Navigating Open Source in the AI Era: A Conversation with Juan Luis

Inspiring Computing

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Netflix Sports Club Podcast

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America’s Sweethearts: Dallas Cowboys Cheerleaders Season 2 - Tryouts, Tears, & Texas 32:48

לפני 5 weeks32:48

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32:48

America’s Sweethearts: Dallas Cowboys Cheerleaders is back for its second season! Kay Adams welcomes the women who assemble the squad, Kelli Finglass and Judy Trammell, to the Netflix Sports Club Podcast. They discuss the emotional rollercoaster of putting together the Dallas Cowboys Cheerleaders. Judy and Kelli open up about what it means to embrace flaws in the pursuit of perfection, how they identify that winning combo of stamina and wow factor, and what it’s like to see Thunderstruck go viral. Plus, the duo shares their hopes for the future of DCC beyond the field. Netflix Sports Club Podcast Correspondent Dani Klupenger also stops by to discuss the NBA Finals, basketball’s biggest moments with Michael Jordan and LeBron, and Kevin Durant’s international dominance. Dani and Kay detail the rise of Coco Gauff’s greatness and the most exciting storylines heading into Wimbledon. We want to hear from you! Leave us a voice message at www.speakpipe.com/NetflixSportsClub Find more from the Netflix Sports Club Podcast @NetflixSports on YouTube, TikTok, Instagram, Facebook, and X. You can catch Kay Adams @heykayadams and Dani Klupenger @daniklup on IG and X. Be sure to follow Kelli Finglass and Judy Trammel @kellifinglass and @dcc_judy on IG. Hosted by Kay Adams, the Netflix Sports Club Podcast is an all-access deep dive into the Netflix Sports universe! Each episode, Adams will speak with athletes, coaches, and a rotating cycle of familiar sports correspondents to talk about a recently released Netflix Sports series. The podcast will feature hot takes, deep analysis, games, and intimate conversations. Be sure to watch, listen, and subscribe to the Netflix Sports Club Podcast on YouTube, Spotify, Tudum, or wherever you get your podcasts. New episodes on Fridays every other week.…

לפני שנה 1:07:09

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In this episode, we explore the journey of Juan Luis an aerospace engineer turned data scientist who now works at QuantumBlack, part of McKinsey. Starting with a background in aerospace engineering, he transitioned from using proprietary software like Mathematica to open-source tools, ultimately becoming an influential figure in the Python community. As a co-founder of PyData Spain and organizer of PyCon Spain, he has made significant contributions to the open-source ecosystem. Currently, he’s working on Kedro, an open-source data science and engineering library. The episode delves into his thoughts on the role of generative AI in the industry, Kedro’s approach to modularity, and the importance of community and open-source collaboration.

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#Tech #Gareth Thomas #Matlab #Python #Julia #Science #Math #Self-Improvement #Podcasting Education #Scientific Computing #Technical Computing

Inspiring Computing

Navigating Open Source in the AI Era: A Conversation with Juan Luis

Inspiring Computing

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published לפני שנה

שתפו

MP3•בית הפרקים

Support the show

Subscribe to mailing list here.

27 פרקים

#Tech #Gareth Thomas #Matlab #Python #Julia #Science #Math #Self-Improvement #Podcasting Education #Scientific Computing #Technical Computing

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Inspiring Computing

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55:51

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Inspiring Computing

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1:04:59

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Inspiring Computing

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לפני 37 weeks47:55

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Inspiring Computing

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לפני 40 weeks41:54

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Inspiring Computing

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Inspiring Computing

1
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לפני 42 weeks44:48

44:48

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Inspiring Computing

1
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לפני 43 weeks1:07:09

1:07:09

In this episode, we explore the journey of Juan Luis an aerospace engineer turned data scientist who now works at QuantumBlack , part of McKinsey. Starting with a background in aerospace engineering, he transitioned from using proprietary software like Mathematica to open-source tools, ultimately becoming an influential figure in the Python community. As a co-founder of PyData Spain and organizer of PyCon Spain, he has made significant contributions to the open-source ecosystem. Currently, he’s working on Kedro , an open-source data science and engineering library. The episode delves into his thoughts on the role of generative AI in the industry, Kedro’s approach to modularity, and the importance of community and open-source collaboration. Support the show Subscribe to mailing list here.…

Inspiring Computing

1
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לפני 1 year58:48

58:48

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Inspiring Computing

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Inspiring Computing

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לפני 1 year56:04

56:04

In this podcast, Abel discusses his transition from academia and Brazil to becoming a research software engineer in the Netherlands. He emphasizes his reasons for choosing Julia such as its package ecosystem and speed. Abel details, his involvement with the Netherlands eScience Center , where he collaborates with researchers to develop software solutions. He also covers his background in applied mathematics and his early adoption and advocacy of Julia. The conversation touches on Julia Smooth Optimizers its utility and optimizing non-linear problems. And the importance of benchmarking for development. Abel shares insights into maintaining multiple interdependent packages in the Julia. And underscores the role of automation in testing and documentation. You also mentioned his contributions to the Juliet community through YouTube . And expresses openness to collaborating and supporting both academic and industrial projects involving Julia. Support the show Subscribe to mailing list here.…

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Inspiring Computing

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Coding the Future: The Rise of Genie and Julia in Web Frameworks 50:50

לפני 1 year50:50

50:50

In this episode of Inspiring Computing, we delve into the world of Julia and the Genie with Adrian Salceanu ,CEO of Genie Frameworks. Adrian shares insights into the advantages of using Julia for web development, including its high performance, distributed computing capabilities, and ease of scaling. He discusses his professional journey from a web designer in Bucharest to founding Genie in Barcelona, and explores the open-source Genie framework which offers a powerful ecosystem for building web applications. The conversation also touches on the integration of Julia with existing technologies, the roadmap for Genie, and the supportive community that surrounds it. Support the show Subscribe to mailing list here.…

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Inspiring Computing

1
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לפני 1 year52:55

52:55

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Inspiring Computing

1
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לפני 1 year1:22:20

1:22:20

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Inspiring Computing

1
Lazy Dynamics - Reactive Bayesian AI - Your Engine for Next Generation AI 45:48

לפני 1 year45:48

45:48

In this episode, Albert recounts his journey from Nakhodka Russia to the CEO of a Dutch company Lazy Dynamics . He describes his academic trajectory from studying in St. Petersburg. To earning scholarship and master programs in Kyoto, Japan. There he focused on , developing driving aids for elderly drivers, but face challenges with system performances, leading him to pursue a PhD in Bayesian Inference. Albert explains Bayesian inference as a method for updating beliefs, about uncertain quantities based on new evidence. He discusses its applications and addressing uncertainty in complex systems like personalized. Just hearing it, the conversation touches on the differences between patient AI and reinforcement learning, I'll but also introduces RxInfer and for an open source toolbox programmed in Julia designed to automate Bayesian Inference through reactive message passing. He emphasizes RxInfer and its efficiency in handling computational resources by processing information only when necessary. Support the show Subscribe to mailing list here.…

Inspiring Computing

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Adyen - Engineered for ambition 45:05

לפני 1 year45:05

45:05

This episode (recorded late 2023) of Inspiring Computing features Nikki , a tech lead in machine learning at a company called Adyen . She discusses her journey into AI and our role at adjunct. Nikki initially studied econometrics, but found it lacking in practical application. She then delved into programming, building apps and websites, and eventually combined her love for mathematics and programming. She worked at KLM as a software engineer, primarily on C++ plus before transitioning to ING. Was she, when she began working on extensively with Python and data related projects. At Adyen Nikki explains that the company facilitates payment processes for various businesses, ensuring integration with different payment methods for companies like streaming services and eclipse Cromer's platforms. She elaborates on the, behind the scenes process of payments, including the risk checks authentication. Emphasizing agent's role as a payment. Gateway and its banking license, which allows for same day payment processing. Nikki discusses the complexity of payment optimization due to different messaging protocols and the rules across banks, particularly. With visa and MasterCard edge and maintain standards and smooth transition of these protocols. Leveraging machine learning models, trained on past data to adapt, to changes and ensures seamless payment processing across various banks and regions. They experiment different models per region, per group, and companies to optimize this performance. Support the show Subscribe to mailing list here.…

Inspiring Computing

1
Dexter Forecast & Trade Optimization Powered by AI 49:38

לפני 1 year49:38

49:38

In this podcast episode, we delve into the intricacies of power markets and energy forecasting with Tom Lemmens who has firsthand experience in the field. Starting his career at an energy company, our guest explains the complexities of short-term power markets, focusing on generation forecasting for wind and solar power, as well as price forecasting. We learn about the crucial role of forecasting prices as a proxy for balancing the grid, and the importance of portfolio optimization in maximizing asset value. After transitioning from a data science consultant back to the energy sector, our guest became one of the early joiners at Dexter Energy, a company providing generation forecasting and trade optimization services. Dexter Energy specializes in forecasting solar and wind power generation, along with short-term power prices, to help companies make informed trade strategies and optimize their assets. The guest highlights the significance of utilizing Python in their work and explains the process of translating data into expected power output using machine learning models. Moreover, we explore the challenges and rapid changes in the energy transition, particularly in regions with increasing adoption of renewable energy sources like solar panels. Tom shares insights into the continuous evolution of their models and the technology stack used at Dexter Energy, including Python, Google Cloud, Airflow, and various databases. Finally, we uncover the data sources for weather data, essential for accurate forecasting, and the iterative process of determining model usefulness through backtesting. This episode provides a comprehensive overview of the dynamic energy market and the vital role of data-driven solutions in optimizing energy trading strategies. Support the show Subscribe to mailing list here.…

Inspiring Computing

1
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לפני 2 years54:00

54:00

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Inspiring Computing

1
Prodrive Technologies - Creating meaningful technologies that make the world work 1:18:33

לפני 2 years1:18:33

1:18:33

In this episode, we talk to Thomas who works at a company called Prodrive Technologies. We explore how the company started with these AI platform and what it meant for the company to go from simple proof of concepts of applying machine learning or deep learning techniques to actually adding business value. We listen to the journey that Thomas and his team had to take to understand, and then reveal all the common gotches around implementing MLOps. If you're interested in understanding the tools, the challenges, the story, the motivation, the obstacles that pro drivers overcome in the recent few years in this journey. During this episode we mention a few neat packages: - MLFlow - PyTorch - TensorFlow - Django - anomalib Support the show Subscribe to mailing list here.…

Inspiring Computing

1
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52:06

In this episode, we talk to Pedro Holanda who explains the motivation of why it's so useful to create a company around helping data scientists, use databases. In other words, people tend to use Pandas and CSV files a lot. And this sparked his curiosity alongside a few co-founder, of why is there not a better way of using databases for data scientists? We explore how duckDB achieved getting over 2 million downloads per month and how the secret source of making things as easy contributed to that success. We explore some of the technical differences between SQLite and duckDB, but also a bit of the technicalities of optimising storage memory and adaptation, talking of how to develop extensions and effectively. How does the DuckDB labs as a company got going and where they're actually going in the future. Support the show Subscribe to mailing list here.…

Inspiring Computing

1
Pluto making scientific computing accessible and fun 1:00:52

לפני 2 years1:00:52

1:00:52

In this episode, we explore Pluto . It is a Julia package, which enables people to ride Pluto notebooks. These notebooks are used by hundreds of thousands of people around the world to help explore the world around them. We talked to Fons to understand how he and some of his co-creators started this project, what motivated them to create yet another notebook framework and what are the key differences towards other notebooks, such as Jupiter, MATLAB Live editor, and maybe a little bit of Observable. In addition to this, we will also explore how Pluto's are used in education with the Gerhard's experience as a teacher and a community manager, as the team collects a wide variety of use cases of where and how Pluto is used and how it helped people explore the world around. But not only do we understand and explore how it got going, how it's used today, we also take a sneak preview of what's to come in the future and understand how the community and the team make their decisions of what are the new features to be implemented and why. And it all revolves around some of their guiding principles that the team has put in place. Useful links that are referred in the episode https://featured.plutojl.org https://github.com/fonsp/Pluto.jl https://julialang.zulipchat.com/ Support the show Subscribe to mailing list here.…

Inspiring Computing

1
Eyedle your AI Imaging Partner 45:52

לפני 2 years45:52

45:52

In this episode I interviewed Koen de Raad co-founder of https://eyedle.ai/ and we discussed how he and his team use Deep Learning programmed in Python in his company. Support the show Subscribe to mailing list here.

Inspiring Computing

1
Why Inspiring Computing 4:38

לפני 3 years4:38

4:38

In this short episode Gareth Thomas the host of Inspiring Computing will share the motivation this podcast. In short it answers the why, how, what, who and for whom this podcast is for. Support the show Subscribe to mailing list here.

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