Why should I learn deep learning?

Deep learning is an emerging technology that’s both exciting and highly applicable to many industries, including finance, healthcare, automotive, and e-commerce. By learning deep learning, you can position yourself to become an expert on the ground floor of this technology as it continues to expand through new applications.

How long does it take to learn deep learning?

If you already have foundational knowledge of computer science or software development, learning the nuances of deep learning may be possible in a few months to a few years. If you’re brand new to the industry, a bachelor’s degree is generally your first step, and it can take four to five years to complete.

How hard is it to learn deep learning?

Deep learning is a technical field that’s heavy on math, algorithms, data, and code. It’s also a new technology that’s moving fast. For some people, this may make learning about deep learning difficult.

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What is deep learning?

Deep learning is a part of machine learning that uses layers of mathematical functions to process data in a unique way to identify patterns and make predictions. Deep learning can be used to generate automated translations, identify objects for autonomous vehicles, use advanced medical imaging to identify tumors, and assist in facial recognition.

Examples of jobs you may be able to get that use deep learning include data scientist, artificial intelligence (AI) developer, AI engineer, and machine learning engineer.

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Choosing the right deep learning program for you

When selecting a deep learning program, assess your current knowledge base to determine which program is the best fit for your needs and goals. If you are new to the field, a course could provide you with an introduction to foundational concepts. If you work in a data science role and want to grow your deep learning knowledge, an executive education program may be a good choice.

Here are several options to consider:

Courses

A dedicated course in deep learning can help you understand a specific aspect of the field. Courses provide opportunities to stay up-to-date on emerging technologies.

Certifications

Certifications are credentials granted from institutions that demonstrate your expertise. Earning a certification in deep learning can take a few weeks to a few months and can be a great résumé booster to help you advance in your career.

Executive education programs

Designed for managers or aspiring managers, these programs help you learn deep learning in a flexible environment that understands your prior commitments. Often cohort based, an executive education program can also be a great resource for networking.

Degrees

If you want to pursue a career in deep learning, you will often need a bachelor's or master's degree to qualify. Earning a bachelor's or master's degree can help you gain the in-depth education you need to succeed.

Jobs in deep learning

Deep learning is utilized across many industries, including healthcare, automotive, advertising, e-commerce, and fraud detection.

Here are several jobs to consider: