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Programming

Software development: programming languages, coding, libraries and frameworks, software engineering and architecture, source control, developer tools, databases, and infrastructure.

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  1. Mean Variance Portfolio Optimization with R and Quadratic Programming wdiam.com

    site topic programming link ↗

  2. How do decision tree learning algorithms deal with missing values? stats.stackexchange.com

    site topic programming link ↗

  3. Comparison of complexity or performance stackoverflow.com

    site topic programming link ↗

  4. Simple Implementation stackoverflow.com

    site topic programming link ↗

  5. Genetic Algorithms vs Artificial Neural Networks stackoverflow.com

    site topic aitopic programming link ↗

  6. 41 Essential Machine Learning Interview Questions (with answers) springboard.com

    site topic aitopic programmingtopic mathtopic books & writing link ↗

  7. Genetic Alogorithms vs Genetic Programming (Quora) quora.com

    , StackOverflow

    site topic programming link ↗

  8. What are the advantages of different classification algorithms? quora.com

    site topic programming link ↗

  9. Machine Learning algorithms that you should always have a strong understanding of quora.com

    site topic aitopic programmingtopic math link ↗

  10. Optimization Algorithms in Support Vector Machines pages.cs.wisc.edu

    site topic programming link ↗

  11. Optimization Algorithms in Machine Learning pages.cs.wisc.edu

    , Video Lecture

    site topic aitopic programming link ↗

  12. Simple Implementation of Genetic Algorithms in Python (Part 1) outlace.com

    , Part 2

    site topic programming link ↗

  13. Word Vectors Kaggle Tutorial Python kaggle.com

    , Part 2

    site topic programming link ↗

  14. Thorough Explanation and different algorithms ise.bgu.ac.il

    site topic programmingtopic math link ↗

  15. Algorithms for Sparse Optimization and Machine Learning ima.umn.edu

    site topic aitopic programmingtopic math link ↗

  16. Curated List of Machine Learning Resources hackr.io

    site topic aitopic programmingtopic books & writing link ↗

  17. GitHub Project github.com

    site topic programming link ↗

  18. Genetic Programming en.wikipedia.org

    site topic programming link ↗

  19. Genetic Algorithms Wikipedia Page en.wikipedia.org

    site topic programming link ↗

  20. Computer Age Statistical Inference: Algorithms, Evidence, and Data Science web.stanford.edu

    site topic programmingtopic sciencetopic math link ↗

  21. Practical XGBoost in Python online course (free) education.parrotprediction.teachable.com

    site topic programming link ↗

  22. Artificial Intelligence Made Easy with H2O.ai: A Comprehensive Guide to Modeling with H2O.ai and AutoML in Python towardsdatascience.com

    site topic aitopic programming link ↗

  23. Data Scientists in Software Teams: State of the Art and Challenges web.cs.ucla.edu

    🎓

    site topic aitopic programming link ↗

  24. Software development best practices in a deep learning environment towardsdatascience.com

    site topic aitopic programming link ↗

  25. AI Engineering: 11 Foundational Practices resources.sei.cmu.edu

    ⭐

    site topic aitopic programming link ↗

  26. Deep Learning Software List deeplearning.net

    site topic aitopic programming link ↗

  27. Software Engineering for Machine Learning: A Case Study microsoft.com

    🎓⭐

    site topic aitopic programming link ↗

  28. Continuous Delivery for Machine Learning martinfowler.com

    ⭐

    site topic aitopic programming link ↗

  29. Comparison Supervised Learning Algorithms dataschool.io

    site topic programming link ↗

  30. Pitfalls and Best Practices in Algorithm Configuration jair.org

    🎓

    site topic aitopic programming link ↗

  31. Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm ieeexplore.ieee.org

    site topic aitopic programming link ↗

  32. Machine Learning Interviews github.com

    site topic aitopic programming link ↗

  33. Understanding Software-2.0 dl.acm.org

    🎓

    site topic programming link ↗

  34. Principled Machine Learning: Practices and Tools for Efficient Collaboration dev.to

    site topic aitopic programming link ↗

  35. Machine Learning Testing: Survey, Landscapes and Horizons arxiv.org

    🎓

    site topic aitopic programmingtopic sciencetopic mathtopic books & writing link ↗

  36. An Open Source AutoML Benchmark automl.org

    site topic aitopic programming link ↗

  37. Preliminary Systematic Literature Review of Machine Learning System Development Process arxiv.org

    🎓

    site topic aitopic programmingtopic mathtopic books & writing link ↗

  38. Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial… arxiv.org

    site topic aitopic programmingtopic science link ↗

  39. Aim aimstack.io

    Aim is an open source experiment tracking tool.

    site topic programming link ↗

  40. Using the Python scikit-learn machine learning library in Ruby using PyCall practicalai.io

    [code]

    site topic aitopic programming link ↗

  41. machine_learning_workbench github.com

    Framework including pure-Ruby implementations of Natural Evolution Strategy algorithms (black-box optimization), specifically Exponential NES (XNES), Separable NES (sNES), Block-Diagonal NES (BDNES) and more. Applications include neural network search/training (neuroevolution).

    site topic aitopic programmingtopic sciencetopic business link ↗

  42. machine_learning_workbench github.com

    Framework including pure-Ruby implementation of both feed-forward and recurrent neural networks (fully connected). Training available using neuroevolution (Natural Evolution Strategies algorithms).

    site topic aitopic programmingtopic science link ↗

  43. Optimization Algorithms for Data Analysis birs.ca

    site topic programmingtopic math link ↗

  44. Alex Minnaar's Blog alexminnaar.com

    A blog about Machine Learning and Software Engineering

    site topic aitopic programmingtopic music link ↗

  45. Genetic Algorithms Explained in Plain English ai-junkie.com

    site topic aitopic programming link ↗

  46. Data Science with Genetic Algorithms youtube.com

    video · 1 h 34 min · Derek Kane topic programmingtopic science link ↗

  47. Introduction to Deep Learning with Python youtube.com

    video · 53 min · Indico Data topic aitopic programming link ↗

  48. Advances in Genetic Programming, Vol. 3 www0.cs.ucl.ac.uk

    Free Download

    site topic aitopic programming link ↗

  49. Programming with Julia udemy.com

    site topic programming link ↗

  50. Programmieren für Germanist*innen twillo.de

    course material: programming in python in German for digital humanities - funded by the federal state of North Rhine-Westphalia

    site topic programming link ↗
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