This video talks through a 3-step framework for deploying Python in finance. ------CHAPTERS------ 1. Python Libraries https://spectacled-redcurrant-dae.notion.site/e28a304c1f034deda720dcdf42ba9ab5?v=4c851e78252c4f5e9f6b625e693f69e3 2. Library prompt https://chat.openai.com/share/c819bec9-3c65-437e-b24c-3a2b78a9210b 3. Application prompt https://chat.openai.com/share/451553fc-bb60-446e-b73b-8dfc11219217
4. Google Colab Code https://chat.openai.com/share/84f85da3-1068-4c70-b3b5-611ace9d5f15 ------SHOW NOTES------ 1. [L] Python Library **Key takeaway** - If there’s not a library for your use case, Python may not be the best option. At least not without a developer. **Pro Tip** - Use this prompt with an AI of your choice: “List some Python libraries that can be used for [Use Case] (that don't relate to the finance industry or algorithmic trading) and describe what they do.” 1. [A] Application **Key Takeaways** - It’s important to match your application to your specific use case. Online environments like Jupyter notebooks have a much lower barrier to entry that installing developer tools like Visual Studio Code. **Pro Tip** - Use this prompt with an AI of your choice: “I’m thinking of performing [use case] using a library like [library]. Is this the library you’d suggest? If so, which platform (e.g Google Colab or Visual Studio Code) would you use to deploy it?” 1. [W] Workflow **Key Takeaway -** Python become infinitely more powerful when added to day to day workflows. Have a think about where it can slot into yours. ## Putting it into practise The best way to get concepts to stick is to put them into practise. Try this: 1. Login to an AI of your choice (ChatGPT Pro or [Copilot](https://copilot.microsoft.com/) preferred as they’re better with coding) 2. Enter this prompt: “Using the Matplotlib library, generate some Python code that someone in corporate finance could use in Google Colab to get an immediate impression of the power of Python - Use dummy data within the code to avoid the need for data upload or data connection - Exclude anything to do with the finance industry or algorithmic trading.” 3. Copy the code 4. Create a new Notebook in Google Colab (login using [this link](https://colab.research.google.com/)) 5. Copy the code and hit play (top left) P.S - Don’t forget to head over to www.techforfinance.com and sign up to Framework Friday for 1 actionable tech framework you can use to stay ahead of the game.
Power Automate: Turn Manual to Magnificent and Create Massive Value - Damien Bird | Ep.072
AI Overwhelm: How to Keep Up in the Age of Furious Change - Dave Hartley | Ep.071
Accounting Meets Art: How to Use Visuals as the Ultimate Productivity Tool - Mike Manalac | Ep.070
Automating Excel: Demystifying VBA, Office Script, Power Query & Python - Mark Proctor | Ep.069
Projection vs Reality: Avoid These Financial Modelling Mistakes - Danielle Stein Fairhurst | Ep.068
How to Select an AI Chat Tool - Is ChatGPT Still the Best? [6-Step Framework] | Ep.067
How to Fix a Broken Spend Culture: The Future of AP Automation - Howard Katzenberg | EP.066
Beyond Benchmarks: Will Whizzy Tech Make You a Better Finance Team? - It's Not All About the Numbers | Ep.065
Ditch Excel, Embrace AI: Why Python is the Future for Finance Pros - Stephanie Mertz | Ep.063
Future AI Predictions: Autonomous Agents vs AGI - GrowCFO Show | Ep.062
What AI CAN’T Do: The Human Side of FP&A - Martin Zych (Pt. 2) | Ep.061
Unlock the Power of Copilot’s AI Driven Data Insights - with GrowCFO | Ep.060
Replacement & Redundancy: Rethinking Tech Enabled Business - This Week in Tech | Ep.059
Excel vs FP&A Tool: Avoid the Same Pains Coming Back to Bite You - Martin Zych (Pt.1) | Ep.058
AI-sourcing vs Out-sourcing: How to Solve Your Problems With Bots - Finance Master (Pt. 2) | Ep. 057
How Wrong are You Willing to Be? Planning: Why 80% is good enough - Carl Seidman (Pt . 2) | Ep.056
Deciding What Tech NOT to Use: On the Bleeding Edge of AI - Finance Master (Pt.1) | Ep.055
Results Only Work Environment - AI vs Human: Does it Matter? This Week in Tech | Ep.054
The Trillion Dollar Question: Is There a Pain-free Shortcut to Mastery? - Carl Seidman (Pt. 1) | Ep.053
Create your
podcast in
minutes
It is Free
The Commercial Edge: Unleash the Power of People
The emPOWERed Half Hour
Aligned Money Show
Gorse Culture PODcast : The H.R. Detective Agency!
HCI Leadership Revolution
The Ramsey Show
Planet Money