When Karpathy was asked by Lex Fridman “What is the most beautiful or surprising idea in deep learning or AI”, ...
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In the heart of the implementation of modern deep learning models (yes, including LLMs) always lies some subtle and critical ...
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Welcome to the second episode of the Deep Learning Gymnastics series. Hope you're in good shape. Get warmed up. We ...
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Welcome to the 3rd episode of the Deep Learning Gymnastics series. By now you should already start to be in ...
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Welcome to the 4th episode of our Deep Learning Gymnastics series. Today, we’ll use all the skills learned in our ...
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Learn the fundamental theory behind logistic regression ...
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Want to know how to implement Stochastic Gradient Descent for Logistic regression able to learn millions of parameters using the hashing ...
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In this third and last post of this series, we present the use of a very effective and powerful library ...
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When Karpathy was asked by Lex Fridman “What is the most beautiful or surprising idea in deep learning or AI”, ...
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Welcome to the 4th episode of our Deep Learning Gymnastics series. Today, we’ll use all the skills learned in our ...
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Welcome to the 3rd episode of the Deep Learning Gymnastics series. By now you should already start to be in ...
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[Full code on my github here . To see it from mobile, once you land on github, click on "Desktop Version" ...
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Kaggle offered this year a knowledge competition called "Titanic: Machine Learning from Disaster" exposing a popular "toy-yet-interesting" data set around the ...
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You have a collection of text documents, and you want to build their TF-IDF weight vectors, probably before doing some clustering ...
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Lately I wrote a post on how to build a relevant real time search engine prototype in few hundreds lines ...
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Welcome to the fourth issue of the Hadoop Tutorial Series. Combiners are another important Hadoop's feature that every hadoop developer ...
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Note: This post has been updated with a code working for hadoop 0.20.1. In this 3rd issue of the hadoop ...
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By the end of the post you'll find the code along with a small command line JAVA program to play ...
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In the Issue #1 of this series, we set up the "learning playground" (based on the Cloudera Virtual Machine) in ...
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Update: Instructions updated for hadoop 0.20.2. This is the first post of a series of small hadoop tutorials introducing progressively ...
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I recently had to build quickly a prototype of recommendation engine for a promising start-up company. I wanted to first ...
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If you need to parse the tokens n-grams of a string, you may use the facilities offered by lucene analyzers ...
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There are many tools out there to build more or less quickly any kind of graphs. Depending on your needs ...
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I have tested a lot of those open source profiler. My preference goes definitely to the integrated Netbeans profiler. It ...
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BeanShell is a lightweight scripting language that’s compatible with the Java language. It provides a dynamic environment for executing Java ...
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I believe that when you spend a significant percentage of your time on a specific software, it is an obligation ...
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Did you noticed that among the 100 (hourly updated) Google Hot Trends, there are always several hot queries that are ...
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I'm a big fan of Open Calais, the well known web service that allows you to perform Named Entity, Facts ...
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140 characters. Means something to you? This is about how twitter (and micro-blogging) was born. Even if some profane firefox ...
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Either if you are working in SEO, or if you are a  "trends hacker", or if you love like me ...
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