Classifying Duplicate Questions from Quora with Keras
Introduction On this put up we’ll use Keras to categorise duplicated questions from Quora. The dataset first appeared within the Kaggle competitors Quora Query Pairs and consists of roughly 400,000 pairs of questions together with a column indicating if the query pair is taken into account a replica. Our implementation is impressed by the Siamese […]
R Interface to Google CloudML
We’re excited to announce the supply of the cloudml package deal, which supplies an R interface to Google Cloud Machine Studying Engine. CloudML supplies various companies together with on-demand entry to coaching on GPUs and hyperparameter tuning to optimize key attributes of mannequin architectures. Overview We’re excited to announce the supply of the cloudml package […]
Deep Studying With Keras To Predict Buyer Churn
Introduction Buyer churn is an issue that every one corporations want to observe, particularly people who rely on subscription-based income streams. The easy reality is that almost all organizations have knowledge that can be utilized to focus on these people and to know the important thing drivers of churn, and we now have Keras for […]
Analyzing rtweet Information with kerasformula
Overview The kerasformula bundle affords a high-level interface for the R interface to Keras. It’s predominant interface is the kms operate, a regression-style interface to keras_model_sequential that makes use of formulation and sparse matrices. The kerasformula bundle is on the market on CRAN, and might be put in with: # set up the kerasformula bundle […]
Predicting Fraud with Autoencoders and Keras
Overview On this put up we’ll prepare an autoencoder to detect bank card fraud. We will even reveal the best way to prepare Keras fashions within the cloud utilizing CloudML. The premise of our mannequin would be the Kaggle Credit score Card Fraud Detection dataset, which was collected throughout a analysis collaboration of Worldline and […]
Deep Studying for Most cancers Immunotherapy
Introduction In my analysis, I apply deep studying to unravel molecular interactions within the human immune system. One software of my analysis is inside most cancers immunotherapy (Immuno-oncology or Immunooncology) – a most cancers therapy technique, the place the goal is to make the most of the most cancers affected person’s personal immune system to […]
The best option to AI: what we’re studying from clients
Within the quarterly earnings name on Tuesday, Satya laid out a daring path for AI in 2024. “We’ve moved from speaking about AI to making use of AI at scale.“ —Satya Nadella, Microsoft Chairman and CEO Already, we see AI quickly reworking work for organizations internationally. Within the newest Work Development Index report, 70% of early […]