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- Machine Learning for Beginners: An Introduction to Neural Networks - victorzhou.com
victorzhou.com/blog/intro-to-neural-networksWe’ll use NumPy, a popular and powerful computing library for Python, to help us do math: Learned about loss functions and the mean squared error (MSE) loss. Experiment with bigger / better neural networks using proper machine learning libraries like Tensor..
- Machine Learning: The High Interest Credit Card of Technical Debt - Google Research
research.google/pubs/pub43146Machine learning offers a fantastically powerful toolkit for building complex systems quickly. Using the framework of technical debt, we note that it is remarkably easy to incur massive ongoing maintenance costs at the system level when applying machine lea..
- Machine Learning Unconference
openai.com/blog/machine-learning-unconferenceWe'd like to try instead hosting an event focused on the most valuable part of any conference: the people. Please join us for our first Machine Learning Unconference, an experimental gathering driven by its participants rather than an organizing committee. ..
- Machine Learning Exercises In Python, Part 1
johnwittenauer.net/machine-learning-exercises-in-python-part-1If you're really interested in machine learning but haven't been exposed to it yet, I encourage you to check out the class (it's completely free and there's no commitment whatsoever). First, we need to insert a column of 1s at the beginning of the data fram..
- Machine Learning 4771
cs.columbia.edu/~jebara/4771/index.htmlMaterial will include least squares methods, Gaussian distributions, linear classification, linear regression, maximum likelihood, exponential family distributions, Bayesian networks, Bayesian inference, mixture models, the EM algorithm, graphical models, h..
- Machine Learning: The Great Stagnation - Breaking the Stagnation
marksaroufim.substack.com/p/machine-learning-the-great-stagnationMachine Learning PhD students are the new Investment Banking analysts, both seek optionality in their career choices but differ in superficial ways like preferring Meditation over Parties and Marijuana & Adderall over Alcohol and Cocaine. There is still sub..
- Pin Dancing: Learning about Machine Learning
pindancing.blogspot.com/2010/01/learning-about-machine-learniing.htmlJan 2010 - I am planning to read sedgewick DS&Algo book to learn about them.how do u recommend approaching the topic DS& algo? I work for a data profiling team in a software company and wanted to move into core areas of algorithms..Does a formal degree is really impor..
- Machine learning is way easier than it looks | Inside Intercom
web.archive.org/web/20131124000959/insideintercom.io/machine-learning-way-easier-than-it-looksNov 2013 - Using this method to find similar posts on this blog to “How The Support Team Improves The Product”, gives us the following top 10: As you can see, posts about running an effective support process have little in common with cohort analysis, or debate around..
- Machine Learning Data
- Machine Learning Attack Series: Image Scaling Attacks * wunderwuzzi blog
embracethered.com/blog/posts/2020/husky-ai-image-rescaling-attacksAttacks: Some of the attacks I want to investigate, learn about, and try out A few weeks ago while preparing demos for my GrayHat 2020 - Red Team Village presentation I ran across “Image Scaling Attacks” in Adversarial Preprocessing: Understanding and Preve..