Students interested in learning machine learning at a dedicated training facility will find the most options in major metropolitan areas. Since these are also the sites of many of the highest-paying jobs, it makes sense that students looking for a career change may want to consider looking at the kinds of cities that offer the most robust training options for aspiring Data Scientists, Business Analysts, or Machine Learning Engineers.
What is Machine Learning?
Machine learning (ML) is one of the best-known subcategories of artificial intelligence (AI). This complex multidisciplinary field can require training in programming languages like Python, databases like MySQL, and natural language processing (NLP). Common ML careers include Machine Learning Engineers, Data Scientists, and Business Intelligence (BI) Analysts.
Machine learning is often associated with Python programming and data science. Popular uses of ML in daily activities include voice recognition tools like Siri, recommendation lists from Amazon or Netflix, and user engagement icons on platforms like Instagram and TikTok.
Read more about what machine learning is and why you should learn it.
What Can You Do with Machine Learning Skills?
Machine learning algorithms dominate today’s internet. Websites gather information based on search, social, and shopping. Top ML applications include:
- Social media - Meta Platforms was one of the first well-known companies to use ML to measure user activities. Other social media platforms using ML include Twitter and TikTok.
- Recommendation Engines - If you use Amazon or streaming services, you’ve seen the You May Like feature. Companies like Apple and Netflix use ML algorithms to customize experiences.
- Natural Language Processing (NLP) - Analyzing text includes steps like identifying the language, syntax parsing, and sentiment analysis. Machine learning is essential to NLP.
Chicago, IL
Chicago is a growing tech hub and a mecca for finance, the arts, and sports. The Windy City's colorful history is matched only by its consistently high pay rate for tech workers.
Chicago is great for Machine Learning Engineers, averaging around $146,000 in annual compensation. You can find machine learning classes in Chicago from providers like General Assembly and iD Tech.
San Francisco, CA
San Francisco always finds its way onto lists of top tech destinations, along with Silicon Valley and Los Angeles. The city has been known worldwide as scenic, but it’s also home to major sports franchises and music and theatrical venues with colorful histories.
The average annual salary for Machine Learning Engineers in San Francisco is about $145,000. You can find machine learning courses in San Francisco from top providers like iD Tech and General Assembly.
New York, NY
New York City has a history like no other. With its financial centers on Wall Street and Madison Avenue and legendary attractions like Madison Square Garden, the Big Apple never stops attracting new residents, especially in high-tech roles.
A New York City Machine Learning Engineer earns about $130,000 annually. For machine learning training in New York, check out bootcamps at Noble Desktop’s headquarters or courses from Practical Programming or iD Tech.
Miami, FL
Miami is much more than fun and sun. This internationally-known vacation spot boasts a growing high-tech workforce. The Miami area attracts tourists and new residents and is the home of the corporate headquarters of companies like Lennar, Ryder, and Office Depot.
Many tech workers here earn highly competitive salaries. For example, the average annual compensation for Miami Machine Learning Engineers is around $131,000. You can find machine learning courses in the Miami area from course providers like General Assembly and iD Tech.
Phoenix, AZ
In Phoenix, Arizona, thousands of employees thrive in banking and finance: Wells Fargo, Bank of America, and JPMorgan Chase are among the top ten biggest employers here, creating many opportunities for ML workers like Financial Analysts and Business Analysts.
Machine Learning Engineers in Phoenix earn about $130,000 in Phoenix. Check out machine learning courses in the Phoenix area from top providers like iD Tech and General Assembly.
Dallas, TX
Dallas is home to sports franchises like the Cowboys and Mavericks, and its largest industries include financial services, defense, and technology. The average annual salary here is around $56,000, but many tech workers make more than twice that amount.
For example, Dallas-area Machine Learning Engineers can expect to make about $127,000 in annual compensation, even more at local branches of major companies like Allstate and ABC. To find machine learning classes in Dallas, see options from General Assembly and iD Tech.
Houston, TX
Like Dallas, Houston often brings to mind big oil companies, but its largest industries today include IT, aerospace, and biomedical research. The area's low cost of living and relatively high average salaries draw tech workers from around the country.
Houston Machine Learning Engineers typically earn about $120,000 annually, and many work for companies like Sysco, DataCorp, or Schlumberger. You'll find machine learning classes in Houston from top providers like iD Tech and General Assembly.
Washington, DC
The nation’s capital draws tech workers from all over the world, many of whom work in government as Data Scientists, Data Analysts, or Machine Learning Engineers with DoD security clearance. Other industries here include business services, finance, and real estate.
In DC, a Machine Learning Engineer typically earns around $114,000 in annual compensation. To find machine learning classes in DC, check out the Georgetown School of Continuing Studies, General Assembly, or iD Tech.
Learn Machine Learning Skills Online
Machine learning novices outside major metropolitan areas can get intensive training live online, an increasingly popular learning format among students and busy professionals. To learn more about live online machine learning courses, consider exploring your options with Noble’s Classes Near Me Tool. It includes a range of bootcamps and certificate programs from top course providers.
Learn Machine Learning Skills with Noble Desktop
Noble Desktop offers in-person and live online bootcamps and certificates featuring machine learning (ML), like:
- Data Science Certificate - This program provides data science fundamentals before advancing through ML, Python for automation, and Structured Query Language (SQL).
- Python Machine Learning Bootcamp - Programmers already comfortable with Python data science can save by taking this bootcamp as part of the Data Science Certificate.
- Python Data Science & Machine Learning Bootcamp - This bootcamp combines ML and Python training modules from the Data Science Certificate but without the SQL bootcamp.
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Check out Noble Desktop's full-time and part-time data science programs here.
How to Learn Machine Learning
Master machine learning with hands-on training. Use Python to make, modify, and test your own machine learning models.
- Data Science Certificate at Noble Desktop: instructor-led courses available in NYC or live online from anywhere
- Find Machine Learning Classes Near You: Search & compare dozens of available courses in-person
- Attend a machine learning class live online (remote/virtual training) from anywhere
- Find & compare the best online Python classes (on-demand) from several providers
- Train your staff with corporate and onsite machine learning training