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DataTalks.Club

DataTalks.Club
Machine Learning
Data Science
Search Technologies
Vector Databases
Natural Language Processing
Networking
Freelancing
Artificial Intelligence
Retrieval-Augmented Generation
Transfer Learning
Women In Tech
Informational Interviews
Behavioral Interviews
Soft Skills Assessment
Entrepreneurship
Statistics
Interpretable Machine Learning
Digital Health
Content Management Systems
Bayesian Modeling

DataTalks.Club - the place to talk about data!

PublishesWeeklyEpisodes196Founded5 years ago
Number of ListenersCategory
Technology

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Latest Episodes

In this episode, we talked with Aishwarya Jadhav, a machine learning engineer whose career has spanned Morgan Stanley, Tesla, and now Waymo. Aishwarya shares her journey from big data in finance to applied AI in self-driving, gesture understanding, a... more

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In this episode, we talked with Ranjitha Kulkarni, a machine learning engineer with a rich career spanning Microsoft, Dropbox, and now NeuBird AI. Ranjitha shares her journey into ML and NLP, her work building recommendation systems, early AI agents,... more

YouTube

In this episode, we talked with Abouzar Abbaspour, a data engineer whose career spans software engineering in Iran, building crowd and recommendation systems at a Dutch theme park, deploying large-scale ML models at Bol.com, and now working at Tesla.... more

YouTube

In this episode, we chat with Dashel Ruiz, whose journey spans semiconductors, machine learning, and teaching. Dashel shares how he transitioned from hardware to data science, navigated complex projects in diverse industries, and now combines technic... more

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Recent Guests

Ranjitha Kulkarni
Staff ML Engineer at NeuBird.AI with experience in building LLM and agent-powered products.
NeuBird.AI
Episode: Building reliable AI products in the era of Gen AI and Agents - Ranjitha Kulkarni
Igor Yin
Student studying data science at Leuphana University, working on knowledge graphs and machine learning operations.
ProKube
Episode: Berlin PyData 2025 Conference Interviews
Selim Nowicki
Data professional and startup founder with over a decade of experience in various data roles.
Distill Labs
Episode: Berlin PyData 2025 Conference Interviews
Yashasvi Misra
Data engineer passionate about building inclusive spaces in tech; focusing on explainable AI in his talks.
Pure Storage
Episode: Berlin PyData 2025 Conference Interviews
Mehdi Ouazza
Data engineer and developer advocate at MotherDuck, also known for his YouTube channel on data engineering.
MotherDuck
Episode: Berlin PyData 2025 Conference Interviews
Daniel Egbo
Astrophysicist, turned machine learning engineer and AI ambassador.
University of Cape Town
Episode: From Astronomy to Applied ML - Daniel Egbo
Kacper Łukawski
Senior Developer Advocate at Qdrant
Qdrant
Episode: Berlin Buzzwords 2025 Conference Interviews
Manish Gill
Engineering Manager at ClickHouse, an open-source OLAP database
ClickHouse
Episode: Berlin Buzzwords 2025 Conference Interviews
Brian Goldin
Founder and CEO of Voyager Search
Voyager Search
Episode: Berlin Buzzwords 2025 Conference Interviews

Hosts

Alexey
Host and moderator, leading conversations on data technologies and engineering practices.
Alexei
Host with a focus on facilitating engaging discussions in data engineering.

Chart Rankings

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

Apple Podcasts
#92
Singapore/Technology
Apple Podcasts
#218
South Korea/Technology
Apple Podcasts
#229
United Arab Emirates/Technology

Talking Points

Recent interactions between the hosts and their guests.

Building reliable AI products in the era of Gen AI and Agents - Ranjitha Kulkarni
Q: What is context engineering and how is it different from prompt engineering?
Context engineering redefines how we approach information fed to LLMs while prompt engineering focuses more on instruction formatting.
Building reliable AI products in the era of Gen AI and Agents - Ranjitha Kulkarni
Q: How do you implement planning in an agent system?
Planning can arise from prompts given to the agent, which dictate how tasks should be approached and executed.
Building reliable AI products in the era of Gen AI and Agents - Ranjitha Kulkarni
Q: Can you define what an agent is in your opinion?
An agent is software that autonomously completes tasks using LLMs and tools, performing actions as directed by a user or system goals.
Lessons from Applied AI: Tesla, Waymo, and Beyond - Aishwarya Jadhav
Q: What advice would you give to someone wanting to enter the field of self-driving technology?
Aishwarya emphasized the importance of mastering deep learning fundamentals and pursuing related projects to make a resume stand out and succeed in the industry.
Lessons from Applied AI: Tesla, Waymo, and Beyond - Aishwarya Jadhav
Q: Can you tell us more about the AI Guide Dog app? How does it work?
Aishwarya explained that the AI Guide Dog app provides live audio instructions for navigating the world, assisting those without vision to effectively move through their environment.

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?

The content focuses on the evolving landscape of data technologies and engineering practices, featuring discussions about data's intersection with fields like machine learning, AI, and more traditional areas such as healthcare and e-commerce. Key topics frequently covered include advancements in search technologies, career transitions within data fields, and the importance of a data-driven strategy in modern businesses. Notable insights often emerge from guests who share their journeys and challenges faced in the data space, providing practical advice for listeners looking to excel in data-related careers or projects. This podcast stands out for its blend of technical depth and real-world applicability, making it particularly appealing to b... more

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Which podcasts are similar to DataTalks.Club?

These podcasts share a similar audience with DataTalks.Club:

1. Data Engineering Podcast
2. DataFramed
3. Practical AI
4. Talk Python To Me
5. Dwarkesh Podcast

How many episodes of DataTalks.Club are there?

DataTalks.Club launched 5 years ago and published 196 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. Ranjitha Kulkarni
2. Igor Yin
3. Selim Nowicki
4. Yashasvi Misra
5. Mehdi Ouazza
6. Daniel Egbo
7. Kacper Łukawski
8. Manish Gill

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