Today’s technologies such as artificial intelligence (also known as AI) and machine learning have integrated into our daily lives in such a way that it is impossible to imagine a world without them. Certainly, the inclusion of these revolutionary innovations has made our lives easier and more comfortable as more companies are getting inclined towards advanced machine learning solutions and technologies. Before we dive into the benefits of this field, let’s define machine learning first.
What is machine learning?
Machine learning is a type of artificial intelligence that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values. Although it’s not a new science, the technology that’s available to us today has allowed it to gain a huge momentum and be applied in our daily lives.
How does machine learning work?
Machine learning algorithms do not require data to be labeled. They sift through unlabeled data to look for patterns that can be used to group data points into subsets. Most types of deep learning, including neural networks, are unsupervised learning algorithms that are good for the following tasks like clustering, anomaly detection, association mining and dimensionality reduction.
Benefits of Pursuing a Career in Machine Learning
Machine learning is the fuel required to power robots. With machine learning, you can control programs that can easily be updated and modified to adjust with new conditions and assignments to finish things rapidly and productively. Here are a few benefits of pursuing this career:
This field promises to solve issues faced by businesses every day. As a machine learning engineer, you will deal with many challenges and foster arrangements that profoundly affect how organizations and individuals flourish.
Regardless of the remarkable development in machine learning, this field faces expertise deficiency. You can fulfill the needs of organizations by acquiring these necessary skills.
Machine learning is still in the early stages and as the innovation develops and propels, you will have the insight and skill to follow a successful career and build the future for yourself.
3 Career Paths in Machine Learning
As this field continues growing, so do the jobs associated with it, leaving students with a wide array of potential career paths that will be exciting, well paying and important in today’s society. Below are some options for students interested in machine learning career:
1. Machine Learning Engineer
A machine learning engineer is an engineer that uses programming languages to run experiments with the appropriate machine learning libraries. They assert that all production tasks are working properly in terms of actual execution and scheduling, and use machine learning libraries to their extremes, often adding new functionalities.
2. Data Scientist
Analyze large amounts of data to make valuable insights on where action can be taken. Not only will a significant portion of time be spent on researching but you’ll also solve problems and find meaning in the data associated with machine learning. They are part mathematician, part computer scientist and part trend spotter. They work in both business and IT worlds, making them a valuable employee.
3. Computational Linguist
As voice recognition gets more and more popular in everyday technology, so do the jobs that make this software work. They help computers learn how to understand spoken languages and to continually improve the systems that currently exist, as they frequently make mistakes.
Now that you have a glimpse of what machine learning is and its benefits make sure to do your own research before pursuing this career. Pursuing a career in machine learning is the best idea to become a part of the digital revolution happening in sectors like healthcare, hospitality, logistics, banking, and many more. Having machine learning skills allows you to become the first pick in any sector that can open doors to great and different opportunities.
“Machine Learning” Retrieved March 29,2022 from: https://www.techtarget.com/searchenterpriseai/definition/machine-learning-ML
“ Machine Learning Career Path: 5 Job Types” Retrieved March 29 from: https://www.lighthouselabs.ca/en/blog/machine-learning-career-path
“Benefits of Pursuing a Career in Machine Learning in 2022” Retrieved March 29, 2022 from: https://www.analyticsinsight.net/benefits-of-pursuing-a-career-in-machine-learning-in-2022/