There's no denying that artificial intelligence (AI), both as a concept and the emerging technologies surrounding it, is here to stay.
“This is going to shape the future of work,” said Ansaf Saleb Awissi, a data science professor at Columbia Engineering and co-founder of Aiphabet, a nonprofit that teaches AI concepts to high school students through online bootcamps. says.
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In addition to opening the door to new types of careers in the technology industry, AI and machine learning (ML) can be applied in almost any situation. “Machine learning can be applied to so many different problems that with just a little bit of knowledge you can bring it into so many different areas,” said Dr. His AI and ML Professional Certification Program. “It can be applied to robotics problems, it can be applied to medical problems, it can be applied to climate, elections, and many other things,” he added.
Before you quit your job and save up for a master's degree, remember that there are many other ways to expand and grow your knowledge of AI. Bootcamps are one option. These can be completed remotely and often offer either a self-paced or part-time schedule for those who wish to study after work hours. Plus, you can earn a certificate from a top educational institution for a fraction of the cost of going back to school.
1. AI Bootcamp by Columbia Engineering
No previous programming experience is required for this AI boot camp, run by Columbia Engineering in partnership with online learning platform edX. Boost your resume with a curriculum that includes topics such as an introduction to AI and future applications, data analytics, predictive modeling, natural language processing (NLP), and ethics. Students have unlimited access to instructors, tutors, and career coaches throughout the program, as well as stay connected with over 250 companies in Columbia University's recruiting network after graduation.
price: $14,495 (financing options available)
length: 3 sections/24 weeks, 9 hours per week
structure: part time, live
2. Business-specific AI by UPenn
The AI For Business Specialization, backed by an Ivy League school, is an excellent introduction to AI for those starting with little or no background knowledge. It covers not only the basics of machine learning, but also practical applications in everyday business, such as marketing and human resources. We also discuss ethics and frameworks for thinking about the use of AI. You will receive a certificate upon completion.
price: $79/month after 7-day free trial (financial aid options available)
length: 4 courses/31 hours
structure: My pace
3. AI Applications for Growth by Northwestern University
Northwestern's Kellogg School of Management AI Applications for Growth Bootcamp is built for senior leaders and executives who want to understand the AI ecosystem and use AI technology to drive customer engagement and streamline operations. It has been. This program will highlight use cases for AI in industries such as transportation and healthcare and contextualize its value. Graduates receive certificates upon completing courses and can connect with other students through Kellogg's learning platform throughout the program.
price: $2,850
length: 4-6 hours per week for 2 months
structure: There is also a live session at your own pace.
4. AI and Machine Learning Bootcamp by Caltech
The AI & Machine Learning Bootcamp from California Institute of Technology is designed for aspiring IT workers, data scientists, and AI consultants. We begin with an overview of generative AI and prompted engineering, and then dive into Python applications in data science and ML frameworks such as TensorFlow and Keras. It concludes with a capstone project that requires solving an industry-specific problem using machine learning techniques. This is a great way to show employers what you can do with your bootcamp skills.
price: $10,000 (payment plans available)
length: 6 sections/24 weeks
structure: There is also a live session at your own pace.
5. AI Machine Learning Bootcamp by University of Houston
The University of Houston's AI Machine Learning Bootcamp is designed to prepare future AI/ML engineers for top jobs. This program trains students to pass the Microsoft Certification Exam AI-102 by covering tools and languages such as ML Modeling and his NLP, AWS, Python, and SQL. The final capstone project is related to autonomous vehicles and allows students to put their knowledge to good use. Students also have access to online coaching sessions with course instructors.
price: $4,275 (payment plan available)
length: 15-25 hours per week for 6 months
structure: My pace
6. AI and Machine Learning Bootcamp with Fullstack Academy
Fullstack Academy has been providing immersive, hands-on learning online for over 10 years and has placed students at companies like Amazon, Spotify, and Etsy. The AI and Machine Learning Bootcamp is aimed at both AI enthusiasts and data professionals, but we encourage prospective students to come with coding knowledge and experience.
Over the course of several weeks, students learn how to code in Python, deploy machine learning principles and models, and leverage generative AI tools such as ChatGPT. Instructors and other students assist with homework and labs, and once students complete the bootcamp, they are eligible for career support services such as resume and interview preparation and salary negotiation workshops.
price: $14,495 (payment plans and scholarships available)
length: 6 credits/26 weeks
structure: part time, live
7. AI and Machine Learning by WorkForce Institute
WorkForce Institute is a fairly new online learning platform founded in 2020 and backed by veteran edtech investor Ed Sattar and partnerships with institutions such as Texas A&M and Santa Clara University. Graduates of the company's bootcamps claim to have landed jobs at top technology companies such as Google and Cloudflare.
The AI and Machine Learning Bootcamp will teach you how to build machine learning models and test their effectiveness, neural networks, NLP best practices, and the role of AWS, Microsoft's Azure AI, and SQL in machine learning. After completing a capstone project to solidify their learning, students will have access to career coaching for interviews, resumes, and general job search inquiries.
price: Starting at $4,250 (payment plans available)
length: 9 modules/18 weeks
structure: part time, live
8. AI Bootcamp by nocode.ai
Nocode.ai was founded in 2021 by a former director of data science and machine learning at IBM with the goal of teaching business owners and professionals how to stay abreast of the latest AI tools and trends. Our free AI bootcamp covers core AI concepts such as data, modeling techniques, and deep learning.
You can also use labs to help students practice brainstorming AI use cases, creating chatbots, training models, and even generating images with AI, allowing students to interact in private groups. Masu. If you pass the final exam, you'll receive a digital certificate that you can brag about to potential employers.
price: free
length: 10 modules/10 weeks or 20-40 hours
structure: My pace
9. Gen AI Bootcamp with Google Cloud
Google Cloud's AI Bootcamp is an on-demand video course that teaches students how to build powerful generative AI applications. In three separate courses, the expert will cover the basics of his AI development as well as show you how to take your chatbot from prototype to production.
price: free
length: 3 videos/about 6 hours
structure: My pace
10. IBM Machine Learning Professional Certificate
IBM's machine learning certifications on the online education platform Coursera are taught by real IBM employees and cover how to use databases and SQL, how to train regression and predictive models, and the fundamentals of deep learning. To conclude, you will actually put all this learning together and complete a final assignment. Mathematics, statistics, or programming expertise is preferred. Once completed, you will receive an employer-recognized certificate from the technology company.
price: $49 after 7-day free trial (financial aid options available)
length: 6 courses/3 months with 10 hours per week
structure: My pace
FAQ
Is it worth taking an AI course?
While AI courses do not guarantee a job or promotion, they do provide applicable skills training and can serve as a useful prerequisite if you decide to further your education or pursue more formal training. To do.
How long is an AI bootcamp?
AI bootcamps vary in length, but can take anywhere from a few weeks to a few months to complete. The length of the program also depends on whether you sign up for a part-time or full-time schedule and whether the courses are self-paced or live.
Is AI a high paying field?
Salaries for artificial intelligence jobs are typically six figures, with salaries for senior positions being significantly higher. The average annual salary for a data scientist in 2022 was about $115,000, according to a report by the U.S. Bureau of Labor Statistics.
