Starbooked

Linear Digressions, hosted by Katie Malone, explores machine learning and data science, with recent episodes covering AI evaluation, interpretability and agents. The show has 327 episodes and releases roughly weekly, with typical episodes running about 30 minutes. Estimated downloads are 2,000 to 8,000 per episode, implying a rate of $40 to $200 per episode for a host-read mid-roll.

Why brands sponsor Linear Digressions

Engaged machine learning audience with a consistently strong 4.8 rating

  • 363 Apple ratings with a 4.8 average signal a loyal, engaged listener base.
  • Weekly episodes of about 30 minutes over more than ten years give repeated exposure.
  • Technical content on AI and data science suits developer tools, data platforms and training.
Best fordeveloper toolsdata platforms and cloud servicestechnical training and courses
Watch forAudience is niche and technical, so broad consumer products may see weak fit.

Brand fit report

Content

Topics, IAB taxonomy
Technology & Computing85%
Science15%
Formats
interview, solo monologue, narrative explainer
Tone
educational, analytical
Language
English
Production
Clean, edited audio
Typical length
25 to 40 minutes

Audience

Commercial intent15/100
Comments asking for links, prices or where to buy
Sentiment85/100
Estimated from titles, descriptions and engagement
Est. downloads per episode2k–8k
Estimated, confidence 60%: 363 Apple ratings (band 2,000 to 8,000 per episode), 327 episodes, weekly cadence, established show over ten years old, Podcast Index popularity 9 and a 4.8 average rating.
Audience asks aboutHow do large language models work and fail?How are AI systems evaluated and benchmarked?What do AI agents mean for business and data work?
Age
15%18-24
40%25-34
28%35-44
17%45+
Gender
30%women
70%men
Countries
🇺🇸 United States40%
🇬🇧 United Kingdom10%
🇮🇳 India8%
🇨🇦 Canada7%
LanguagesEnglish 100%

Commercial

0%of the last 20 episodes had a sponsor
None seenno sponsor mentions in the last 20 episodes
Brands seen
None yet
Categories promoted
None yet
Affiliate links
No

No sponsor mentions found in the feed

Suitability GARM Brand Safety Floor + Suitability

Profanitylow
Adultlow
Drugslow
Violencelow
Politicslow

Family friendly
Explicit flag is 0 and recent titles cover AI benchmarks, interpretability and business interviews with no sensitive content flagged.

We classify content, never people. No age, gender, ethnicity, religion or political views are inferred about the creator. Audience figures are estimates unless marked verified. Creators can correct anything on their profile.

Where to listen

Benchmark score: 85 / 100

Public rule, same for everyone. How it works.

Consistency Latest episode within the usual cadence50 / 50
Activity Episodes in the last 90 days, weekly is full marks28 / 30
Reach Estimated downloads per episode, 20k is full marks5 / 20

Recent episodes

Last six episodes from the show's feed, latest 7 days ago, a new one about every 7 days.

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago. 896520
Linear Digressions's own show description from the podcast feed

Do you make Linear Digressions? Claim or remove this page.

About Linear Digressions

Linear Digressions is a podcast hosted by Katie Malone that covers machine learning and data science, with recent episodes on AI evaluation, interpretability, agents and business applications. According to the show's RSS feed, it has released 327 episodes with a roughly weekly cadence, and typical episodes run about 25 to 40 minutes.

The show's website lists Katie Malone as host and offers a contact page. Apple Podcasts shows 363 ratings with an average of 4.8 out of 5, which suggests an engaged niche audience. Listener figures are estimates: roughly 2,000 to 8,000 downloads per episode, skewing toward technical professionals in the United States and other English-speaking markets.

The feed shows no sponsors or sponsor mentions. Estimated rates are about $40 to $200 per host-read mid-roll episode. The show suits developer tools, data platforms and technical training brands seeking an informed audience.

Written from the show's public RSS feed, its Podcast Index listing and episode titles. Numbers updated 2026-10-19. Linear Digressions can edit or remove this page at any time.

Questions about Linear Digressions

How much does Linear Digressions charge for a podcast sponsorship?

Estimated rates are about $40 to $200 per host-read mid-roll, based on an estimated 2,000 to 8,000 downloads per episode. Exact pricing is set by the show and the sponsor's terms.

What is Linear Digressions about?

Linear Digressions is a podcast about machine learning and data science, hosted by Katie Malone. Recent episodes cover AI evaluation, interpretability, agents and interviews with researchers.

How do I contact Linear Digressions about sponsoring an episode?

The show's contact email unlocks on Starbooked for $0.80, and boosted shows can be booked through Starbooked.

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