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klotz: towardsdatascience* + machine learning*

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1. 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
2. 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
3. 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
4. Demystifying Matplotlib

   There’s a reason you’re confused

   2023-11-03 Tags: matplotlib, machine learning, statistics, pandas, python, model, towardsdatascience by klotz
5. 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
6. 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
7. Intuitively Understanding Convolutions for Deep Learning

   2020-03-12 Tags: convolution, deep learning, sobel, cnn, medium, towardsdatascience, introduction by klotz
8. SBERT vs. Data2vec on Text Classification | by Jinhang Jiang | May, 2022 | Towards Data Science

   Each time you run the model, the results may vary a little bit. Overall, after 5 tries, I can conclude that SBERT has a bit better performance in terms of best f1 score while Data2vec used way less memory. The average f1 scores for both models are very close.

   2022-05-19 Tags: sbert, data2vec, text, classification, multi-label, nlp, machine learning, towardsdatascience by klotz
9. The Self-Learning Path To Becoming A Data Scientist, AI or ML Engineer | by Jerry Buaba | Jul, 2020 | Towards Data Science

   The Self-Learning Path To Becoming A Data Scientist, AI or ML Engineer

   2020-08-05 Tags: data scientist, data engineering, machine learning, education, towardsdatascience by klotz

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