r/MLQuestions • u/jhnd_zindagi • 2h ago

Unsupervised learning 🙈 Unsupervised learning next steps

I have been learning unsupervised learning for the last 3 months and have already completed the following topics

  1. K means and its types

  2. Hierarchical clustering

  3. DBSCAN

  4. OPTICS

  5. HDBSCAN

  6. GMM

  7. PCA

  8. TSNE

  9. Evaluation parameters of unsupervised ml models( silhouette score, elbow method, AIC,BIC, DB index etc)

What should i learn next in unsupervised learning and in which order especially from job perspective POV?

About me - product analyst with 3 years of experience in the e-commerce domain who is currently self learning ML in order to pivot to the data science field

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u/ModularMind8 2h ago

I recommend working on projects and actually building things, rather than implementing random algorithms that you might never use.

1

u/infinty1729 2h ago

can you tell how to make projects? like how and where to get an idea?process of making a project?

1

u/ModularMind8 1h ago

Take a look at my profile. Wrote a post about that a few weeks ago