The Next Frontier in LLM Accuracy | by Mariya Mansurova | Jan, 2025
Accuracy is often critical for LLM applications, especially in cases such as API calling or summarisation of financial reports. Fortunately, ...
Tag: Mariya
Multi AI Agent Systems 101. Automating Routine Tasks in Data Source… | by Mariya Mansurova | Jun, 2024
Initially, when ChatGPT just appeared, we used simple prompts to get answers to our questions. Then, we encountered issues with ...
From Code to Insights: Software Engineering Best Practices for Data Analysts | by Mariya Mansurova | Jun, 2024
The data analyst job combines skills from different domains:We need to have business understanding and domain knowledge to be able ...
Practical Computer Simulations for Product Analysts | by Mariya Mansurova | Apr, 2024
With more iterations, we can see more modes (since more occurrences of the outlier are rarer), but all the confidence ...
Text Embeddings: Comprehensive Guide | by Mariya Mansurova | Feb, 2024
As human beings, we can read and understand texts (at least some of them). Computers in opposite “think in numbers”, ...
Can LLMs Replace Data Analysts? Building An LLM-Powered Analyst | by Mariya Mansurova | Dec, 2023
I think each of us has wondered at least once over the past year if (or rather when) ChatGPT will ...
LMQL — SQL for Language Models. Yet another tool that could help you… | by Mariya Mansurova | Nov, 2023
I’m sure you’ve heard about SQL or even have mastered it. SQL (Structured Query Language) is a declarative language widely ...
Interpreting Random Forests. Comprehensive guide on Random Forest… | by Mariya Mansurova | Oct, 2023
There is a lot of hype about Large Language Models nowadays, but it doesn’t mean that old-school ML approaches now ...
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