What are the most effective resources for learning AI and financial technology skills?

1 Online courses

One of the best ways to learn AI and financial technology skills is to take online courses that cover both the theory and the practice. There are many platforms that offer courses on AI, machine learning, data science, and financial applications, such as Coursera, Udemy, edX, and DataCamp. You can choose from a variety of topics, levels, and formats, depending on your goals and preferences. Some of the popular courses are AI for Finance, Machine Learning for Trading, and Data Science for Finance.

2 Books and blogs

Another way to learn AI and financial technology skills is to read books and blogs that explain the concepts, techniques, and trends in an accessible and engaging way. Books and blogs can help you gain a deeper understanding of the subject, as well as inspire you with real-world examples and case studies. Some of the recommended books are AI in Finance by Ignacio Ruiz, Machine Learning for Asset Managers by Marcos Lopez de Prado, and Python for Finance by Yves Hilpisch. Some of the recommended blogs are Towards Data Science, KDnuggets, and The AI Blog.

3 Projects and competitions

A third way to learn AI and financial technology skills is to work on projects and competitions that challenge you to apply your knowledge and solve real problems. Projects and competitions can help you develop your portfolio, showcase your skills, and get feedback from experts and peers. You can find many projects and competitions on platforms such as Kaggle, Zindi, and DrivenData. Some of the examples are Predicting Credit Card Approvals, Stock Price Prediction, and Fraud Detection.

4 Podcasts and videos

A fourth way to learn AI and financial technology skills is to listen to podcasts and watch videos that feature interviews, discussions, and tutorials on the topic. Podcasts and videos can help you stay updated on the latest developments, learn from the experiences of practitioners and researchers, and discover new ideas and opportunities. Some of the popular podcasts are AI in Banking, Fintech Insider, and DataFramed. Some of the popular videos are AI for Finance by Lex Fridman, Machine Learning for Finance by Siraj Raval, and Data Science for Finance by 365 Data Science.

5 Communities and events

A fifth way to learn AI and financial technology skills is to join communities and events that connect you with other learners and professionals in the field. Communities and events can help you network, exchange insights, ask questions, and find mentors and collaborators. You can find many communities and events on platforms such as Meetup, LinkedIn, and Reddit. Some of the examples are AI in Finance Meetup, Fintech Professionals Group, and r/FinancialTechnology.

6 Here’s what else to consider

This is a space to share examples, stories, or insights that don’t fit into any of the previous sections. What else would you like to add?