DataTalks.Club

By DataTalks.Club

DataTalks.Club - the place to talk about data!... more

· Technology

5

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FAQs about DataTalks.Club:

How many episodes does DataTalks.Club have?

The podcast currently has 185 episodes available.

DataTalks.Club episodes:

July 06, 2024 Berlin Buzzwords 2024
We stream the podcasts on YouTube, where each session is also recorded and published on our channel, complete with timestamps, a transcript, and important links.
You can access all the podcast episodes here - https://datatalks.club/podcast.html
📚Check our free online courses
ML Engineering course - http://mlzoomcamp.com
Data Engineering course - https://github.com/DataTalksClub/data-engineering-zoomcamp
MLOps course - https://github.com/DataTalksClub/mlops-zoomcamp
Analytics in Stock Markets - https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp
LLM course - https://github.com/DataTalksClub/llm-zoomcamp
Read about all our courses in one place - https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html
👋🏼 GET IN TOUCH
If you want to support our community, use this link - https://github.com/sponsors/alexeygrigorev
If you’re a company, support us at [email protected]
...more
38min
May 10, 2024Community Building and Teaching in AI & Tech - Erum Afzal
We talked about:
Erum's Background

Omdena Academy and Erum’s Role There

Omdena’s Community and Projects

Course Development and Structure at Omdena Academy

Student and Instructor Engagement

Engagement and Motivation

The Role of Teaching in Community Building

The Importance of Communities for Career Building

Advice for Aspiring Instructors and Freelancers

DS and ML Talent Market Saturation

Resources for Learning AI and Community Building

Erum’s Resource Recommendations

Links:
LinkedIn: https://www.linkedin.com/in/erum-afzal-64827b24/

Twitter: https://twitter.com/Erum55449739
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
51min
May 03, 2024Working in Open Source - Probabl.ai and sklearn - Vincent Warmerdam
We talked about:
Vincent’s Background

SciKit Learn’s History and Company Formation

Maintaining and Transitioning Open Source Projects

Teaching and Learning Through Open Source

Role of Developer Relations and Content Creation

Teaching Through Calm Code and The Importance of Content Creation

Current Projects and Future Plans for Calm Code

Data Processing Tricks and The Importance of Innovation

Learning the Fundamentals and Changing the Way You See a Problem

Dev Rel and Core Dev in One

Why :probabl. Needs a Dev Rel

Exploration of Skrub and Advanced Data Processing

Personal Insights on SciKit Learn and Industry Trends

Vincent’s Upcoming Projects

Links:
probabl. YouTube channel: https://www.youtube.com/@UCIat2Cdg661wF5DQDWTQAmg

Calmcode website: https://calmcode.io/

probabl. website: https://probabl.ai/

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
53min
April 26, 2024AI for Ecology, Biodiversity, and Conservation - Tanya Berger-Wolf
Links:
Biodiversity and Artificial Intelligence pdf: https://www.gpai.ai/projects/responsible-ai/environment/biodiversity-and-AI-opportunities-recommendations-for-action.pdf

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
52min
April 19, 2024AI for Ecology, Biodiversity, and Conservation - Tanya Berger-Wolf
Links:
Biodiversity and Artificial Intelligence pdf: https://www.gpai.ai/projects/responsible-ai/environment/biodiversity-and-AI-opportunities-recommendations-for-action.pdf

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
52min
April 05, 2024Knowledge Graphs and LLMs Across Academia and Industry - Anahita Pakiman
We talked about:
Anahita's Background

Mechanical Engineering and Applied Mechanics

Finite Element Analysis vs. Machine Learning

Optimization and Semantic Reporting

Application of Knowledge Graphs in Research

Graphs vs Tabular Data

Computational graphs

Graph Data Science and Graph Machine Learning

Combining Knowledge Graphs and Large Language Models (LLMs)

Practical Applications and Projects

Challenges and Learnings

Anahita’s Recommendations

Links:
GitHub repo: https://github.com/antahiap/ADPT-LRN-PHYS/tree/main
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
54min
March 29, 2024Inclusive Data Leadership Coaching - Tereza Iofciu
We talked about:
Tereza’s background

Switching from an Individual Contributor to Lead

Python Pizza and the pizza management metaphor

Learning to figure things out on your own and how to receive feedback

Tereza as a leadership coach

Podcasts

Tereza’s coaching framework (selling yourself vs bragging)

The importance of retrospectives

The importance of communication and active listening

Convincing people you don’t have power over

Building relationships and empathy

Inclusive leadership

Links:
LinkedIn: https://www.linkedin.com/in/tereza-iofciu/

Twitter: https://twitter.com/terezaif

Github: https://github.com/terezaif

Website: https:// terezaiofciu.com

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
49min
March 22, 2024Building Production Search Systems - Daniel Svonava
Links:
VectorHub: https://superlinked.com/vectorhub/?utm_source=community&utm_medium=podcast&utm_campaign=datatalks

Daniel's LinkedIn: https://www.linkedin.com/in/svonava/

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
This podcast is sponsored by VectorHub, a free open-source learning community for all things vector embeddings and information retrieval systems.
...more
59min
March 16, 2024Building Machine Learning Products - Reem Mahmoud
We talked about:
Reem’s background

Context-aware sensing and transfer learning

Shifting focus from PhD to industry

Reem’s experience with startups and dealing with prejudices towards PhDs

AI interviewing solution

How candidates react to getting interviewed by an AI avatar

End-to-end overview of a machine learning project

The pitfalls of using LLMs in your process

Mitigating biases

Addressing specific requirements for specific roles

Reem’s resource recommendations

Links:
LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/

Website: https://topmate.io/reem_mahmoud

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
57min
February 23, 2024Make an Impact Through Volunteering Open Source Work - Sara EL-ATEIF
We talked about:
Sara’s background

On being a Google PhD fellow

Sara’s volunteer work

Finding AI volunteer work

Sara’s Fruit Punch challenge

How to take part in AI challenges

AI Wonder Girls

Hackathons

Things people often miss in AI projects and hackathons

Getting creative

Fostering your social media

Tips on applying for volunteer projects

Why it’s worth doing volunteer projects

Opportunities for data engineers and students

Sara’s newsletter suggestions

Links:
Dev and AI hackathons: https://devpost.com/

Healthcare-focused challenges: https://grand-challenge.org/challenges/

Volunteering in projects (AI4Good): https://www.fruitpunch.ai/

Volunteering in projects (AI4Good) 2: https://www.omdena.com/

Twitter: https://twitter.com/el_ateifSara

Instagram: https://www.instagram.com/saraelateif/

LinkedIn: https://www.linkedin.com/in/sara-el-ateif/

Youtube: www.youtube.com/@elateifsara

Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
...more
56min

FAQs about DataTalks.Club:

How many episodes does DataTalks.Club have?

The podcast currently has 185 episodes available.

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