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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!

PublishesWeeklyEpisodes213Founded5 years ago
Number of ListenersCategory
Technology

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Latest Episodes

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

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
Nasser Qadri
Engineering manager, formerly AI engineer at Google; background in social sciences and politics
Google; Quest Diagnostics; Deloitte; Gallup
Episode: Understanding the AI Engineer Role - Nasser Qadri
Slawomir Tulski
Data engineer with Meta background, now independent consultant
Independent consultant; former Meta data engineer
Episode: Data Engineer Career in 2026: Roles, Specializations, and What Companies Look for - Slawomir Tulski
Revathy Ramalingam
AI engineer at a healthcare startup
Healthcare startup
Episode: How to Become an AI Engineer After a Career Break - Revathy Ramalingam
Aditya Gautam
AI researcher and engineer with experience at Google and Meta; frequent speaker on AI agents and economics of LLMs
DataTalks.Club
Episode: The Future of AI Agents - Aditya Gautam

Host

Alexey
Host and organizer of DataTalks.Club events

Chart Rankings

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

Apple Podcasts
#53
Russia/Technology
Apple Podcasts
#63
Poland/Technology
Apple Podcasts
#129
Saudi Arabia/Technology
Apple Podcasts
#245
Brazil/Technology

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 data, AI, and practical technology: from analytics engineering, data platforms, and model evaluation to real-world deployments of AI and machine learning. Guests typically dive into hands-on topics like data modeling, tooling (DBT, SQL, Python), LLMs, vector search, and building reliable AI systems, often with a focus on how data teams collaborate with product and business stakeholders. Across episodes, there's a strong emphasis on applying data science to industry challenges—finance, healthcare, e-commerce, and pet tech—along with stories about career paths, leadership, and building or implementing data-driven products. A standout pattern is the bridging of theory and practice, with guests ranging from engineers and re... more

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Which podcasts are similar to DataTalks.Club?

These podcasts share a similar audience with DataTalks.Club:

1. The Real Python Podcast
2. Super Data Science: ML & AI Podcast with Jon Krohn
3. Talk Python To Me
4. Naval
5. The AI Daily Brief: Artificial Intelligence News and Analysis

How many episodes of DataTalks.Club are there?

DataTalks.Club launched 5 years ago and published 213 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. Tatiana Habruseva
2. Jessica Greene
3. Cheuk Ting
4. Irina Saribekova
5. Leonid Kholkine
6. Nasser Qadri
7. Slawomir Tulski
8. Revathy Ramalingam

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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