Tag: datascience

• There Are Levels To This Game: The 5 Stages of AI Adoption (28 Jul 2024)
  
• AI Disasters and How to Avoid Them, and Use Tools Like ChatGPT Effectively Without Risking Your Reputation and Career (05 Jun 2024)
  
• How To Build a Financial Market Data Chatbot with OpenBB and LangChain: A Step-by-Step Guide (Including Video and Code) (26 May 2024)
  
• Summarize a complete book using the giant context window in Gemini 1.5 (14 Mar 2024)
  
• Generative AI in 2024 (27 Feb 2024)
  
• Practical ChatGPT Prompting: 15 Patterns to Improve Your Prompts (13 Jan 2024)
  
• OpenAI DevDay (07 Nov 2023)
  
• Truth, Lies, and ChatGPT (15 Sep 2023)
  
• Bullshit (14 Sep 2023)
  
• ChatGPT, OpenAI, and the Generative AI Revolution (29 Mar 2023)
  
• NYC Subways and the Terrible, Horrible, No Good, Very Bad, Turnstile Data (12 Feb 2023)
  
• Numbers With Wings: A Modern Data Stack-In-A-Box (22 Jan 2023)
  
• Time Series Analysis In Theory (26 Nov 2022)
  
• How I learned to stop worrying and love PCA: The optimal threshold for PCA dimensionality reduction (16 May 2022)
  
• The AI Hierarchy of Needs (29 Mar 2021)
  
• Demystifying Portfolio Optimization with Python and CVXOPT (06 Dec 2020)
  
• Beyond Grid Search: Using Hyperopt, Optuna, and Ray Tune to hypercharge hyperparameter tuning for XGBoost and LightGBM (12 Oct 2020)
  
• Deploy a Microservice to AWS Elastic Container Service: The Harder Way and the Easier Way (27 Aug 2020)
  
• Cookie Cutter Machine Learning with Docker (20 Jul 2020)
  
• Deep Reinforcement Learning For Trading Applications (Alpha Architect) (26 Feb 2020)
  
• Forecasting US Equity Market Returns with Machine Learning (Alpha Architect) (07 Jan 2020)
  
• Understanding Classification Thresholds Using Isocurves (15 Oct 2019)
  
• Machine Learning Classification Methods and Factor Investing (Alpha Architect) (21 Dec 2018)
  
• Jupyter Notebook on an AWS instance (29 Sep 2018)
  
• Machine Learning for Financial Market Prediction — Time Series Prediction With Sklearn and Keras (Alpha Architect) (05 Jun 2018)
  
• Quantitative Fun With Fund Names (19 Feb 2018)
  
• Machine Learning for Investors: A Primer (Alpha Architect) (27 Sep 2017)
  
• Everyone lives in a bubble, and all models are overfitted (13 Nov 2016)
  
• Narratives Are Powerful, But Check the Math (24 Jan 2016)
  
• Portfolio Optimization and Efficient Frontiers in R (18 Jan 2012)
  
• Why only millionaires should play Powerball (28 Nov 2011)
  
• 100 traders, 100 boxes, part deux (07 Jun 2011)