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8 talks from the 2024 edition.
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Better search relevance using Learning to Rank at mobile.de ▶ Recording 📝 Transcript
Manish Saraswat
At mobile.de, we aim to provide a satisfactory search experience so users can find the vehicles quickly they are looking for. We make it happen using our machine learning systems working 24X7 in the backend which...
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Bridging the Gap: From Analytical Models to Operational Success ▶ Recording 📝 Transcript
Ignacio Vergara, Nick Harmening
Deploying machine learning models in production carries its own unique set of challenges. Some challenges stem from different, and sometimes conflicting, objectives between analytics and production. Others arise from...
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Build a personalized Bitcoin (BTC) virtual assistant in Python with Hopsworks and LLM function calling ▶ Recording 📝 Transcript
Javier de la Rúa Martínez
The human ambitious desire to get rich without effort has been a major driving force behind the popularity of cryptocurrencies like Bitcoin and Ethereum. However, their high volatility makes them too unpredictable,...
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Climate Crisis in Numbers ▶ Recording 📝 Transcript
Robert Meyer
Climate change is one of the biggest and most daunting challenges that our and future generations are going to face. In order to mitigate climate change and its consequences, first one needs to understand the problem...
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Connecting batteries with Python: Towards EV Charging with #zero emissions at #zero costs ▶ Recording 📝 Transcript
Christopher Bock
This talk dives into how Python helps us to bridge the gap between automotive and energy industries. Learn how Python helps in integrating EV batteries into the power grid, enabling further use and growth of...
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Documenting R&D Progress using jupyter-book - and feel safe for the next performance audit ▶ Recording 📝 Transcript
Jens Nie
Rosenxt has only just been founded, and yet we are already very busy researching great things and making them usable. The ideas are bubbling, the motivation is high. The urge to try out the next idea quickly is high....
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Haystack 2.0: the story of a rewrite ▶ Recording 📝 Transcript
Silvano Cerza
To rewrite or not to rewrite: it's a major question. Releasing new software versions with breaking changes can be disruptive to a community, but sometimes they are necessary in the long run to move forward. Haystack...
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Prescriptive Analytics in the Python Ecosystem with Gurobi ▶ Recording 📝 Transcript
Robert Luce
Join us as we guide you through integrating Gurobi and prescriptive analytics into your greater Python ecosystem. We’ll demonstrate model-building patterns based on NumPy and SciPy.sparse data structures and explore...