CSU Global offers degrees in Artificial Intelligence, Machine Learning

Machine Learning


Recent reports of layoffs, particularly by technology companies, have sparked speculation about the impact of AI on the workplace. Will advanced computing technology increasingly replace human resources in the field?

Caitlin McCormick had that in mind as she pursued a bachelor's degree in information technology. She is currently pursuing a master's degree in artificial intelligence and machine learning through CSU Global, a fully accredited online university that is part of the Colorado State University System.

“If you think that four or two years of education will get you where you want to go and you'll be OK for the next 50 years, that's not reality,” McCormick said. “If you don't try to be more social, you'll be left behind. That's the cold, dark truth.”

McCormick, who lives in Littleton, has worked in the IT industry for about 16 years, including about 10 years as a software engineer at Q2 Software Inc. The company recently had a company-wide discussion about incorporating AI into its platform. Some employees expressed fear and uncertainty about this prospect.

“It's a scary moment. I can empathize with them in that respect,” McCormick said.

Despite pursuing a master's degree in AI and machine learning, McCormick, who is deaf, feels insecure about herself. The single mother works full time and takes classes to keep up with the changes.

“Instead of running away from it, we should embrace it and use AI as an assistant,” McCormick said. “The first thing to consider is that AI will always need humans.”

Matthew Brown echoed McCormick's comment that computer systems still require human input.

“Machines don't learn everything on their own,” said Brown, CSU Global's computer science program director. “Data still needs to be input, and building the model still requires human interaction.”

Artificial intelligence is a set of technologies that enable machines and computer programs to mimic human intelligence through experience, identifying patterns and making decisions based on large amounts of data at speeds faster than humans can do alone. CSU Global describes machine learning as a subfield of AI that allows systems to learn more quickly to accomplish specific tasks.

Brown doesn't believe in the “mantra that AI will take over the world” and wants to replace humans. He said the job is changing and morphing into something different. Humans are needed to interpret data and results using AI.

“We still need people to feed and manage data into these models. The roles are changing, but there's still a need for people who understand this technology,” Brown said.

He gave the example of a quality engineer in the aerospace field who works on the design of airplane wings. If it takes an engineer several days to create a report, AI can review that data and issue a report within a day.

“Quality engineers can now use their time more wisely to review reports, review the assumptions made by the AI ​​engine, and make decisions based on that,” Brown said.

But he expects certain jobs, such as data entry and writing lines of computer code, to change or disappear.

“AI can generate lines of code much faster than anyone can type them,” Brown says. “So the jobs most affected are jobs that are frequently performed, redundant, and error-prone due to human input.”

He expects entry-level technical jobs to be affected. Industry insiders told Brown they are looking for people with AI skills, not interns or novice programmers.

“University programs are going to have to rethink what they train their students to do,” Brown said. “I think everyone will be affected by it, almost every industry, almost every role. It's very transformative.”



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