DataTalks.Club

Jan 31 2025 177 ep. 54 mins 106

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DataTalks.Club - the place to talk about data!

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Redefining AI Infrastructure: Open-Source, Chips, and the Future Beyond Kubernetes

Jan 31 2025 56 mins

In this podcast episode, we talked with Andrey Cheptsov about The future of AI infrastructure. About the Speaker: Andrey Cheptsov is the founder and CEO of dstack, an open-source alternative to Kubernetes and Slurm, built to simplify the orchestration of AI infrastructure. Before dstack, Andrey worked at JetBrains for over a decade helping different teams make the best develop

Linguistics and Fairness - Tamara Atanasoska

Jan 17 2025 54 mins

In this podcast episode, we talked with Tamara Atanasoska about building fair AI systems. About the Speaker: Tamara works on ML explainability, interpretability and fairness as Open Source Software Engineer at probable. She is a maintainer of fairlearn, contributor to scikit-learn and skops. Tamara has both computer science/ software engineering and a computational linguisti

Career choices, transitions and promotions in and out of tech - Agita Jaunzeme

Jan 10 2025 55 mins

In this podcast episode, we talked with Agita Jaunzeme about Career choices, transitions and promotions in and out of tech. About the Speaker: Agita has designed a career spanning DevOps/DataOps engineering, management, community building, education, and facilitation. She has worked on projects across corporate, startup, open source, and non-governmental sectors. Following her pa

Career advice, learning, and featuring women in ML and AI - Isabella Bicalho

Dec 13 2024 54 mins

In this podcast episode, we talked with Isabella Bicalho about Career advice, learning, and featuring women in ML and AI. About the Speaker: Isabella is a Machine Learning Engineer and Data Scientist with three years of hands-on AI development experience. She draws upon her early computational research expertise to develop ML solutions. While contributing to open-source projects,

AI in Industry: Trust, Return on Investment and Future - Maria Sukhareva

Dec 06 2024 52 mins

Reflection on an Almost Two-Year Journey of Generative AI in Industry – Maria Sukhareva About the speaker: Maria Sukhareva is a principal key expert in Artificial Intelligence in Siemens with over 15 years of experience at the forefront of generative AI technologies. Known for her keen eye for technological innovation, Maria excels at transforming cutting-edge AI research i

Large Hadron Collider and Mentorship – Anastasia Karavdina

Nov 22 2024 54 mins

We talked about: 00:00 DataTalks.Club intro 00:00 Large Hadron Collider and Mentorship 02:35 Career overview and transition from physics to data science 07:02 Working at the Large Hadron Collider 09:19 How particles collide and the role of detectors 11:03 Data analysis challenges in particle physics and data science similarities 13:32 Team structure at the Large Hadron Collider 20:

MLOps as a Team - Raphaël Hoogvliets

Nov 08 2024 55 mins

We talked about: 00:00 DataTalks.Club intro 02:34 Career journey and transition into MLOps 08:41 Dutch agriculture and its challenges 10:36 The concept of "technical debt" in MLOps 13:37 Trade-offs in MLOps: moving fast vs. doing things right 14:05 Building teams and the role of coordination in MLOps 16:58 Key roles in an MLOps team: evangelists and tech translators 23:01 Role of t

Using Data to Create Liveable Cities - Rachel Lim

Nov 01 2024 45 mins

We talked about: 00:00 DataTalks.Club intro 01:56 Using data to create livable cities 02:52 Rachel's career journey: from geography to urban data science 04:20 What does a transport scientist do? 05:34 Short-term and long-term transportation planning 06:14 Data sources for transportation planning in Singapore 08:38 Rachel's motivation for combining geography and data science 10:19

DataTalks.Club 4th Anniversary AMA Podcast – Alexey Grigorev and Johanna Bayer

Oct 25 2024 53 mins

We talked about: 00:00 DataTalks.Club intro 00:00 DataTalks.Club anniversary "Ask Me Anything" event with Alexey Grigorev 02:29 The founding of DataTalks .Club 03:52 Alexey's transition from Java work to DataTalks.Club 04:58 Growth and success of DataTalks.Club courses 12:04 Motivation behind creating a free-to-learn community 24:03 Staying updated in data science through pe

Human-Centered AI for Disordered Speech Recognition - Katarzyna Foremniak

Oct 09 2024 48 mins

We talked about: 00:00 DataTalks.Club intro 08:06 Background and career journey of Katarzyna 09:06 Transition from linguistics to computational linguistics 11:38 Merging linguistics and computer science 15:25 Understanding phonetics and morpho-syntax 17:28 Exploring morpho-syntax and its relation to grammar 20:33 Connection between phonetics and speech disorders 24:41 Improvement o