Global Finance Summit Keynote - AI & Machine Learning in Finance: Transformative Applications
Watch the video of this presentation here.In this special episode, I present my keynote from the Grow CFO Global Finance Summit, exploring the now and future of AI and machine learning in finance. I the importance of pattern recognition, the role of generative AI, and practical use cases like spend and revenue analysis and outlier detection. Learn how tools like ChatGPT and Microsoft Copilot are reshaping financial management. Tune in for expert predictions, tips on improving your AI skills, and insights into deploying AI for enhanced financial operations and decision-making. ------ SHOW NOTES ------ - Check out GrowCFO here.- Download the presentation transcript and slides here- See the Google Colab code I used to run the models and predictions here.- Check out LABS.GENERATIVEAI here. ------ CHAPTERS ------ (00:00:00) - Introduction.(00:01:18) - Welcome and Summit Overview.(00:02:12) - AI Predictions and Partners.(00:03:32) - AI and Machine Learning in Finance.(00:04:41) - Poll and AI Impact.(00:07:07) - Session Overview.(00:07:32) - AI Tools and Techniques.(00:08:26) - Personal AI Journey.(00:10:33) - AI vs. Automation.(00:14:28) - Machine Learning in Finance.(00:17:11) - Training Data and Bias.(00:19:12) - Outlier Detection.(00:22:10) - Predictive Analytics.(00:23:09) - Experimentation with AI Models.(00:26:16) - Spend Forecast Case Study.(00:29:30) - Revenue Forecast Case Study.(00:34:38) - Generative AI.(00:39:49) - Building Bots with AI.(00:45:06) - AI Labs in Excel.(00:53:20) - General AI Tools.(00:56:27) - Future Predictions.(01:00:05) - Conclusion and Contact.(01:01:12) - Q&A Session. For more goodies, check out www.techforfinance.com