machineByte delivers education to quant professionals on the latest innovations and developments in ML/AI and alternative data in investment management.machinebyte.com City of London, LondonJoined November 2018
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Managers are dipping their toes into more advanced algorithms, like neural networks. These techniques are primarily being used to discover new signals, generate trading ideas, construct portfolios and manage risk: lnkd.in/gQE3ZVy
Available now: The White Paper 'ML & Alt Data in Asset Management - This exclusive guide includes case studies on how and why investors are actively applying machine learning and alternative data across asset classes, strategies and markets. Visit lnkd.in/gQE3ZVy
In this episode of soundByte, we speak to David Nabwangu about his decision to found the machine learning-backed credit-risk analysis firm AI-Spark and the challenges of incorporating new technology into CRE. machinebyte.com/commentary-and…
The panel institutions, which together manage over EUR 135 billion, outlined specific data types and machine-learning models they’re using while expressing their frustration with black-box techniques and searching for talent.
machinebyte.com/commentary-and…
Private equity firms are relying on alternative data and new forms of technology to augment their fundraising, decision making and portfolio management processes, according to panelists at machineByte’s conference in Paris last week.
machinebyte.com/commentary-and…
Dutch pension fund PGGM is researching machine-learning and alternative-data applications to supplement its traditional quant multifactor equity fund. View the full video at lnkd.in/gpXKDhB.
Though it has yet to integrate the signals into its live portfolios, APG Asset Management is exploring natural language processing techniques to generate #ESG signals, a process it says has generated positive results.
machinebyte.com/commentary-and…
Ahcene Gareche from Chorus joined machineByte Europe to moderate our investor panel.
He is joined on stage by investors from PGGM Investments, AP3, Varma & RPMI Railpen. Session coverage will follow soon on machinebyte.com
PFA Asset Mng, which manages assets for Copenhagen-based PFA Pension, is dialing up its analysis of #ESG data — including sentiment analysis on news, NGO reports and annual statements — which it purchases from external vendors. Visit machinebyte.com for the full video.
Last chance to register for machineByte Paris, deadline 13 Sept! This conference is created to inspire and educate.
You will get the opportunity to explore ML and alt data, receive training in programming languages to get you up to speed and to network with your direct peers.
Why do investors need to get ready for quantum computing and why it matters? Join us in Paris to listen to Román Orús, Ikerbasque research professor at the Donostia International Physics Center. Visit machinebyte.com for tickets and more info.
Asset managers are dialing up their interest in quantum ML, hoping it will help them train models with less data, optimize Monte-Carlo simulations and do a better job of predicting the performance of financial markets than classical ML tools.
machinebyte.com/commentary-and…
At machineByte Europe, attendees will also have training on site on applying machine learning in finance using R and Python. The training will show how to perform a dynamic portfolio back test using efficient machine learning tools. Register: machinebyte.com/conferences/ma…
The machineByte Paris is only two weeks away! machinebyte.com/conferences/ma…
The conference features case studies, innovative solutions and interactive training and panels on how ML & alt data is being applied, can be applied and the challenges facing implementation across markets.
OPEN VIEW: machineByte is preparing a white paper report featuring case studies, statistics, challenges and implementation plans on applying machine learning and data science in investment management.
#machinelearning@mldatamachinebyte.com/commentary-and…
Asset managers that emphasize innovation, place value on human expertise and foster a culture of collaboration are best poised to harness the full impact of big data, according to Richard Mathieson, MD in @BlackRock's systematic active equity division.
machinebyte.com/commentary-and…
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