Since MOOCs became widely used, artificial intelligence has been the focus of MOOC creators. As a result, innumerable online courses are available to teach you about artificial intelligence. While there are many locations where you can find the greatest AI training in a standalone format, you should be able to apply the principles to diverse real-world situations from various sectors to get the most out of your education. A selection of the top AI courses based on several sectors, including healthcare and finance, is provided below:
1. Nanodegree in Artificial Intelligence for Trading from Udacity
The Artificial Intelligence for Trading Nanodegree program is ideal for people who love money and have a solid grounding in logical programming. It teaches you how to create clever solutions that improve trading performance using artificial intelligence and data analytics.
The arithmetic and coding abilities required to create your trading bot will be taught in this course. You should be able to write trading strategies and backtest them on historical data by the end of this course. You should also be able to explore machine learning techniques for sentiment analysis and stock prediction and use deep learning models for real-time market trend predictions. The best algorithms for executing trading orders, training neural networks to generate trading signals, using AI programs to analyze company filings, and leveraging stock news data to increase the effectiveness of AI algorithms are some of the subjects addressed in this course.
2. AI in Healthcare – Coursera
In this specialization, you’ll study the present and foreseeable uses of AI in healthcare. Students will learn about the basics of machine learning from Stanford ML researchers and a panel of respected healthcare industry professionals throughout the first week of the curriculum. Students will investigate how to introduce AI technology into our clinic safely and morally through interesting stories and case studies.
3. Stanford University’s course Fundamentals of Machine Learning for Healthcare on Coursera
One of the most effective methods for resolving issues in healthcare is machine learning;
it can be used to develop focused treatments, personalize treatment plans,
and improve preventative measures. In this course, you’ll master the principles of machine learning,
explore applications in the field of healthcare, comprehend the biases and errors that come with machine learning methods,
and spot frequent mistakes and recommended practices for creating, executing,
and assessing projects that use machine learning.
4. Advanced AI Supply Chain Techniques
Depending on the project, you can use machine learning in your supply chain with the help of this course. The course begins with an introduction to the major machine learning paradigms, such as regression and classification, and the situations in which they are needed. The program will then assist you in learning a few key approaches, such as using neural networks to forecast a product’s demand and the random forests algorithm to categorize the goods. The preprocessing stages are the most crucial part of utilizing these models, and this course will help you fully comprehend these methods. The program concludes with a project in which you will apply the sophisticated methods you have learned to address issues with picture categorization.
5. The M.Tech. in Data Science and Machine Learning from Great Learning
Great Learning partners with PES University to provide this M.Tech in Data Science and Machine Learning program. Regardless of the business, this course will prepare you for a job in artificial intelligence thanks to its highly comprehensive curriculum. You’ll become more acquainted with computing, probability, SQL databases, distributed systems, data visualization, time series models, and Big Data. You will learn about the importance of data analysis in our personal, professional, and academic life in this M.Tech in Data Science and Machine Learning program. The course also covers the mathematical underpinnings required for AI. It’s one of the greatest AI training courses you can do since, after it, you get to write a thesis and work on a capstone project with the help of professionals in the field.