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Forecasting KPI: Using ML and Big Data for Investment Decisions

Forecasting KPI: Using ML and Big Data for Investment Decisions

May 21, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Event Analyzer, Forecasting, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, Portfolio Optimization, Predictive Analytics, QuantDesk,

Erez Katz, CEO and Co-founder For us at Lucena, applying machine learning to the financial markets has taken an interesting turn in recent years. In theory, fitting a model to historical time series data and forecasting a KPI should be similar to how…

Trending Topics in Alt Data and Machine Learning for Investment

Trending Topics in Alt Data and Machine Learning for Investment

May 7, 2019 | Ai Driven Investment Strategies, Alternative Data, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Forecasting, Investment Strategies, Long and Short Strategies, Machine Learning, Model Portfolios, Portfolio Optimization, Predictive Analytics, Webinar Videos,

Webinar Overview On June 13th we will host a webinar dedicated to an open Q&A surrounding trending topics in Alt Data, Machine Learning, and Data Science for Finance. An emerging and rapidly evolving technical domain can cause great confusion and…

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Live Portfolios From Alt Data

Live Portfolios From Alt Data

April 17, 2019 | Ai Driven Investment Strategies, Alternative Data, Backtest, Big Data, Company Blog, Data Analytics Suite, Data Provider, Data Science, Data Validation, Event Analyzer, Forecasting, Investment Strategies, Long and Short Strategies, Model Portfolios, Portfolio Optimization, Predictive Analytics, QuantDesk,

Alternative-Data-Based Long and Short Portfolios In Action Earlier this year we announced a partnership with Wall Street Horizon.  Our partnership will highlight how quality alternative data combined with predictive technology can benefit deploying successful investment signals.

Is Your Deep Learning Strategy Robust Enough?

Is Your Deep Learning Strategy Robust Enough?

January 9, 2019 | Backtest, Big Data, Company Blog, Convolutional Neural Networks, Data Science, Deep Learning, Forecasting, Investment Strategies, QuantDesk, Quantitative Investing,

Erez Katz, CEO and Co-founder of Lucena Research. How to test the robustness of a deep learning strategy. Best practices geared to test your quantitative investment strategy before risking capital.

How To Use RNNs and Time Series Data for Forecasting Stock Prices

How To Use RNNs and Time Series Data for Forecasting Stock Prices

January 9, 2019 | Ai Driven Investment Strategies, Alternative Data, Company Blog, Forecasting, Machine Learning, Neural Networks, Quantitative Analysis, Time Series Data,

How to Use Time Series Data and RNNs To Forecast Stock Prices. It’s important to configure deep net infrastructure to accommodate time series data.

Applying Deep Reinforcement Learning to Trading

Applying Deep Reinforcement Learning to Trading

January 7, 2019 | Ai Driven Investment Strategies, Alternative Data, Company Blog, Convolutional Neural Networks, Deep Learning, Forecasting, Machine Learning, Neural Networks, Predictive Analytics, Quantitative Investing, Webinar Videos,

Lucena Research Co-Founder Dr. Tucker Balch provides an introduction to machine learning, specifically applying deep reinforcement learning for stock trading.

How To Use Deep Neural Networks To Forecast Stock Prices

How To Use Deep Neural Networks To Forecast Stock Prices

January 6, 2019 | Ai Driven Investment Strategies, Deep Learning, Forecasting, Neural Networks, Predictive Analytics, Stock Prices, Time Series Data,

Erez Katz, CEO and Co-founder of Lucena Research How To Use Deep Neural Networks To Forecast Stock Prices

Forecast Stock Prices Using Convolutional Neural Networks

Forecast Stock Prices Using Convolutional Neural Networks

January 6, 2019 | Ai Driven Investment Strategies, Company Blog, Convolutional Neural Networks, Data Science, Deep Learning, Forecasting, Neural Networks, Stock Prices,

Erez Katz, CEO and Co-founder of Lucena Research How A Convolutional Neural Net Predicts An Outcome and Forecasts Asset Prices.

Protect Your Deep Value Fundamental Portfolio

Protect Your Deep Value Fundamental Portfolio

January 5, 2019 | Ai Driven Investment Strategies, Alternative Data, Backtest, Company Blog, Data Science, Forecasting, Investment Strategies, Quantitative Investing,

Erez Katz, CEO and Co-founder Lucena Research How Machine Learning Can Protect Your Deep Value Fundamental Portfolio At Lucena, we’ve witnessed a growing interest in quantitative analysis technology. One question we usually receive from  portfolio analysts is how can machine…

How Machine Learning Can Validate Your Data For Stock Forecasting

How Machine Learning Can Validate Your Data For Stock Forecasting

December 28, 2018 | Ai Driven Investment Strategies, Alternative Data, Backtest, Big Data, Company Blog, Data Analytics Suite, Data Matching Engine, Data Provider, Data Qualification Engine, Data Science, Data Validation, Forecasting, Machine Learning, Predictive Analytics,

Erez Katz, CEO and Co-founder of Lucena Research There are many Machine Learning methods that can be used to validate data for stock forecasting. It’s important to understand and distinguish the methods before utilizing AI to validate and predict asset prices.

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