Title: Top 10 Skills You Need For A High-Paying Machine Learning Career
1 2If 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.
3 - 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.
4 - 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.
5Ten 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.
6 - 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.
7 - 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.
8 - 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.
9 - 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.
10 - 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.
11Concluding 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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