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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
Search Technologies
AI Engineering
Speech Recognition
Dataops
Scikit-Learn
Vector Databases
Networking
Speech Disorders
Automatic Speech Recognition
Domestic Abuse

DataTalks.Club - the place to talk about data!

PublishesTwice monthlyEpisodes217Founded6 years ago
Number of ListenersCategory
Technology

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Artwork for DataTalks.Club

Latest Episodes

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

In this talk, Mariano, Lead Data Scientist and ML Engineer at OLX, shares his journey building high-impact AI media solutions. We explore the transition from traditional e-commerce models to Generative AI and Agentic tools, focusing on how to take AI... more

YouTube

At Data Makers Fest, a recurring theme was the tension between GenAI hype and production reality. Speakers stressed that classical ML, MLOps, evaluation, data quality, and governance remain essential—especially in regulated sectors like fintech and h... more

In this talk, Tatiana, Staff Software Engineer at LinkedIn, shares her journey from academic physics to becoming a Kaggle Master and winning the Sound Demixing Challenge. We explore how to use machine learning competitions as a strategic tool to buil... more

YouTube

At PyConDE 2026, community leaders, educators, and Python tooling builders explored how Python is evolving in the age of AI — and why human connection, mentorship, and strong fundamentals matter more than ever.

Jessica Greene (Ecosia / PyLadies Berl... more

In this talk, Leonid Kholkine, Head of Research & Development at Their Data and Co-founder of Data Makers Fest, shares his unique journey from leading international student organizations to building one of Europe’s premier data conferences. We explor... more

YouTube

In this talk, Nasser Qadri, AI Engineering Manager at Google, shares his unique career journey—from a PhD in Politics and International Relations to leading high-stakes AI initiatives. We explore the evolution of the AI Engineer role, the critical in... more

YouTube

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Recent Guests

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
Irina Saribekova
Developer Relations Specialist, conference organizer
Various conferences in Europe, Russia, and LATAM
Episode: PyConDE 2026 Conference Interviews
Leonid Kholkine
Co-founder of Data Maker Fest; Head of Research and Development at a data/AI company
DareData
Episode: Starting a Data Conference: The Data Makers Fest Story - Leonid Kholkine

Hosts

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

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Talking Points

Recent interactions between the hosts and their guests.

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.
PyConDE 2026 Conference Interviews
Q: What brings you to the conference as a developer relations person?
To talk to people who use our tools, gather feedback, and share what's new, plus participate in talks and workshops that help spread knowledge about Pyrefly and related ecosystems.
The Future of AI Agents - Aditya Gautam
Q: How important is human in the loop in production, and when should it be introduced?
Human in the loop is essential from pre-deployment through production to establish robust guidelines, create a golden dataset, and continuously monitor edge cases. As production scales, humans should be used to validate model behavior and tune systems, not just for initial setup.
The Future of AI Agents - Aditya Gautam
Q: What are the main challenges enterprises face when adopting AI agents, and how do you see those being addressed?
Key challenges include integration with legacy infrastructure, ensuring reliability and governance, and controlling costs. Solutions include specialized, fine-tuned models for high-volume tasks, strong guardrails and auditing, human-in-the-loop for critical decisions, and robust data lineage to track how data flows through agents.

Audience Metrics

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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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Which podcasts are similar to DataTalks.Club?

These podcasts share a similar audience with DataTalks.Club:

1. Talk Python To Me
2. Practical AI
3. DataFramed
4. Python Bytes
5. The Pragmatic Engineer

How many episodes of DataTalks.Club are there?

DataTalks.Club launched 6 years ago and published 217 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. Mariano Semelman
2. Agnieszka Kaminska
3. Alp Öktem
4. Filipa Kashto
5. Tatiana Habruseva
6. Jessica Greene
7. Cheuk Ting
8. Irina Saribekova

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