With the rise of artificial intelligence and machine learning, the finance industry is increasingly adopting these technologies. Investment banks are using machine learning for everything from risk management to algorithmic trading. As a result, there is growing demand for investment bankers with machine learning skills. Fortunately, there are a number of free resources available online for learning about machine learning applications in finance. In this article we will look at some of the best free machine learning courses and PDFs for investment bankers.
Machine learning overview courses
Before diving into machine learning for finance, it helps to start with some general machine learning courses to gain an understanding of the basics. Coursera and edX have several good introductory level machine learning courses for free.
Machine learning for trading courses
Once you have a handle on the fundamentals, some courses focus specifically on using machine learning in trading. Udemy has a highly rated course on machine learning for algorithmic trading. Coursera also has a hands-on course for using ML in trading strategies.
ML for investment banking PDFs
There are some free PDFs available for download that cover machine learning in investment banking and finance. These provide a solid overview and case studies. Check out PDF guides from leading firms like JP Morgan and Deloitte.
With the materials mentioned above, you can get a valuable introduction to machine learning and how it is changing investment banking. Combine online learning with hands-on practice to start developing in-demand skills.