Top 10 Skills You Need For A High-Paying Machine Learning Career - PowerPoint PPT Presentation

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Top 10 Skills You Need For A High-Paying Machine Learning Career

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There are vast applications of Machine Learning in computer science including different types of learning such as supervised learning, unsupervised learning, and reinforcement learning. Machine Learning can be a rewarding career for students who are good in mathematics and statistics and have sharp programming skills. – PowerPoint PPT presentation

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Title: Top 10 Skills You Need For A High-Paying Machine Learning Career


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  • Session 1

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If there is a way to silently revolutionize the
industry, then we have to talk about Machine
Learning. A concept that is changing the way
things are working is also paving the way for a
new career trajectory. Machine Learning experts
are in great demand, and it is only going to
increase with time. Let us give you some
examples, Siri, Alexa, Voice Assistance,
Automated Cars, and many others all have Machine
Learning at the core. Because of the growing
dependence on Machine Learning, we have seen
companies going ahead with Machine Learning
training.

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  • Here is a quick snap at some of the eye-catching
    data
  • According to Gartner's report, AI has shown 2.3
    million jobs in Machine Learning would be
    available by the end of 2020.
  • Indeed, another report shows that Machine
    Learning Engineering, Software Engineering,
    topped the list for the most sought-after skills.
  • Companies like Apple, Google, and Amazon have
    invested millions of dollars in research on
    Machine Learning and developing its future
    projects.

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  • All this piece of information indicates that
    Machine Learning is going to be the hottest
    selling skills. But to excel as a machine
    learning expert, you must consider upskilling
    yourself so that you can become proficient in
    using ML concepts. If you join any Machine
    Learning training or certification course, you
    will learn about skills that will help improve
    your proficiency as a Machine Learning expert.

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Ten skills that you need for a high-paying
Machine learning job-
  • Applied mathematics- Mathematics plays a key role
    in Machine Learning, and if you wish to excel as
    a machine learning expert, then you must know
    about the mathematical skills. Some of the key
    concepts that you need to master are linear
    algebra, probability, statistics, multivariate
    calculus, algorithm, and optimization.
  • Neural Network Architecture- the second concept
    that one needs to excel to become a Machine
    Learning expert is a neural network. These are a
    predefined set of algorithms to implement a
    machine learning task. Overall, it helps the
    machines to perform like the human brain.

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  • Data Modelling and evaluation- The next skill in
    our list is that of data modeling and evaluation.
    It helps in handling large volumes of data and
    assessing how the final system will work.
  • Natural Language Processing- Machine Learning
    works on Natural Language Processing it ensures
    that the machine works just like a human brain
    and interprets the same. Some of the techniques
    that you need to master while learning ML are
    Word2vec, Sentiment Analysis, Summarization,
    Gensim, and NLTK.

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  • Reinforcement Learning- It plays a key role in
    comprehending the conspectus of AI and deep
    learning, which are an integral part of Machine
    Learning. If you are going for machine learning
    for a beginner's program, you must know about
    reinforcement learning.
  • Distributed Computing- As an ML engineer, you
    would be required to work on a large volume of
    data, hence having complete knowledge about
    distributed computing is a must.

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  • Unix- ML engineers working on cluster data and
    servers are on Linux. Though a few ML engineers
    work on Windows and Mac, it becomes imperative
    that one must know about Unix and Linux systems.
  • C, C, and Java- As a magician learning expert,
    you must know programming languages. To
    understand the complexity of data and prepare an
    algorithm for machine learning, one needs to know
    C, C, and Java.

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  • Unix- ML engineers working on cluster data and
    servers are on Linux. Though a few ML engineers
    work on Windows and Mac, it becomes imperative
    that one must know about Unix and Linux systems.
  • C, C, and Java- As a magician learning expert,
    you must know programming languages. To
    understand the complexity of data and prepare an
    algorithm for machine learning, one needs to know
    C, C, and Java.

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  • These skill sets will put you in the league of
    the most skilled machine learning expert. Not
    only it helps you become a proficient ML
    engineer, but at the same time, you will get
    better pay. Upskilling oneself is the need of the
    hour. The more you start learning about such
    concepts, the better the prospects of growth in
    your career profile.
  • A bonus tip that we would like to highlight here
    is that you need to work on your communication
    skills. It will help in the right presentation of
    information, and you would be able to make even a
    naïve client understand complex machine learning
    concepts.

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Concluding Thoughts-
  • Machine Learning is silently impacting all past
    of our life, and this is also leading to an
    increased demand for machine learning experts. If
    you are also willing to become an expert in this
    field, Global Tech Council is offering a machine
    learning certification program. As a part of this
    program, you will learn about all the concepts of
    machine learning, along with its application.
  • For more such updates and information on the
    machine learning training program, connect with
    the Global Tech Council today.

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