Concepts

From Words to Concepts: How Large Concept Models Are Redefining Language Understanding and Generation

In recent times, large language models (LLMs) have made significant progress in generating human-like text, translating languages, and answering complex queries. Nevertheless, despite their impressive capabilities, LLMs primarily operate by predicting the subsequent word...

The Concepts Data Professionals Should Know in 2025: Part 1

From Data Lakehouses to Event-Driven Architecture — Master 12 data concepts and switch them into easy projects to remain ahead in IT.Once I scroll through YouTube or LinkedIn and see topics like RAG, Agents or Quantum...

AI-Proof Your Data Science Skill Set by Embracing 4 Timeless Concepts

And stay competitive in a saturated job marketWith AI productivity tools like Microsoft Copilot, ChatGPT, and lots of others emerging, some technology professionals have drawn concerns around their skill sets becoming obsolete. Since AI...

Find out how to Convert Any Text Right into a Graph of Concepts

In case you were to ask GPT, find out how to create a graph of information from a given text? it could suggest a process just like the following.Extract concepts and entities from the...

A Primer on Foundational Concepts You Must Start Running Statistical Tests

Quantitative study design, significance testing, and different classes of statistical tests.I got here to write down this text through what was a predictable yet still unexpected set of events. I recently finished a course...

The Data-centric AI Concepts in Segment Anything

Unpacking the data-centric AI concepts utilized in Segment Anything, the primary foundation model for image segmentationThe model design is surprisingly easy. The model mainly consists of three parts: This part is used to acquire...

Applying LLMs to Enterprise Data: Concepts, Concerns, and Hot-Takes 4 Concepts Three Concerns Two Hot-Takes Footnotes

Ask GPT-4 to prove there are infinite prime numbers — while rhyming — and it delivers. But ask it how your team performed vs plan last quarter, and it can fail miserably. This illustrates...

GitHub for The Modern Data Scientist: 7 Concepts You Can’t .gitignore

2. Clone it or fork it?When someone looks at a distant repository, there are 4 things that will occur. The likeliest plan of action (case 0) is that they ignore it or give it...

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