Browsing: Pipelines

Using traditional, lightweight machine learning classifiers on text frequently requires condensing lengthy, often noisy raw text into clean signals to succeed. Therefore, it wouldn’t be crazy to think of using a large language model (LLM) for text summarization as a preprocessing stage before feeding cleaner texts to the downstream classification model. What if we could…

One of my favorite things about DataTalks.Club Zoomcamps is that they are completely free and community-driven. Different Zoomcamp cohorts run throughout the year, covering areas such as data engineering, machine learning, MLOps, LLMs, and AI development. When a cohort is active, you can learn alongside other participants, follow deadlines, complete homework and projects, and participate…