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- Mathematics for Machine Learning [pdf] https://mml-book.com/ 24 comments
- MIT D4M: Mathematics of Big Data and Machine Learning [video] https://www.youtube.com/watch?index=1&list=PLUl4u3cNGP62DPmPLrVyYfk3-Try_ftJJ&v=iCAZLl6nq4c 5 comments
- Course: Mathematics for machine learning https://www.coursera.org/specializations/mathematics-machine-learning 10 comments
- Book: Mathematics for Machine Learning https://mml-book.github.io/ 54 comments
- Mathematics of Machine Learning (2016) http://datascience.ibm.com/blog/the-mathematics-of-machine-learning/ 25 comments
- Developing Bug-Free Machine Learning Systems with Formal Mathematics https://arxiv.org/abs/1706.08605 9 comments
- Training AI not to misbehave: A new paper outlines a new technique that translates a fuzzy goal, such as avoiding gender bias, into the precise mathematical criteria that would allow a machine-learning algorithm to train an AI application to avoid that behavior. https://engineering.stanford.edu/magazine/article/new-way-designing-algorithms-avoid-specific-misbehaviors?utm_source=reddit&utm_medium=social&utm_campaign=reddit-tests&utm_content=niceai-reddit 19 comments science
- Mathematics for Machine Learning https://github.com/greyhatguy007/Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera 14 comments learnmachinelearning
- Conversational style books on the mathematics for machine learning https://drive.google.com/file/d/17AlXxYKSH91BAPfBfC3SNXBz5tcZFs5S/view?usp=share_link 5 comments datascience
- What is the difference between a Mathematical Model and Machine Learning? https://www.sciencedirect.com/science/article/pii/S0022519318300183?via%3Dihub= 10 comments learnmachinelearning
- Also frustrated with the lack of mathematical rigour in Machine Learning? I'm working on a rigorous standard curriculum! https://www.youtube.com/channel/UCg5yxN5N4Yup9dP_uN69vEQ 70 comments math
- FreeCodeCamp is building a Data Science Curriculum with Advanced Mathematics and Machine Learning, but it needs your help! https://www.freecodecamp.org/news/building-a-data-science-curriculum-with-advanced-math-and-machine-learning/ 2 comments webdev
- Mathematics of Big Data and Machine Learning course from MIT https://www.youtube.com/playlist?list=PLUl4u3cNGP62uI_DWNdWoIMsgPcLGOx-V 11 comments learnmachinelearning
- Mathematics for Machine learning https://www.unlockinghacks.com/mathematics-for-machine-learning/ 12 comments learnmachinelearning
- Evolving Machine Learning Algorithms From Primitive Mathematical Operations https://arxiv.org/abs/2003.03384 13 comments compsci
- Evolving Machine Learning Algorithms From Primitive Mathematical Operations https://arxiv.org/abs/2003.03384 6 comments math
- Mathematics for Machine Learning Book (Free Download) https://mml-book.github.io/book/mml-book.pdf 3 comments artificial
- Free Courses on Artificial Intelligence, Machine Learning, Data Science, Deep Learning, Mathematics https://www.marktechpost.com/free-resources/ 5 comments artificial
- How do I learn mathematics for machine learning easily!? https://www.quora.com/How-do-I-learn-mathematics-for-machine-learning/answer/Gajanand-3?amp%3Butm_campaign=reddit-2019&%3Butm_medium=social 3 comments artificial
- Why, in machine learning, is the word "tensor" used so much? I don't see how it is related to mathematical tensors. Isn't a tensor (in PyTorch or something) just a multidimensional array? https://www.reddit.com/r/askprogramming/comments/bzrl9g/why_in_machine_learning_is_the_word_tensor_used/ 142 comments math
- Machine Learning for the Mathematically Inept https://tamarisk.it/category/machine-learning/ 20 comments learnmachinelearning
- How Machine Learning Works - Mathematics every where https://www.creospiders.com/2018/12/how-machine-learning-works-part-2.html#20GOX 4 comments learnmachinelearning
- Mathematics for Machine Learning http://gwthomas.github.io/docs/math4ml.pdf 34 comments datascience
- Mathematics for Machine Learning http://gwthomas.github.io/docs/math4ml.pdf 6 comments learnmachinelearning
- Blunt Guide to Mathematically Rigorous Machine Learning https://medium.com/technomancy/the-blunt-guide-to-mathematically-rigorous-machine-learning-c53263d45c7b 14 comments learnmachinelearning
- Do You Know The Mathematics For Machine Learning ? https://www.marktechpost.com/2018/07/30/do-you-know-mathematics-machine-learning/ 4 comments deeplearning
- PSA: Machine Learning and AI are more mathematical subjects rather than programming/software development ones. http://www.ai.mit.edu/courses/6.867-f03/hw/hw1.pdf 124 comments cscareerquestions
- RANIK optimizer: ‘Mathematical Optimization for Machine Learning’ using insights from Physics https://medium.com/@animeshsk3/ranik-optimizer-mathematical-optimization-for-machine-learning-using-insights-from-physics-561e648d4a82 4 comments deeplearning
- The Mathematics of Machine Learning http://datascience.ibm.com/blog/the-mathematics-of-machine-learning/ 24 comments math
- The Mathematics of Machine Learning http://www.datasciencecentral.com/profiles/blogs/the-mathematics-of-machine-learning 3 comments math
- What is the cutting edge in the mathematical formalism and search for key results in the mathematical study of machine learning, neural networks, etc? https://www.reddit.com/r/math/comments/5b1qdf/what_is_the_cutting_edge_in_the_mathematical/ 7 comments math
- Best Mathematics books for Machine Learning for Beginners to Expert level https://codingvidya.com/best-mathematics-books-for-machine-learning/ 2 comments learnmachinelearning
- Where can I study machine learning if I already have a good background in mathematics, linear algebra and probability theory? https://www.google.com/url?cad=rja&cd=1&esrc=s&q=&rct=j&sa=t&source=web&uact=8&url=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmachine-learning&usg=AOvVaw2zgTKaHlTbWua1rRu2TcP9&ved=2ahUKEwij1ZyAk5_fAhUMPFAKHRkSCkoQFjAAegQIAhAC 13 comments learnmachinelearning
- Awesome lecture on MIT OCW: Mathematics of Big Data and Machine Learning https://www.youtube.com/watch?v=0sKPkJME2Jw 18 comments learnmachinelearning
- Mathematics for Machine Learning Specialization - At the end of this specialisation you will have gained the prerequisite mathematical knowledge to continue your journey and take more advanced courses in machine learning. http://www.courserapro.com/specializations/mathematics-machine-learning 15 comments learnmachinelearning
- Anyone taken Mathematics for Machine Learning Specialization by Imperial London College on Coursera? https://www.coursera.org/specializations/mathematics-machine-learning 12 comments learnmachinelearning
- List of Free Artificial Intelligence, Machine Learning, Data Science, Deep Learning, Mathematics, Python Programming Resources https://www.marktechpost.com/free-resources/ 22 comments learnmachinelearning
- Mathematics for Machine Learning Linear Algebra Course From Imperial College London P1 https://youtu.be/EXSvy5OkA78 2 comments deeplearning
- Mathematics for Machine Learning Linear Algebra Course From Imperial College London P1 https://youtu.be/EXSvy5OkA78 8 comments learnmachinelearning