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1. An Introduction to OpenAI Function Calling | by David Hundley | Jul, 2023 | Towards Data Science

   2023-07-25 Tags: openai, function, david hundley, towardsdatascience, llm by klotz
2. Beginner’s Guide to the GPT-3 Model | by Jin Cui | Towards Data Science

   2022-06-08 Tags: gpt-3, machine learning, nlp, text, api, towardsdatascience by klotz
3. Causal Inference: What, Why, and How | by Zijing Zhu | Nov, 2020 | Towards Data Science

   2020-11-25 Tags: machine learning, causality, causal inference, towardsdatascience by klotz
4. Crafting Effective Prompts for Summarization Using Large Language Models

   Distilling key points after >2 years of experience and from AI developers’ own tutorials, hands-on and with examples.

   2023-11-03 Tags: llm, prompt engineering, summarization, towardsdatascience by klotz
5. DBSCAN Clustering: Break It Down For Me | by Shreya Rao | Nov, 2022 | Towards Data Science

   2022-12-22 Tags: machine learning, dbscan, medium, towardsdatascience, clustering, algorithms by klotz
6. Demystifying Matplotlib

   There’s a reason you’re confused

   2023-11-03 Tags: matplotlib, machine learning, statistics, pandas, python, model, towardsdatascience by klotz
7. Enrich your Jupyter Notebook with these tips | by Zolzaya Luvsandorj | Nov, 2021 | Towards Data Science

   $$logloss(theta) = - {1 over m} sum_{i=1}^m (y_i ln(hat p(y_i=1)) + (1-y_i) ln(1-hat p(y_i=1)))$$

   2021-12-01 Tags: jupyter, markdown, latex, visualization, math, formatting, machine learning, data science, documentation, towardsdatascience, medium by klotz
8. How to Generate Instruction Datasets from Any Documents for LLM Fine-Tuning

   Generate instruction datasets for fine-tuning Large Language Models (LLMs) using lightweight libraries and documents.

   2024-04-04 Tags: llm, fine-tuning, instruction datasets, towardsdatascience by klotz
9. How to get job referrals as a shy data scientist? | by Ian Xiao | Sep, 2020 | Towards Data Science

   2020-09-23 Tags: towardsdatascience, jobs by klotz
10. Hybrid Rule-Based Machine Learning With scikit-learn | by Lukas Haas | Jul, 2020 | Towards Data Science

    2020-08-04 Tags: rules, machine learning, scikit-learn, towardsdatascience by klotz

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