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How To Become A Machine Learning Engineer? | Machine Learning Engineer Salary | Edureka PowerPoint Presentation
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How To Become A Machine Learning Engineer? | Machine Learning Engineer Salary | Edureka - PowerPoint PPT Presentation


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** Machine Learning Master's Program: https://www.edureka.co/masters-program/machine-learning-engineer-training **
This Edureka PPT on "How to become a Machine Learning Engineer" covers all the basic aspects of becoming a certified Machine Learning Engineer. It establishes the concepts like roles, responsibilities, skills, salaries and even trends to get you up to speed with Machine learning.

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    Presentation Transcript
    agenda

    Agenda

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    agenda 1

    Agenda

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    agenda 2

    Agenda

    01

    Introduction

    Who is a Machine

    Learning engineer?

    02

    Getting Started

    What does he/she do?

    03

    Details

    Roles, Responsibilities and Skills

    04

    Career in ML

    Salary and Market Trends

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    introduction to machine learning

    Introduction to

    Machine Learning

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    introduction to machine learning 1

    Introduction to Machine Learning

    Machine Learning is an exciting technology!

    You’re using ML right now

    But how?

    YouTube Recommendation

    Facebook Image Recognition

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning the subset

    Machine Learning – The Subset

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning how

    Machine Learning – How?

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning generalization

    Machine Learning - Generalization

    NO PROPER INPUT

    No panic!

    Ability to produce reasonable output for inputs that are not encountered!

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning an example

    Machine Learning – An Example

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    who is a machine learning engineer

    Who Is A Machine

    Learning Engineer?

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer who

    Machine Learning Engineer – Who?

    Who are ML engineers?

    They are sophisticated programmers who develop machines and systems that

    can learn and apply knowledge without specific direction.

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer who 1

    Machine Learning Engineer – Who?

    An enthusiast

    Work beyond the title

    Too much of automation!

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer goals

    Machine Learning Engineer - Goals

    Goals?

    Achieving Artificial Intelligence is the goal of a

    Machine Learning Engineer!

    Machine Learning

    makes our lives

    simpler!

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    what does a machine learning engineer do

    What does a Machine

    Learning Engineer Do?

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer what do they do

    Machine Learning Engineer – What Do They Do?

    What do they do?

    Create programs that enable machines to take actions

    without being specifically directed to perform those tasks!

    Extract ideas from the data science team

    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

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer a comparison

    Machine Learning Engineer – A Comparison

    Data Scientist v/s ML Engineer

    Data Scientist

    Machine Learning Engineer

    Researching new technologies and implementing them in

    machine learning programs

    Removing errors from data sets to avoid skewed results

    Finding the best design and hardware to use when building the

    robot or computer

    Looking for only the pertinent numbers

    Analysing the data using statistical methods and writing a

    report the stakeholders can use to inform changes

    Developing tangible prototypes to show stakeholders

    Putting the machines through various tests to ensure they

    function as planned

    Creating graphs, charts, and other visual displays of the data

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    roles responsibilities

    Roles & Responsibilities

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    machine learning engineer roles

    Machine Learning Engineer – Roles

    Roles

    Create Artificial Intelligence products

    Create Machine Learning models

    Build efficient self-learning applications

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes

    •Study and transform data science prototypes

    Machine Learning Engineer – Responsibilities

    Responsibilities

    Study and transform Machine Learning prototypes

    Design and Build Machine Learning Systems

    Research & implement appropriate algorithms and tools

    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

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    skills of a machine learning engineer

    Skills Of A Machine

    Learning Engineer

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 1

    •Study and transform data science prototypes

    Machine Learning Engineer – Skills

    Do you have these skills?

    Computer Science Fundamentals and Programming

    Probability and Statistics

    Data Modelling and Evaluation

    Applying ML Algorithms and Libraries

    Software Engineering and System Design

    I’m a Machine

    Learning Engineer!

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    companies hiring machine learning engineers

    Companies Hiring Machine

    Learning Engineers

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 2

    •Study and transform data science prototypes

    Machine Learning Engineer – Top Companies

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    future of machine learning

    Future of Machine Learning

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 3

    •Study and transform data science prototypes

    Machine Learning Engineer - Applicability

    Limitless applicability

    Computer Science

    Finance

    Education

    Medicine

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 4

    •Study and transform data science prototypes

    Machine Learning Engineer - Growth

    “Exponential Growth”

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    salary and trends

    Salary And Trends

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 5

    •Study and transform data science prototypes

    Machine Learning Engineer - Salary

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 6

    •Study and transform data science prototypes

    Machine Learning Engineer - Salary

    Average Pay

    ML Engineer in India -₹12,82,000

    ML Engineer in USA -$140,000

    ML Engineer in UK - £50,000

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    study and transform data science prototypes 7

    •Study and transform data science prototypes

    Machine Learning Engineer - Trends

    Trends

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training

    edureka for machine learning

    Edureka For

    Machine Learning

    Machine Learning Certification Training

    www.edureka.co/masters-program/machine-learning-engineer-training