Well, if you think about a generic loss function with only one weight, the graphic representation will be something like…
Continue Readingfunction
How a simple mix of object-oriented programming can sharpen your deep learning prototype
Let’s demonstrate using a simple case — a DL image classification problem with the fashion MNIST dataset. Case illustration with a DL…
Continue ReadingSetting Up Automatic Alerts About Your AWS Lambda Data Pipeline
A great feature of Lambda is you can trigger it to run in a variety of ways, certainly at least…
Continue ReadingThe Hitchhikers guide to handle Big Data using Spark
The Hitchhikers guide to handle Big Data using SparkNot just an IntroductionRahul AgarwalBlockedUnblockFollowFollowingJul 3Big Data has become synonymous with Data engineering.…
Continue ReadingNotes on computing hash functions
A secure hash function maps a file to a string of bits in a way that is hard to reverse.…
Continue ReadingApply and Lambda usage in pandas
Apply and Lambda usage in pandasLearn these to master PandasRahul AgarwalBlockedUnblockFollowFollowingJul 1Pandas is a wonderful tool to have at your disposal. I…
Continue ReadingExtending PyTorch with Custom Activation Functions
Extending PyTorch with Custom Activation FunctionsA Tutorial for PyTorch and Deep Learning BeginnersAlexandra DeisBlockedUnblockFollowFollowingJun 27IntroductionToday deep learning is going viral…
Continue ReadingMake Data Acquisition Easy with AWS & Lambda (Python) in 12 Steps
Enter Lambda (yes I know you could also use Batch for this, but this is a Lambda tutorial). AWS has…
Continue ReadingWhat is Robustness in Statistics? A Brief Intro to Robust Estimators
A Brief Intro to Robust EstimatorsEce MutluBlockedUnblockFollowFollowingJun 25Robust statistics are the statistics that are resistant to outliers. In other words,…
Continue ReadingRNNs: The Trade-Off Between Long-Term Memory and Smoothness
RNNs: The Trade-Off Between Long-Term Memory and SmoothnessZachary ManesiotisBlockedUnblockFollowFollowingJun 20It is well-known that retaining long-term information when learning via gradient…
Continue ReadingOptimizing Individual-Level Models for Group-Level Predictions
(Caveat: Fourier duality suffers from a plurality of conventions due to the identification of the group of real numbers with…
Continue ReadingImplementing Recursion with the Y Combinator in any Language
I’d recommend reading Lambda Calculus in JavaScript before continuing!The Y Combinator is a fixed-point higher order function which is used…
Continue ReadingIntelligent, realtime and scalable video processing in Azure
Intelligent, realtime and scalable video processing in AzureRené BremerBlockedUnblockFollowFollowingJun 181. IntroductionIn this tutorial, an end to end project is created in…
Continue ReadingAmazonian puppeteer
Amazonian puppeteerWarrenn EnslinBlockedUnblockFollowFollowingJun 17Adventures of getting puppeteer working in AWS Lambdahttps://www. thegef. org/sites/default/files/Amazon_870. jpgIntroductionI am the most forgetful person I…
Continue ReadingSpectral encoding of categorical features
In tis case we can use Spectral Graph Theory methods to create low dimensional embedding of the categorical features. The…
Continue ReadingSpice Up Your Python Visualizations with Matplotlib Animations
Spice Up Your Python Visualizations with Matplotlib AnimationsAnd Some Fun Gifs of John Conway’s The Game of LifeTony YiuBlockedUnblockFollowFollowingJun 16If you…
Continue Reading10 Laravel Helpers That You Should Know
10 Laravel Helpers That You Should KnowDaanBlockedUnblockFollowFollowingJun 15Laravel has a lot of helper functions which provide a convenient way of working…
Continue ReadingCounting at compile time: Higher Order Functions
This algorithm completely hides the implementation details of Backend and ternary. Sum. Aux and all the rest from the user,…
Continue ReadingUsing Airtable as a Content Backend
Using Airtable as a Content BackendGui TalaricoBlockedUnblockFollowFollowingJun 6This article describes how you can use Airtable and Netlify Functions as a datastore…
Continue ReadingRetrieving Full Historical Data for Every Cryptocurrency on BitMex Using the Python API
Retrieving Full Historical Data for Every Cryptocurrency on BitMex Using the Python APIA single function to read, update, save and gather dataPeter…
Continue ReadingAwesome New Python 3.8 Features
Awesome New Python 3. 8 FeaturesGet to know the useful new python 3. 8 featuresFarhad MalikBlockedUnblockFollowFollowingJun 12There are a number of new…
Continue ReadingBuilding a REST API in Clojure
Building a REST API in ClojureHttpKit, Compojure and data. JSON awesomeness…Functional HumanBlockedUnblockFollowFollowingJun 12I am going to write this up for anyone…
Continue ReadingDeep Neural Networks from scratch in Python
The network can be applied to supervised learning problem with binary classification. Figure 1. Example of neural network architectureNotationSuperscript [l]…
Continue ReadingBest Practices for Laravel
$this->getFullNameLong() : $this->getFullNameShort();}public function isVerifiedClient(){ return auth()->user() && auth()->user()->hasRole('client') && auth()->user()->isVerified();}public function getFullNameLong(){ return 'Mr. ' . $this->first_name . '…
Continue ReadingKernel Secrets in Machine Learning
Not bad. Let´s carve into stone what we learned so far:The dot product is a measure of similarity between vectors. Now…
Continue Reading