While machine learning has a rich history dating back to 1959, the field is evolving at an unprecedented rate. In a recent article, I discussed why the broader artificial intelligence field is…
Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am creating a repository on Github(cheatsheets-ai) with cheat…
In the previous post on Support Vector Machines (SVM), we looked at the mathematical details of the algorithm. In this post, I will be discussing the practical implementations of SVM for classification as well as regression. I will be using the iris dataset as an example for the classification problem, and a randomly generated data as an example for the regression problem.
It can be fun to watch a bartender carefully adding a litany of ingredients to a mixing glass: layers of different spirits, unusual liqueurs, custom tinctures, bizarre bitters. At home, though, most of us want a drink we can assemble with what we've got on hand; nothing that takes an overnight infusion or 12 different bottles. Here are 35 cocktail recipes that only require three ingredients or fewer.
What is modeling instruction? Instead of relying on lectures and textbooks, the Modeling Instruction program emphasizes active student construction of conceptual and mathematical models in an interactive learning community. Students are engaged with simple scenarios to learn to model the physical world. Find a Modeling Workshop in your area this summer! Modeling Instruction in the…
Powers of Ten takes us on an adventure in magnitudes. Starting at a picnic by the lakeside in Chicago, this famous film transports us to the outer edges of t...
Reading an electrical schematic is an important skill. In this blog post you'll learn common electronic component symbols and how to understand schematics.
What are Convolutional Neural Networks and why are they important? Convolutional Neural Networks (ConvNets or CNNs) are a category of Neural Networks that have proven very effective in areas such as image recognition and classification. ConvNets have been successful in identifying faces, objects and traffic signs apart from powering vision in robots and self driving cars. Figure 1:…
The CS Education Library project at Stanford is an online library which collects and organizes computer science education materials, and gives them away for free.
How can I use continuous sequence values with... Learn more about hmmestimate, hidden, markov, model, hmm, continuous, emission, emit, state, states Statistics and Machine Learning Toolbox
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