GMO's Blog

Regression Analysis of Boston Housing Data Google Colab Link In my exploration of regression algorithms using the Boston Housing dataset, I tried several models to predict housing prices. Gradient Boost Tree Regressor t his model stands out due to its impressive performance metrics. It achieves a Root Mean Square Error (RMSE) of 3.67409 on the test data, coupled with an R-squared value of 0.84279, indicating a strong fit compared to the basic linear regression models. Random Forest Regressor This model displays robustness similar to the Gradient Boost Tree, with a comparable RMSE and an R-squared value of 0.786508. It offers a reliable alternative with its ensemble approach. Decision Tree Regressor Although slightly less effective than the Random Forest, the Decision Tree Regressor still shows substantial predictive capability with an R-squared value of 0.727668, illustrating its utility in scenarios where model interpretability is key. Classification for SMS Spam Detection Google Cola

 Check out the Google Colab Notebook for a word frequency project I worked on for my class, "Python for AI".  You can try it out here ! You can download and upload any text to try out the notebook. I used The Republic by Plato: https://www.sciencetheearth.com/uploads/2/4/6/5/24658156/plato_-_the_republic.pdf

 

I want to share part of the prompting process for my Digital Marketing document I created.  FAQ: - Describe your project in three words: Content for artists - Which AIs did you use? Chat GPT-4, Microsoft Bing, had trouble using claude!! Can't sign in with my phone number.  - Do you subscribe to an AI (GPT-4, Claud-3, etc.)? Yes, Chat GPT 4, it remembers our conversations the best.  - If you used several, do you see differences? I haven’t used other AI’s enough to see the differences.  - Describe three good uses of AI  Generating/brainstorming ideas especially for creative activities, summarizing text or large documents, learning step by step - Describe three bad uses of AI  Getting an unbiased opinion on cultural, controversial or philosophical topics, AI in High-Stakes, Unpredictable Environments (finances), personal conversation that requires empathy - Do you think AI will affect your future work? Yes, I am looking forward to using it in the work that I do. Using AI in work will

I created a marketing 30 page marketing document utilizing AI. Check it out below. It's quite long!!! I also can't figure out why the formatting is messed up here.... G.M.O.: AI Content Generation Services   Project Description Summary: G.M.O. (Graphically Modified Organisms) harnesses innovative AI tools to produce unique and cost-effective music videos and digital content tailored for artists and musicians. By leveraging advanced AI technologies, G.M.O. enhances online engagement through creative visuals and animations, offering an economical alternative to traditional content production methods. This approach not only amplifies the digital presence of artists but also delivers distinctive content that resonates with their audiences. 1. Persona The goal of G.M.O. is dedicated to bridging the gap between artists and musicians and our innovative AI video solutions, ensuring their digital presence is not just seen, but felt 2. Organization G.M.O. is at the forefront of AI-driven