Smitha Kolan - Machine Learning Engineer - what's actually working, and what isn't

Most stats sites hand you a subscriber count and an earnings guess. Neither answers the question that matters: which titles win on this channel, which flop, and what a creator should copy. Here is that read, from its 80 long-form uploads. One of the education YouTube channels we track. Visit Smitha Kolan - Machine Learning Engineer on YouTube →

Smitha Kolan - Machine Learning Engineer's YouTube stats: views and performance

This channel runs on hits: its top 10% of videos pull 57% of all views and its biggest is 70.3× the median, so the median upload (10K views) is the floor and the big numbers are the exception.

What is Smitha Kolan - Machine Learning Engineer's most popular video?

Its biggest hit is "Why You Should NOT Learn Machine Learning!" at 703K views - 70.3× the channel median. The other top performers:

Which titles work best for Smitha Kolan - Machine Learning Engineer - and which flop?

Same channel, same audience. The gap between these two lists is the title doing the work. Its strongest titles:

And the uploads that underperformed for this channel:

Which title patterns actually move the needle

Not a guess - the real view lift of each pattern across 80 uploads: median views with it versus without. This isolates the title from the topic, so you copy what works here and skip what does not - something no other tracker breaks down per channel.

What keywords does Smitha Kolan - Machine Learning Engineer rank on?

Weighted by views, the topics this channel actually pulls traffic on are: linear regression, artificial intelligence, absolute beginner, natural language, language processing. These are the lanes it owns - and the ones a similar channel competes against.

How often does Smitha Kolan - Machine Learning Engineer post, and when?

Smitha Kolan - Machine Learning Engineer publishes about 0.3 videos a week, most often on Thu.

How long are Smitha Kolan - Machine Learning Engineer's videos?

Typical uploads run about 10 minutes. Broken down by length, its 5-10 min videos perform best (11K median views) - the format worth leaning into on this channel.

How does Smitha Kolan - Machine Learning Engineer compare to other education channels?

At 10K median views, Smitha Kolan - Machine Learning Engineer sits below the typical education channel we track (23K) - there is headroom.

What is Smitha Kolan - Machine Learning Engineer's net worth and estimated earnings?

Nobody outside the channel sees the real figure, and ad revenue is only part of it - sponsorships and merch often dwarf it. But from public view counts, Smitha Kolan - Machine Learning Engineer pulls roughly 13K long-form views a month from recent uploads, which at a typical $1-4 RPM works out to an estimated $13-$52 a month in ad revenue (about $155-$619 a year). Treat it as a ballpark, not a payslip - real creator income varies wildly, and this ignores the back catalogue.

What should a channel like Smitha Kolan - Machine Learning Engineer make next?

Copy what already works here, not generic advice: lean on the 5-10 min format, ship on Thu. The median is the bar - the goal of every upload is to clear 10K views.

Smitha Kolan - Machine Learning Engineer stats at a glance

Public YouTube data for Smitha Kolan - Machine Learning Engineer, analyzed by TubeHunter. We show the read, not a guarantee - titles are one lever, not magic.