Interesting picture summarizing several types of techniques used in machine learning, contrasting unsupervised learning with unsupervised learning and reinforcement learning. The difference between supervised and… Read More »Machine Learning with Applications in One Picture
I can’t find anymore where this chart, featuring relations between distributions, was first published. I remember seeing it on the Cloudera blog. Another shorter one… Read More »Statistical Distributions in One Picture
Here are two great resources for machine learning and AI practitioners. Other recent free books can be found here. 1. Free and Open Machine Learning Documentation… Read More »Two New Free Books on Machine Learning
News from Google. Across the web, there are millions of datasets about nearly any subject that interests you. If you’re looking to buy a puppy,… Read More »Finding Millions of Datasets with New Google Search Feature
Interesting application leveraging very big data, as you can zoom in to check out pretty detailed landscape on a few nearby planets and satellites. It… Read More »Traveling to Other Planets with Google Maps
The picture below is from the article Machine Learning and Deep Learning frameworks and libraries for large-scale data mining: a survey, posted here. Authors: Giang Nguyen,… Read More »Machine Learning Technical Landscape
This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and… Read More »40+ Modern Tutorials Covering All Aspects of Machine Learning
The charts below represents the main findings of some recent analysis of 1,000 data scientist LinkedIn profiles, using a web scraper. It was limited to… Read More »What are the Typical Data Scientist Profiles on LinkedIn? Survey Results
Gradient Descent has a problem of getting stuck in Local Minima. The following alternatives are available. The following is a summary of answers suggested on… Read More »Alternatives to the Gradient Descent Algorithm
