New timestamps, updated titles, new descriptions up to s10e03

Author: kavaivaleri

_podcast/no-timestamps/s01e03-building-ds-team.md

@@ -1,21 +1,19 @@
 ---
-title: "How to Find a Mentor and Advance Your Tech Career"
-short: "Mentoring"
-guests: [rahuljain]
-
+title: How to Find a Mentor, Start Paid Mentoring & Grow as a Technical Leader
+short: Mentoring
+guests:
+- rahuljain
 image: images/podcast/s01e05-mentoring.jpg
-
-description: "Learn how to find the right mentor, become an effective mentor yourself, and advance your tech career. Expert advice on overcoming imposter syndrome, cold outreach strategies, and balancing technical work with leadership roles."
-
-keywords: "mentoring, career development, tech mentorship, finding a mentor, becoming a mentor, imposter syndrome, tech leadership, career advice, professional development, data engineering"
-
+description: Discover how to find a mentor, start paid mentoring and grow as a technical
+  leader - cold outreach scripts, pricing, session agendas, boundaries & career growth.
+keywords: mentoring, career development, tech mentorship, finding a mentor, becoming
+  a mentor, imposter syndrome, tech leadership, career advice, professional development,
+  data engineering
 season: 1
 episode: 5
-
 ids:
   youtube: LQvwTNQbPg4
   anchor: Mentoring---Rahul-Jain-eo7cmu
-
 links:
   youtube: https://www.youtube.com/watch?v=LQvwTNQbPg4
   anchor: https://anchor.fm/datatalksclub/episodes/Mentoring---Rahul-Jain-eo7cmu

_podcast/no-timestamps/s01e04-standing-out-as-a-data-scientist.md

@@ -1,21 +1,21 @@
 ---
-title: "The Importance of Writing in a Tech Career"
-short: "The Importance of Writing in a Tech Career"
-guests: [eugeneyan]
-
+title: 'Master Weekly Developer Blogging: Outline-First Writing, Tools & Technical
+  Portfolio Tips'
+short: The Importance of Writing in a Tech Career
+guests:
+- eugeneyan
 image: images/podcast/s02e01-writing.jpg
-
-description: "Learn why technical writing is crucial for career growth in data science and ML. Eugene Yan shares his 7-day writing process, tips for documentation, and how writing helped him transition from psychology to Amazon Applied Scientist."
-
-keywords: "technical writing, data science career, ML engineer writing, documentation skills, technical communication, data science blog, career growth, writing process, Amazon data scientist, Eugene Yan, technical documentation, data science portfolio, ML career advice, technical writing tips, data science writing"
-
+description: Master developer blogging with an outline-first workflow, weekly writing
+  cadence and technical portfolio tips—tools, titles, repo READMEs to get hired.
+keywords: technical writing, data science career, ML engineer writing, documentation
+  skills, technical communication, data science blog, career growth, writing process,
+  Amazon data scientist, Eugene Yan, technical documentation, data science portfolio,
+  ML career advice, technical writing tips, data science writing
 season: 2
 episode: 1
-
 ids:
   youtube: vXWGd7olv3c
   anchor: The-Importance-of-Writing-in-a-Tech-Career---Eugene-Yan-ep17du
-
 links:
   youtube: https://www.youtube.com/watch?v=vXWGd7olv3c
   anchor: https://anchor.fm/datatalksclub/episodes/The-Importance-of-Writing-in-a-Tech-Career---Eugene-Yan-ep17du

_podcast/s01e05-mentoring.md …odcast/no-timestamps/s01e05-mentoring.md_podcast/s01e05-mentoring.md renamed to _podcast/no-timestamps/s01e05-mentoring.md _podcast/s01e05-mentoring.md renamed to _podcast/no-timestamps/s01e05-mentoring.md

@@ -1,20 +1,26 @@
 ---
-title: "Getting Started with Open Source: A Complete Guide with Vincent Warmerdam"
-short: "Getting Started with Open Source"
-description: "Learn how to get started with open source contributions, create successful projects, and advance your career. Vincent Warmerdam shares practical tips on contributing to existing projects, building your own packages, and leveraging open source for professional growth."
-guests: [vincentwarmerdam]
-tags: [open-source, python, data-science, career-development, contributing, scikit-learn, machine-learning]
-category: "Data Science Career"
-
+title: 'Contribute to Open Source ML: scikit-learn Pipelines, PRs, Docs & Rasa Conversational
+  AI'
+short: Getting Started with Open Source
+description: 'Learn open source contribution tactics for scikit-learn pipelines and
+  Rasa: make solid PRs, write docs & tests, boost your OSS skills and career visibility.'
+guests:
+- vincentwarmerdam
+tags:
+- open-source
+- python
+- data-science
+- career-development
+- contributing
+- scikit-learn
+- machine-learning
+category: Data Science Career
 image: images/podcast/s02e03-open-source.jpg
-
 season: 2
 episode: 3
-
 ids:
   youtube: IxV9EH-tphQ
   anchor: Getting-Started-with-Open-Source---Vincent-Warmerdam-epk60j
-
 links:
   youtube: https://www.youtube.com/watch?v=IxV9EH-tphQ
   anchor: https://anchor.fm/datatalksclub/episodes/Getting-Started-with-Open-Source---Vincent-Warmerdam-epk60j