Sci-fy movies have always made us wonder whether machines capable of human intelligence can coexist with humans. Two decades ago, the answer would be a straight ‘No.’ Today, however, we have already witnessed some applications that perform human-like tasks like autonomous cars, voice assistants, facial recognition, recommendation engines, and so on. This is because this is the age of artificial intelligence. The significant increase in the computational power of machines has led to many advancements in the AI industry.
Machine learning, an important subset of AI, isn’t behind either. Companies are hiring machine learning engineers to work on their AI-related projects and also pay them high salaries. In line with this trend, professionals are keen on opting for online learning to build a strong foundation in AI and ML. If you too are interested in learning AI and machine learning through online sources, then you are at the right place.
Mentioned below are some of the top online courses you can take in the US and kickstart your AI journey.
Here goes the list!
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Post Graduate Program in AI and Machine Learning
Course Offered by – Simplilearn in partnership with Purdue University and collaboration with IBM
This 12-months program gives you a complete overview of AI and machine learning and its key concepts like statistics, deep learning, reinforcement learning, and natural language processing. With an interactive learning model, live sessions by global practitioners, industry projects, virtual labs, exclusive hackathons, and the JobAssist program, you can’t ask for more in an online training program. Python for data science, deep learning with TensorFlow, computer vision, neural networks, and speech recognition are other important topics covered in the program.
As a learner, you can also learn a lot through LevelUp sessions by Andrew McAfee, masterclasses delivered by Purdue faculty and IBM experts, and Ask Me Anything sessions by IBM. You will receive Purdue Post Graduate Program certification and Alumni association membership upon completing the course.
Artificial Intelligence Professional Program
Course Offered by – Stanford School of Engineering
This program is specifically designed for working professionals who want to learn AI topics at graduate-level depth but with more flexibility of schedule and scope. The course offers a rigorous introduction to machine learning and an opportunity to dive into theoretical and project-based learning in natural language processing and understanding. You can earn this professional certificate by completing three courses. Each course requires around 8 to 12 hours per week and takes place over 10 weeks.
Prior knowledge of Python, calculus, linear algebra, and probability theory is necessary for enrolling in this program. The courses in this program are adapted from lectures and study materials delivered in on-campus Stanford graduate courses.
Artificial Intelligence Program
Course Offered by – School of Computer Science, Carnegie Mellon University
Do you want to advance your AI skills up the technology curve to solve more complex problems using AI-driven solutions? If yes, then this course is best suited for you. This 10-weeks online program gives you comprehensive knowledge of AI in both theory and practice. It focuses on modern computational techniques for representing task-relevant information and making intelligent decisions. As a learner, you will be able to translate a problem from an English statement into something that an AI-based model can understand.
You will learn the techniques that look for solutions in high-dimensional spaces, along with randomized approaches to search. There are knowledge checks, case studies, discussion boards, programming assignments, and crowdsourced activities to keep you engaged throughout the program.
Artificial Intelligence Certificate Program
Course Offered by – Columbia University
The online AI Executive Education certificate program is your one-stop solution to deepen your AI knowledge and lay the foundation for innovation in the organizations you work for. The program involves one bridge course and 6 core courses designed by Columbia Engineering faculty and can be completed in 9 to 18 months, depending on the learner’s schedule. The focus areas of this program are machine learning, data security and privacy, neural networks, computer vision, and natural language processing.
Some of the tools used throughout the program are Python, Codio, TensorFlow, Google Colab, and Jupyter Notebook. This top-tier non-credit program can be taken by technical professionals as well as business leaders. Columbia Engineering Executive Education has partnered with 2U Inc. to deliver this online program.
AI for Business Specialization
Course Offered by – the University of Pennsylvania on Coursera
Dive into the fundamentals of AI and machine learning and learn to develop a deployment strategy for incorporating AI and ML into your organizations with this AI training program. It covers the ethics and risks of AI, build a governance framework to apply AI fairly, and people management in the fair design of HR functions within machine learning. This 4 months program consists of 4 graduate-level courses, and each of them culminates in an assessment. This assessment is like an applied learning project where you will apply the skills gained through the course.
By the end of the program, you will have a clear understanding of the relationship between AI, data analytics, and machine learning. You will have insights into how these disciplines shape and influence your business management.