Initially, let us have a look at the skill sets that are essential to become a successful machine learning professional. Then we will move on to Machine Learning job roles and career prospects.
Prerequisite for machine learning
- Linear Algebra
- Statistics and Probability
- Calculus
- Graph theory
- Programming Skills – Python, R, MATLAB, C++ or Octave
Essential Machine Learning skills to become a Professional
- Machine Learning Algorithms and Libraries: There is a total need to be familiar with the implementation of ML algorithms mostly available through APIs, Packages, and Libraries. It is also necessary to learn about the pros and cons of different applicable approaches towards ML functioning.
- Data Modelling and Evaluation: This includes the process of repeatedly evaluating the performance of the given model. One can attain this by selecting an suitable accuracy measure and an effective assessment strategy based on the problem at hand.
- Distributed Computing: Machine Learning jobs need to be working with a great set of data. Using a single machine cannot process this huge amount of data. One needs to deal out it across a cluster of machines.
- Software Engineering and System Design: A strong base in software engineering and system design is a necessary for a successful machine learning career. Employers prefer the ability to build suitable interfaces for components. These skills are valuable for improving quality, productivity, collaborations, and maintainability.
The future scope of Machine Learning
The end let us see how the future will twist up for Machine Learning. As per estimates, the Machine Learning market will grow to reach USD 8.81 billion by the year 2022. That means that there is going to be a considerable requirement of skills around Machine Learning to force this growth. The future looks talented for those planning a career in Machine Learning!
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Read: Machine Learning Trends That Will Transform and Shape The World
Where can I learn machine learning online and classroom training?
Choose Near Learn for learning machine learning online and classroom courses because our team of industry expert provide in depth knowledge of machine learning online course including real-time projects, making you expert in developing algorithms by applying supervised and unsupervised learning, regressionand time series models.
NearLearn is one of the leading Machine Learning Online Training Institute in Bangalore offers advanced learning methods making candidates to get overview of how huge amount of data is created, how to extract important company insights, methods employed to investigate structured and unstructured data, most advanced machine learning algorithms applied to develop advanced forecast models and how to envision data.
Read: 10 Mandatory Skills to Become an AI & ML Engineer