelligence is the goal of a
Machine Learning Engineer!
Goals?
Machine Learning
makes our lives
simpler!

14. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
What does a Machine
Learning Engineer Do?

15. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – What Do They Do?
Create programs that enable machines to take actions
without being specifically directed to perform those tasks!
What do they do?
Get a framework and use it to it’s full potential
Pick appropriate Tools and Ecosystems Stay up to date with state of art technologies
Extract ideas from the data science team

16. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – A Comparison
Data Scientist v/s ML Engineer
Removing errors from data sets to avoid skewed results
Looking for only the pertinent numbers
Analysing the data using statistical methods and writing a
report the stakeholders can use to inform changes
Creating graphs, charts, and other visual displays of the data
Data Scientist
Researching new technologies and implementing them in
machine learning programs
Finding the best design and hardware to use when building the
robot or computer
Developing tangible prototypes to show stakeholders
Putting the machines through various tests to ensure they
function as planned
Machine Learning Engineer

17. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Roles & Responsibilities

18. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Roles
Create Artificial Intelligence products
Roles
Create Machine Learning models
Build efficient self-learning applications

19. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Responsibilities
Responsibilities
Design and Build Machine Learning Systems
Research & implement appropriate algorithms and tools
•Study and transform data science prototypes
Develop ML applications according to requirements
Select appropriate datasets and data representation methods
Run Machine Learning tests and experiments
Train and retrain systems when necessary
Study and transform Machine Learning prototypes

20. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Skills Of A Machine
Learning Engineer

21. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Skills
Do you have these skills?
Probability and Statistics
Data Modelling and Evaluation
•Study and transform data science prototypes
Applying ML Algorithms and Libraries
Software Engineering and System Design
Computer Science Fundamentals and Programming
I’m a Machine
Learning Engineer!

22. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Companies Hiring Machine
Learning Engineers

23. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer – Top Companies
•Study and transform data science prototypes

24. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Future of Machine Learning

25. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Applicability
•Study and transform data science prototypes
Limitless applicability
Education Computer Science FinanceMedicine

26. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Growth
•Study and transform data science prototypes
“Exponential Growth”

27. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Salary And Trends

28. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Salary
•Study and transform data science prototypes

29. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Salary
•Study and transform data science prototypes
Average Pay
ML Engineer in USA - $140,000 ML Engineer in UK - £50,000 ML Engineer in India - ₹12,82,000

30. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Machine Learning Engineer - Trends
•Study and transform data science prototypes
Trends

31. Machine Learning Certification Training www.edureka.co/masters-program/machine-learning-engineer-training
Edureka For
Machine Learning