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Have you ever wondered how Alexa answers your questions? How does your GPS track your location and suggest the best food, travel, and entertainment options?
If yes, then you must be interested in knowing how all these things came into existence. Who is still working on this to make things more efficient and user-friendly?
Well, we have the answer for you. Such professionals go by the name of machine-learning experts. On top of that, you also could be part of this splendid and genius community.
By choosing machine learning as your career path, you can enter into the world of machines and solve numerous data-related problems to make daily life more efficient and comfortable with machines. Let’s explore what the machine-learning world offers regarding career paths, salaries, and required skills.
What is Machine Learning?
If you search for this question on the Internet, you will find many answers, but they are in complex language. To simplify things, we have read all those complicated questions and answers and summarized them for you.
Machine learning is a process through which machines, such as your phone, tablet, computer, or any other technology, analyze the provided and required data. Then, they take action accordingly without any human intervention, which means making human activities easier with technology and machines.
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Career Paths for You
Now, it’s time to tell you what career options you have, what salary packages you have, and what skills you require to master the field to get your dream job.
According to the University of San Diego, there are top 8 career options for people who want to join the machine learning community.
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Machine Learning Engineer- Average Salary $153,151
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Data Scientist- Average Salary $126,662
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Natural Langauge Processing Scientist- Average Salary $132,000
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Business Intelligence Developer- Average Salary $93,002
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Human-Centered Machine Learning Designer- Average Salary $110,999
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Software Engineer- Average Salary $114,272
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Software Developer- Average Salary $120,730
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Computational Linguist- Average Salary $89,726
Skills Required
Like others, machine learning also requires highly in-demand skill sets for the aspirants to work better in the field. If you are looking forward to this field, you must first know the required skills.
Programming Languages: Machine learning engineers and scientists perform responsibilities like data manipulation, data modeling, development, and data visualization. Learning programming language is required to fulfill these responsibilities effectively. You need to learn languages such as Python and R.
Mathematics and Statistics: If you are interested in this, then your mathematics and statistics skills need to be excellent so that you can easily understand the algorithm and concept of machine learning, which includes complex data and numbers.
Data Handling: As a machine learning expert, you need to work on real-world data, which further needs preprocessing and cleaning. It includes messy data sets, and you need to analyze them for sensible decisions and insights.
Problem-Solving: It is crucial for a machine learning engineer, as you need to design and optimize algorithms for specific tasks. In this process, you have to face many problems, and hence, you must have great problem-solving skills to overcome them.
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Where Should You Learn It?
The Internet is a haven for the learners’ community as it offers diversified options to fulfill your learning needs. Similarly, machine learning aspirants have renowned and well-known online learning platforms that help them complete their desired courses and acquire the required knowledge. Here is a list of the top three platforms for you, which provide you with expert guidance, a platform to practice more, build your career, and join the community of machine learners to go beyond the course.
What Makes it Better than the Rest?
Nanodegree Programme: These programs are designed to give learners advanced field knowledge with meticulously crafted syllabi. This structure provides hands-on experience, industry-relevant skills, and recognized credentials.
Expert Guidance: Udacity has instructors throughout the industry who are experts in their relevant field and have been serving it for many years. These instructors bring their real-world experience and insights into the courses, making the learning experience more practical and relevant. Udacity also collaborates with industry giants like Google, Microsoft, AWS, Intel, IBM, etc., to design learner-curated courses, ensuring that the content is up-to-date and aligned with industry standards.
Certification Course Certificate: You will get a course certificate at the end, which is proven evidence of your skill. It will help you get jobs quickly if you are looking into it or get salary hikes and appraisals.
Final Takeaway
Machine learning is a broad concept with good career prospects. You can earn well while showcasing your data handling and coding skills. You can be anything: software engineer, machine learning engineer, data scientist, and many more. All these job roles provide you with a great life with a good salary package as they are highly in demand due to technological evolution.
Now, you have all the information required to fulfill your dream of being a machine learning expert, from career paths to required skills and online platforms that could help you learn its concept and build your portfolio.
Don’t wait anymore. Go choose your course and enjoy the learning process on our best platforms.
Frequently Asked Questions
What is the average salary for a machine learning engineer?
As a machine learning engineers you can easily earn $90,000 to over $150,000 annually, totally depending on your expertise, location and experience.
Do I need a degree in computer science to pursue a career in machine learning?
Machine learning requires a good knowledge of mathematics, statistics and data so, computer science degree can be beneficial, but it is not mandatory, as many professionals come from diverse educational backgrounds. All you need to gain skills like problem solving, data analysis and handling.
Are there online courses for learning machine learning?
Platforms like Udacity, DataCamp, and Coursera offer you a diverse range of courses in machine learning. You can get expert help and career-building opportunities as well.
What industries are actively hiring machine learning professionals?
Industries like healthcare, financial services, e-commerce, automotive, and technology are hiring highly skilled machine learning professionals to create a great universe with excellent machines.
How can I stay updated with the latest developments in machine learning?
Participating in online forums and community discussions, reading machine learning journals, and attending conferences can help you stay updated with the latest trends and technology in the related field.
Which is the best online learning course in Machine Learning?
Udacity offers you numerous courses in machine learning, and you can choose from them. Here are the top courses for you on the platform:-
Introduction to Machine Learning with PyTorch
Natural Language Processing
Introduction to Machine Learning with TensorFlow
Machine Learning DevOps Engineer
Machine Learning Engineer with Microsoft Azure
What are the main challenges faced by machine learning engineers?
As a machine learning engineer, you need to face the following challenges such as
Inadequate Training Data
Poor quality of data
Non-representative training data
Overfitting and Underfitting
Monitoring and maintenance
Getting bad recommendations
Lack of skilled resources
Customer Segmentation
What are the advantages of online machine learning courses?
If you opt to learn machine learning online, then you could easily save your time, learn at your own pace with a flexible learning schedule, choose a cost-effective platform and learn at your home without stepping out.
Which programming language is best suited for machine learning?
Learning a programming language is essential for machine learning learners, so it is suggested that you know Python or R. Python is the most popular programming language in this line.
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