PACE NONCREDIT COURSE:
AI Machine Learning Boot Camp
Areas of Study
Course Type
Overview
Hours: 301 | CEUs: 30.1 | Duration: 6 months
Artificial intelligence (AI) aims to create intelligent machines. Machines can act and react like humans with access to expansive information about the world—with machine learning (ML) being a core part of AI.
The AI Machine Learning Boot Camp is a comprehensive six-month program that correlates directly to the AI and ML industry, a hot topic for the past couple of years. There is also a high demand for AI/ML certified and trained professionals within the industry, as revenue generated by AI/ML products is estimated to reach $156.5 billion worldwide. In addition, the U.S. average salary range is $90,000 – $185,000, depending upon experience—making this profession lucrative and fulfilling.
This boot camp offers self-paced training that requires 15-25 hours a week to complete the curriculum. You will start with a powerful introduction to the current and historical context of AI, highlighting the massive opportunities in technology. This is followed by an introduction to AI and ML, progressing to data science programming with Python and SQL, and getting into ML and natural language processing (NLP). You will prepare to pass the Microsoft Azure AI Engineer Certification Exam AI-102: Designing and Implementing an Azure AI Solution.
By the end of this course, you will be prepared for the following job roles:
- Machine Learning Researcher
- Data Scientist – Entry level
- Research Analyst
- Quantitative Researcher
- AI and ML Developer
- Data Science Engineer – Machine Learning
Key Concepts
Curriculum
- Introduction to Python and Its Libraries
- Introduction to Machine Learning
- First Models and Tests
- Common Machine Learning Models
- Neural Networks 1
- Neural Networks 2
- Natural Language Processing
- AWS & SQL for Machine Learning
- Designing and Implementing an Azure AI Solution
- Final Capstone Project: Autonomous Cars
Frequently Asked Questions
Does this course prepare for a certification?
Yes, this boot camp will prep you to take the pass the AI-102 which is a requirement to work as a Microsoft AI Engineers.
What is AI and machine learning?
Artificial intelligence (AI) is the ability of a computer or robot that is controlled by a computer to complete tasks that are typically done by humans as they require human discernment and intelligence. It leverages the power of computers and machines to mimic the problem-solving and decision-making capabilities possible within the human mind.
Machine learning (ML) is a subset of AI that uses data and algorithms to imitate the ways humans learn and automates analytical model building—continuously improving its accuracy. This branch of AI is based on the idea that systems can learn from data, identify patterns, and make decisions with very minimal human involvement.
What do AI and machine learning developers do?
As an AI and machine learning developer, you might design machine learning systems, research, and implement machine learning algorithms and tools. You might also select appropriate data sets, choose appropriate data representation methods, identify differences in data distribution and affect model performance, transform and convert data science prototypes, perform statistical analysis, run machine learning tests, and extend machine learning libraries.
How much do AI and machine learning developers make?
When looking at the lower end of the scale, Indeed.com reports that a research engineer will make approximately $92,938 per year, with a qualified machine learning engineer making around $150,183 annually. According to Datamation, the average salary for an artificial intelligence programmer is between $100,000 and $150,000.
Is AI and machine learning in demand?
According to the Emerging Jobs Report 2020, the hiring of AI specialists in the U.S. increased 74% over a four-year period from 2016 to 2020. This report also showed a 344% increase in the salary of machine learning engineers in just three years.
Furthermore, according to the U.S. Bureau of Labor Statistics, demand for computer and information research scientists is expected to grow by 22% over the next eight years, which is much faster than the average growth of 7.7% expected across all jobs in the United States. This equates to an additional 7,200 newly created jobs.
When can I start this course?
This course is open enrollment, so you can register and start the course whenever you are ready. Access to your course can take 24-48 business hours.
Can I register for courses if I am an international student?
Yes, ed2go courses are completely online. However, keep in mind that not all certifying bodies or industry-specific certifications are recognized internationally. Please review your country’s regulations prior to enrolling in courses that prepare for certification.
How long does it take to complete this course?
After you register, you will receive 6 months to complete the course. The time allotted for completion has been calculated based on the number of course hours.
What if I don’t have enough time to complete the course within the time frame provided?
The time allotted for course completion has been calculated based on the number of course hours. However, if you are unable to complete the course, contact the student advising team to see what options you may have available to work out a suitable completion date. Please note that an extension fee may be charged.
What kind of support will I receive?
As part of your course, you will have access to 10 30-minute online coaching sessions with your instructor. Additionally, the instructor will be available by email to answer any questions and provide feedback on your performance. Occasionally, your course may be supported by a team of industry experts. You will also receive support from the student advising team.
What happens when I complete the course?
Upon successfully passing the final exam, you will be awarded a certificate of completion from the school or organization that you registered through.
Am I guaranteed a job?
ed2go courses will help you gain the skills you need to obtain an entry-level position in most cases. However, you should always research the job market in your area before enrolling.
Can I get financial assistance?
ed2go courses are noncredit, so they do not qualify for federal aid, FAFSA, and Pell Grant. In some states, vocational rehab or workforce development boards may provide funding to take our courses. Additionally, you may qualify for financial assistance if you meet certain requirements. Learn more about financial assistance.
How can I get more information about this course?
If you have questions that are not answered on our website, representatives are available via LIVE chat. You can also call us at 1-877-221-5151 during regular business hours to have your questions promptly answered. If you are visiting us during non-business hours, please send us a question using the “Contact Us” form
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Course Requirements
Hardware Requirements: Software Requirements: Other: Instructional Material Requirements: The instructional materials required for this course are included in enrollment and will be available online.
Course Prerequisites
Felix Quinque has a Ph.D. in Quantum Computing from the University of Portsmouth and a B.S. degree in Artificial Intelligence and Physics from Maastricht University. He is the Co-Founder & Director of OctoShrew, a machine learning consultancy, and softwar
