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DataTalks.Club

DataTalks.Club
Machine Learning
Data Science
Data Engineering
Mlops
Artificial Intelligence
Natural Language Processing
Large Language Models
Data Analysis
Kaggle
Freelancing
Generative AI
Search Technologies
AI Engineering
Speech Recognition
Dataops
Scikit-Learn
Vector Databases
Networking
Speech Disorders
Automatic Speech Recognition

DataTalks.Club - the place to talk about data!

PublishesWeeklyEpisodes220Founded6 years ago
Number of ListenersCategory
Technology

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Artwork for DataTalks.Club

Latest Episodes

In this talk, Aleksandr Kim, Senior Data Scientist at Intuit, shares his expertise in building AI-powered features in production from fine-tuning BERT models in cyber security to engineering scalable data verification platforms. We explore the realit... more

YouTube

In this talk, Ivan, Senior Engineering Manager at Personio, shares his deep expertise in the data and software space from his early days building traditional NLP systems and massive ETL pipelines to his current leadership role in Identity and Access ... more

YouTube

The conference highlighted a critical shift in the technology and engineering ecosystem, moving away from passive implementations toward autonomous AI systems, collaborative communities, and robust engineering guardrails. Discussions centered on the ... more

In this talk, Nikita, Senior Applied Data Scientist at the AWS Generative AI Innovation Center, shares his expertise in bringing enterprise artificial intelligence out of the sandbox—from his early days optimizing traditional machine learning models ... more

YouTube

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Recent Guests

Ivan Bilan
Senior Engineer Manager at Personio
Personio
Episode: AI Adoption in Enterprise Beyond Writing Code - Ivan Bilan
Nikita Kozodoi
Senior Applied Data Scientist at the AWS GenAI Innovation Center
Amazon Web Services (AWS)
Episode: From GenAI Pilots to Production - Nikita Kozodoi
Mariano Semelman
Lead data scientist / machine learning engineer with 10 years of experience in e-commerce
OLX (former)
Episode: From Notebook to Production: Building End-to-End AI Systems - Mariano Semelman
Agnieszka Kaminska
Machine learning engineer
Pharmaceutical industry
Episode: Data Makers Fest 2026 Conference Interviews
Alp Öktem
Regional researcher focusing on language data
Mozilla Data Collective
Episode: Data Makers Fest 2026 Conference Interviews
Filipa Kashto
Head of AI team
Euronext
Episode: Data Makers Fest 2026 Conference Interviews
Tatiana Habruseva
Staff software engineer in machine learning at LinkedIn; Kaggle competition master; Sound Demixing Challenge 2023 winner
LinkedIn
Episode: Competitions: Beyond the Kaggle Leaderboard - Tatiana Habruseva
Jessica Greene
Machine learning engineer, co-organizer PyLadies Berlin, chair of PyLadies fund Germany
Ecosia, PyLadies Berlin
Episode: PyConDE 2026 Conference Interviews
Cheuk Ting
Content creator teaching Python and AI concepts, street interview content creator
Personal brand (YouTube)
Episode: PyConDE 2026 Conference Interviews

Hosts

Alex
Host involved in interview conversations and event guiding
Alexei
Host of the interview series

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#112
Japan/Technology
Apple Podcasts
#233
Colombia/Technology

Talking Points

Recent interactions between the hosts and their guests.

From GenAI Pilots to Production - Nikita Kozodoi
Q: Could Nikita give a few examples of his GenAI business projects?
Nikita discusses projects like Zalando's newsletter translation/localization pipeline, Windward maritime anomaly explanation with web data integration, and an AI-driven live football ticker that describes game events with sensor-backed data.
Applied AI 2026 Berlin Conference Interview
Q: What brings you to the conference?
Florian explains a long-running relationship with Applied AI, prior involvement with European Commission AI infrastructure work, and networking opportunities at the conference.
Applied AI 2026 Berlin Conference Interview
Q: Tell us a few words about yourself.
Florian introduces his background at Gina AI, the acquisition by Elastic, and his current role as an AI researcher focused on multimodal embeddings and practical product work.
Competitions: Beyond the Kaggle Leaderboard - Tatiana Habruseva
Q: How can we use competition platforms to create a portfolio that appeals to potential employers?
By producing well-documented GitHub repos, readable READMEs, and cleanly written blog posts or reports that explain methods and results; even a silver medal can become a differentiator when paired with a strong portfolio and public artifacts.
PyConDE 2026 Conference Interviews
Q: How do you balance conference life with creating ongoing content or tooling?
By building processes that scale, such as encouraging internal talks, producing blog posts and videos, and leveraging feedback loops to decide what to publish or update.

Audience Metrics

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Listeners per Episode
Gender Skew
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Frequently Asked Questions About DataTalks.Club

What is DataTalks.Club about and what kind of topics does it cover?

This show centers on practical data and AI topics, featuring practitioners who share real-world workflows, production-grade tooling, and the day-to-day realities of deploying data-driven systems. Episodes frequently explore end-to-end AI pipelines, MLOps, governance, and the balance between cutting-edge research and reliable, scalable engineering in enterprise contexts. Guests range from hands-on engineers to conference organizers and educators, often discussing career development, community building, and how to communicate technical work to broader teams. The format tends to mix technical depth with actionable takeaways, including project stories, tool comparisons, and strategies for transitioning from traditional analytics to GenAI-enable... more

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How many episodes of DataTalks.Club are there?

DataTalks.Club launched 6 years ago and published 220 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on DataTalks.Club?

Recent guests on DataTalks.Club include:

1. Ivan Bilan
2. Nikita Kozodoi
3. Mariano Semelman
4. Agnieszka Kaminska
5. Alp Öktem
6. Filipa Kashto
7. Tatiana Habruseva
8. Jessica Greene

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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