Tagged | data-science

How to Get a Better GAN (Almost) for Free: Introducing the Metropolis-Hastings GAN
(eng.uber.com)
#data-science #machine-learning #optimisation #neural-net
Handling Imbalanced Datasets in Deep Learning
(towardsdatascience.com)
#deep-learning #data-science #big-data
3D Visualization of NN layers with TensorSpace.js
(towardsdatascience.com)
#data-science #neural-net #internals #visualisation
Presentation: Big Data and Deep Learning: A Tale of Two Systems
(www.infoq.com)
#deep-learning #data-science #machine-learning #big-data
How to deal with the seasonality of a market?
(eng.lyft.com)
#data-science #algorithms #analytics
Breaking the Boundaries of Intelligent Video Analytics with DeepStream SDK 3.0
(devblogs.nvidia.com)
#deep-learning #data-science #analytics #video-processing
Doing Machine Learning the Uber Way: Five Lessons From the First Three Years of Michelangelo
(towardsdatascience.com)
#data-science #software-engineering #machine-learning #visualisation
BERT Explained: State of the art language model for NLP
(towardsdatascience.com)
#data-science #AI #machine-learning #NLP
A Deeper Look into Embeddings — A Linguistic Approach
(towardsdatascience.com)
#data-science #NLP #research #word2vec
WaveNet: Google Assistant’s Voice Synthesizer.
(towardsdatascience.com)
#data-science #AI #NLP #neural-net #audio-processing
Making floating point math highly efficient for AI hardware
(code.fb.com)
#data-science #AI #performance #hardware #systems
Making beats with generative design
(becominghuman.ai)
#data-science #AI #audio-processing #music
Empowering personalized marketing with machine learning
(eng.lyft.com)
#data-science #machine-learning #analytics #personalisation
Linear Regression in Real Life
(www.dataquest.io)
#data-science #data-analytics #math
Deep (Double) Q-Learning
(towardsdatascience.com)
#deep-learning #data-science #AI #machine-learning
Horizon: The first open source reinforcement learning platform for large-scale products and services
(code.fb.com)
#data-science #machine-learning #scaling #big-data
Scaling Machine Learning at Uber with Michelangelo
(eng.uber.com)
#data-science #software-architecture #machine-learning #scaling
Facebook Research at EMNLP
(research.fb.com)
#data-science #machine-learning #NLP #research
How Does This Article Make You Feel?
(open.nytimes.com)
#data-science #machine-learning #NLP #text-analysis
Google at EMNLP 2018
(ai.googleblog.com)
#data-science #machine-learning #NLP #research
Deep Learning for Classifying Hotel Aesthetics Photos
(devblogs.nvidia.com)
#deep-learning #data-science #image-processing #classifier
Presentation: Implementing AutoML Techniques at Salesforce Scale
(www.infoq.com)
#data-science #machine-learning #scaling
Uber Introduces PyML: Their Secret Weapon for Rapid Machine Learning Development
(towardsdatascience.com)
#data-science #machine-learning #big-data #python
Demystifying Convolutional Neural Networks
(towardsdatascience.com)
#data-science #machine-learning #neural-net
Michelangelo PyML: Introducing Uber’s Platform for Rapid Python ML Model Development
(eng.uber.com)
#data-science #AI #machine-learning #NLP
Learning neural network architectures
(towardsdatascience.com)
#data-science #machine-learning #neural-net
Applying Customer Feedback: How NLP & Deep Learning Improve Uber’s Maps
(eng.uber.com)
#deep-learning #data-science #NLP #maps
Pylift: A Fast Python Package for Uplift Modeling
(tech.wayfair.com)
#data-science #data-analytics #python
RAPIDS Accelerates Data Science End-to-End
(devblogs.nvidia.com)
#data-science #performance #GPU
How We Use Machine Learning and Natural Language Processing to Empower Search
(tech.wayfair.com)
#data-science #machine-learning #search #NLP
Improving AI language understanding by combining multiple word representations
(code.fb.com)
#data-science #NLP #text-analysis #research
Open Sourcing Active Question Reformulation with Reinforcement Learning
(ai.googleblog.com)
#data-science #machine-learning #NLP #research
Using LDA to Build a Missing Yelp Feature
(towardsdatascience.com)
#data-science #machine-learning #python #maps
Mixed Precision Training for NLP and Speech Recognition with OpenSeq2Seq
(devblogs.nvidia.com)
#data-science #NLP #GPU #audio-processing
Review: DeconvNet — Unpooling Layer (Semantic Segmentation)
(towardsdatascience.com)
#data-science #machine-learning #neural-net #research
Consistently Beautiful Visualizations with Altair Themes
(towardsdatascience.com)
#data-science #analytics #python #visualisation
Machine Learning for Cybersecurity 101
(towardsdatascience.com)
#data-science #machine-learning #security
Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning
(towardsdatascience.com)
#data-science #AI #machine-learning #neural-net
Building Google Dataset Search and Fostering an Open Data Ecosystem
(ai.googleblog.com)
#data-science #AI #big-data #semantic-data
Experimentation & Measurement for Search Engine Optimization
(medium.com)
#data-science #analytics #AB-Testing #SEO
Illustrated Guide to LSTM’s and GRU’s: A step by step explanation
(towardsdatascience.com)
#data-science #machine-learning #visualisation
Using Machine Learning to Auto Detect Column Types in Customer Files
(liveramp.com)
#data-science #machine-learning #NLP
Google’s Next Generation Music Recognition
(ai.googleblog.com)
#signal-processing #data-science #audio-processing
Deep learning made easier with transfer learning
(blog.fastforwardlabs.com)
#deep-learning #data-science #neural-net
Decrypt Generative Artificial Intelligence and GANs
(towardsdatascience.com)
#data-science #AI #neural-net
Open Sourcing TonY: Native Support of TensorFlow on Hadoop
(engineering.linkedin.com)
#data-science #big-data #tensor-flow #hadoop
Expanding automatic machine translation to more languages
(code.fb.com)
#data-science #machine-learning #NLP
Scaling neural machine translation to bigger data sets with faster training and inference
(code.fb.com)
#data-science #machine-learning #big-data
Putting the Power of Kafka into the Hands of Data Scientists
(multithreaded.stitchfix.com)
#stream-processing #data-science #apache-kafka #analytics
The Future with Reinforcement Learning
(towardsdatascience.com)
#data-science #machine-learning #algorithms
eCommerce Transformed: Cognitive Services and the Future
(www.pubnub.com)
#data-science #AI #NLP #bots
Detection and Segmentation through ConvNets
(towardsdatascience.com)
#data-science #image-processing #neural-net #classifier
Resume Assistant: The Collaboration Between Microsoft and LinkedIn
(engineering.linkedin.com)
#data-science #software-engineering #software-architecture
Resume Assistant: Finding High-Quality Work Experience Examples
(engineering.linkedin.com)
#data-science #software-architecture #NLP
Multi-Agent Reinforcement Learning in Beer Distribution Game
(towardsdatascience.com)
#data-pipeline #data-science #algorithms
fastText++: Batteries Included
(towardsdatascience.com)
#data-science #text-analysis #word2vec
Introducing a New Framework for Flexible and Reproducible Reinforcement Learning Research
(ai.googleblog.com)
#data-science #machine-learning #research
Scaling Uber’s Customer Support Ticket Assistant (COTA) System with Deep Learning
(eng.uber.com)
#data-pipeline #deep-learning #data-science #software-architecture
Part 2: Scheduling Notebooks at Netflix
(medium.com)
#dev-tools #data-science #visualisation
Building Machine Learning Engineering Tools
(towardsdatascience.com)
#dev-tools #data-science #software-engineering #machine-learning
Optimizing TV Advertising Toward Return on Investment
(tech.wayfair.com)
#data-science #data-analytics
Uncertainty for CTR Prediction: One Model to Clarify Them All
(towardsdatascience.com)
#data-science #machine-learning #neural-net
A simple and intuitive explanation of Hinton’s Capsule Networks
(towardsdatascience.com)
#deep-learning #data-science #math
Schooling Flappy Bird: A Reinforcement Learning Tutorial
(www.toptal.com)
#data-science #machine-learning #neural-net
Airbnb Engineering and Data Science at KDD 2018
(medium.com)
#data-science #machine-learning #research
Explain Neural Arithmetic Logic Units (NALU)
(becominghuman.ai)
#data-science #neural-net #math
Facebook Research at KDD 2018
(research.fb.com)
#deep-learning #data-science #machine-learning #research
Machine learning for production optimization
(towardsdatascience.com)
#data-science #machine-learning #optimisation
Beyond Interactive: Notebook Innovation at Netflix
(medium.com)
#dev-tools #data-science #HCI
Introduction to Word Embeddings
(towardsdatascience.com)
#data-science #machine-learning #NLP
Parallelizing Feature Engineering with Dask
(towardsdatascience.com)
#data-science #big-data #python #parallel-computing
PinSage: A New Graph Convolutional Neural Network for Web-Scale Recommender Systems
(medium.com)
#data-science #scaling #neural-net #recommender
RedBlackPy — fast and scalable Series for scientific and quantitative research in Python
(towardsdatascience.com)
#data-science #algorithms #data-structures
Learning Market Dynamics for Optimal Pricing
(medium.com)
#data-science #data-analytics #big-data
MnasNet: Towards Automating the Design of Mobile Machine Learning Models
(ai.googleblog.com)
#data-science #machine-learning #mobile #research
Progress in machine learning interpretability
(blog.fastforwardlabs.com)
#data-science #machine-learning
Graphs and paths: PageRank.
(towardsdatascience.com)
#data-science #algorithms #graph-processing
Recommending blog posts with machine learning
(robots.thoughtbot.com)
#data-science #NLP #text-analysis #recommender
Improving Operations with Route Optimization
(towardsdatascience.com)
#data-science #algorithms #optimisation
Differentiable Image Parameterizations
(distill.pub)
#data-science #neural-net #visualisation
Fingerprinting fraudulent behavior
(eng.lyft.com)
#data-science #machine-learning #classifier
Understanding Word Embeddings
(hackernoon.com)
#data-science #machine-learning #NLP
Deep learning for specific information extraction from unstructured texts
(towardsdatascience.com)
#deep-learning #data-science #NLP #text-analysis
Faster Deep Learning: Optimal DNN Primitives
(towardsdatascience.com)
#deep-learning #data-science #performance
Robust Factorization Machines
(medium.com)
#data-science #machine-learning #research
MLflow: A platform for managing the machine learning lifecycle
(www.oreilly.com)
#data-science #software-engineering #machine-learning #production
How to Approach Machine Learning Problems
(www.toptal.com)
#data-science #machine-learning
Improving Connectomics by an Order of Magnitude
(ai.googleblog.com)
#data-science #machine-learning #tensor-flow #biotech
Understanding model predictions with LIME
(towardsdatascience.com)
#data-science #machine-learning #classifier
Modeling User Journeys via Semantic Embeddings
(codeascraft.com)
#data-science #NLP #text-analysis #word2vec
Gefilter Fish: Finding concise topics from Amazon’s customer reviews
(blog.insightdatascience.com)
#data-science #machine-learning #text-analysis
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
(eng.uber.com)
#data-science #machine-learning #neural-net
From shallow to deep learning in fraud
(eng.lyft.com)
#deep-learning #data-science #data-analytics
Presentation: Google Dataflow Codelab
(www.infoq.com)
#dev-tools #data-science #data-visualisation
A Deep Dive into Reinforcement Learning
(www.toptal.com)
#data-science #AI #machine-learning
The unreasonable effectiveness of Deep Learning Representations
(blog.insightdatascience.com)
#deep-learning #data-science #AI
Transforming Financial Forecasting with Data Science and Machine Learning at Uber
(eng.uber.com)
#data-pipeline #data-science #machine-learning
Introduction to Model Trees
(towardsdatascience.com)
#data-science #AI #machine-learning
Add Constrained Optimization To Your Toolbelt
(multithreaded.stitchfix.com)
#data-science #optimisation #math #statistics
Understanding Latent Style
(multithreaded.stitchfix.com)
#data-science #machine-learning #python
Advanced DQNs: Playing Pac-man with Deep Reinforcement Learning
(towardsdatascience.com)
#deep-learning #data-science #AI
Introduction to Sequence Models — RNN, Bidirectional RNN, LSTM, GRU
(towardsdatascience.com)
#data-science #machine-learning #neural-net
Add Constrained Optimization To Your Toolbelt
(multithreaded.stitchfix.com)
#data-science #math #statistics
Fantastic Models and how to Train Them
(towardsdatascience.com)
#data-science #machine-learning
How Can Neural Network Similarity Help Us Understand Training and Generalization?
(ai.googleblog.com)
#data-science #neural-net #research
RNN or Recurrent Neural Network for Noobs
(hackernoon.com)
#data-science #machine-learning #neural-net
Turning Fortnite into PUBG with Deep Learning (CycleGAN)
(towardsdatascience.com)
#data-science #machine-learning #GAN
AutoEncoders and Parallel Computing with KernelML
(towardsdatascience.com)
#data-science #machine-learning #parallel-computing
Convolutional Neural Networks from the ground up
(towardsdatascience.com)
#data-science #neural-net #python
Real-time Streaming Pattern: Preprocessing for Sentiment Analysis
(blog.wallaroolabs.com)
#stream-processing #data-science #pipeline #real-time
Advanced Technologies for Detecting and Preventing Fraud at Uber
(eng.uber.com)
#data-science #machine-learning #classifier
Twitter meets TensorFlow
(blog.twitter.com)
#deep-learning #data-science #machine-learning #tensor-flow
Caviar’s Food Recommendation Platform
(medium.com)
#data-science #software-design #software-architecture #recommender
Presentation: Analyzing & Preventing Unconscious Bias in Machine Learning
(www.infoq.com)
#data-science #machine-learning
Travel Time Optimization With Machine Learning And Genetic Algorithm
(towardsdatascience.com)
#data-science #machine-learning #optimisation
Everywhere You Look: Computer Vision at Wayfair
(tech.wayfair.com)
#data-science #image-processing #search #analytics
Reinforcement Learning from scratch
(blog.insightdatascience.com)
#data-science #machine-learning
Code2Pix - Deep Learning Compiler for Graphical User Interfaces
(towardsdatascience.com)
#deep-learning #data-science #AI #UI
Introduction to Clinical Natural Language Processing: Predicting Hospital Readmission with…
(towardsdatascience.com)
#data-science #machine-learning #NLP
How are Logistic Regression & Ordinary Least Squares Regression Related?
(towardsdatascience.com)
#data-science #data-analytics #math
Intuitively Understanding Convolutions for Deep Learning
(towardsdatascience.com)
#deep-learning #data-science #neural-net
A modified Artificial Bee Colony algorithm to solve Clustering problems
(towardsdatascience.com)
#data-science #algorithms #data-analytics
The Duplicate Review Tool: Incorporating Visual Search into Merchandising Operations
(tech.wayfair.com)
#data-science #data-analytics #search
Understanding Convolutional Neural Networks
(towardsdatascience.com)
#data-science #machine-learning #neural-net
Wide Residual Networks with Interactive Code
(towardsdatascience.com)
#deep-learning #data-science #neural-net
Data Retrieval and Cleaning: Tracking Migratory Patterns
(www.dataquest.io)
#data-science #big-data
Categorizing Listing Photos at Airbnb
(medium.com)
#deep-learning #data-science #data-analytics
An Introduction to Recurrent Neural Networks
(towardsdatascience.com)
#data-science #machine-learning #neural-net
CatGAN: cat face generation using GANs
(hackernoon.com)
#data-science #image-generation #GAN
Reinforcement Learning Demystified: Solving MDPs with Dynamic Programming
(towardsdatascience.com)
#data-science #machine-learning #math
Advances in Semantic Textual Similarity
(ai.googleblog.com)
#data-science #machine-learning #NLP #research
Automating Customer Feedback with Machine Learning
(blog.codeship.com)
#data-science #machine-learning #NLP
Smart Compose: Using Neural Networks to Help Write Emails
(ai.googleblog.com)
#data-science #machine-learning #NLP #text-analysis
Hyperparameter Optimization with Keras
(towardsdatascience.com)
#data-science #machine-learning #keras
Automatic Photography with Google Clips
(ai.googleblog.com)
#data-science #machine-learning #image-processing
Custom Loss functions for Deep Learning: Predicting Home Values with Keras for R
(towardsdatascience.com)
#data-science #machine-learning #keras #math
Using Evolutionary AutoML to Discover Neural Network Architectures
(ai.googleblog.com)
#data-science #machine-learning #neural-net
Automated Company Keyword Extraction
(eng.datafox.com)
#data-science #NLP #text-analysis
Introducing Semantic Experiences with Talk to Books and Semantris
(ai.googleblog.com)
#data-science #NLP #text-analysis #semantic-data
Looking to Listen: Audio-Visual Speech Separation
(ai.googleblog.com)
#data-science #audio-processing #research #video-processing
Predict Product Success using NLP models
(towardsdatascience.com)
#data-science #machine-learning #NLP
Facebook’s Field Guide to Machine Learning video series
(research.fb.com)
#data-science #machine-learning
Intelligent Payment Routing
(towardsdatascience.com)
#data-science #algorithms
Implementing HyperLogLog in Redshift and Tableau
(tech.instacart.com)
#data-science #algorithms #analytics #visualisation
Fast Near-Duplicate Image Search using Locality Sensitive Hashing
(towardsdatascience.com)
#data-science #machine-learning #image-processing #algorithms
Data and the bid to simplify grocery
(lambda.grofers.com)
#data-science #machine-learning
Hyper-parameters in Action! Introducing DeepReplay
(towardsdatascience.com)
#data-science #machine-learning #neural-net #internals
Uplift Modeling in Display Remarketing
(tech.wayfair.com)
#data-science #data-analytics #marketing #math
Optimal Coupon Targeting for Grocery Items: an Instacart Case Study
(towardsdatascience.com)
#data-science #machine-learning
Toward the Jet Age of machine learning
(www.oreilly.com)
#data-science #machine-learning
Measuring the Intrinsic Dimension of Objective Landscapes
(eng.uber.com)
#data-science #AI #machine-learning
Mediation Modeling at Uber: Understanding Why Product Changes Work (and Don’t Work)
(eng.uber.com)
#data-science #software-engineering #machine-learning
Visualize your music DNA with Data
(deezer.io)
#data-science #data-visualisation #fun
Tensorflow for Manufacturing Quality Control
(towardsdatascience.com)
#data-science #machine-learning
Quantifying Effort through Heart Rate Data
(medium.com)
#data-science #data-analytics #biotech
Seeing More with In Silico Labeling of Microscopy Images
(research.googleblog.com)
#data-science #machine-learning #image-processing #classifier
MobileNetV2: Inverted Residuals and Linear Bottlenecks
(towardsdatascience.com)
#data-science #data-analytics
Hyper-parameters in action!
(towardsdatascience.com)
#deep-learning #data-science #machine-learning
Visualizing Beethoven’s Oeuvre, Part I: Scraping and cleaning data from IMSLP
(towardsdatascience.com)
#data-science #python #audio-processing
Lumpers and Splitters: Tensions in Taxonomies
(multithreaded.stitchfix.com)
#data-science #data-analytics
MobileNetV2: The Next Generation of On-Device Computer Vision Networks
(research.googleblog.com)
#data-science #image-processing #mobile #CV
Renko brick size optimization
(towardsdatascience.com)
#data-science #algorithms #data-analytics
Entity extraction using Deep Learning
(towardsdatascience.com)
#deep-learning #data-science #python
Scaling Machine Learning to Recommend Driving Routes
(engineering.pivotal.io)
#data-science #machine-learning #recommender
[Podcast] The Rising Threat of Content Abuse
(blog.siftscience.com)
#data-science #data-analytics #podcast
Variational Inference: Ising Model
(towardsdatascience.com)
#data-science #python #math
Data Science and the Art of Producing Entertainment at Netflix
(medium.com)
#data-science #media
Music by means of natural selection
(towardsdatascience.com)
#deep-learning #data-science #machine-learning
The Building Blocks of Interpretability
(distill.pub)
#data-science #machine-learning
Black-Box Attacks on Perceptual Image Hashes with GANs
(towardsdatascience.com)
#data-science #machine-learning #GAN
How to build a deep learning model in 15 minutes
(tech.instacart.com)
#deep-learning #data-science #machine-learning
Visualizing Archer
(towardsdatascience.com)
#data-science #data-visualisation
A Cornucopia of Area Rugs: Will a Diverse Set of Choices Help Customers Find More of What They Love?
(tech.wayfair.com)
#data-science #search #big-data
Fighting Financial Fraud with Targeted Friction
(medium.com)
#data-science #machine-learning #classifier #fintech
Analyzing Climate Patterns with Self-Organizing Maps (SOMs)
(towardsdatascience.com)
#data-science #machine-learning #GeoData
Introducing capsule networks
(www.oreilly.com)
#data-science #machine-learning #neural-net
Machine learning needs machine teaching
(www.oreilly.com)
#data-science #machine-learning #podcast
Pinterest’s Visual Lens: How computer vision explores your taste
(towardsdatascience.com)
#data-science #machine-learning #image-processing #CV
Exploring Supervised Machine Learning Algorithms
(www.toptal.com)
#data-science #machine-learning #algorithms
Stream all the things
(www.oreilly.com)
#data-science #data-stream #backend
How to write some Walt Whitman style poetry using Deep Learning
(hackernoon.com)
#deep-learning #data-science #machine-learning
Anomaly detection with Apache MXNet
(www.oreilly.com)
#data-science #machine-learning #distributed-systems #classifier
Machine Learning for a Secure, Available, and Performant Infrastructure
(engineering.salesforce.com)
#data-science #infra #machine-learning #scaling
Transfer learning: leveraging insights from large data sets
(towardsdatascience.com)
#data-science #machine-learning
Exploring Recommendation Systems
(blog.fastforwardlabs.com)
#data-science #machine-learning #recommender
Understanding Learning Rates and How It Improves Performance in Deep Learning
(towardsdatascience.com)
#deep-learning #data-science #math
Introducing RLlib: A composable and scalable reinforcement learning library
(www.oreilly.com)
#data-science #machine-learning #opensource
Scaling Gradient Boosted Trees for CTR Prediction - Part II
(engineeringblog.yelp.com)
#data-science #machine-learning #classifier
Supervised Machine Learning — Dimensional Reduction and Principal Component Analysis
(hackernoon.com)
#data-science #machine-learning #math
The Art of Effective Visualization of Multi-dimensional Data
(towardsdatascience.com)
#data-science #big-data #visualisation
Understanding and building Generative Adversarial Networks(GANs)- Deep Learning with PyTorch.
(becominghuman.ai)
#data-science #machine-learning #GAN
Introduction to Python Ensembles
(www.dataquest.io)
#data-science #machine-learning #python
The 8 Neural Network Architectures Machine Learning Researchers Need to Learn
(towardsdatascience.com)
#data-science #machine-learning #neural-net
Scaling Gradient Boosted Trees for CTR Prediction - Part I
(engineeringblog.yelp.com)
#data-pipeline #data-science #machine-learning #apache-spark
Using Yelp Data to Predict Restaurant Closure
(towardsdatascience.com)
#data-science #machine-learning #classifier
Transfer learning with MXNet Gluon
(hackernoon.com)
#data-science #machine-learning #python #image-generation
Reinforcement learning with TensorFlow
(www.oreilly.com)
#data-science #AI #machine-learning #tensor-flow
Probability concepts explained: Maximum likelihood estimation
(towardsdatascience.com)
#data-science #math #probability
Priming neural networks with an appropriate initializer.
(becominghuman.ai)
#data-science #machine-learning #neural-net
Introducing pydqc
(towardsdatascience.com)
#dev-tools #data-science #data-analytics #python
Various Implementations of Collaborative Filtering
(towardsdatascience.com)
#data-science #machine-learning #recommender
Semi-supervised Learning with GANs
(towardsdatascience.com)
#data-science #AI #machine-learning #GAN
From Perceptron to Deep Neural Nets
(becominghuman.ai)
#deep-learning #data-science #neural-net
Introduction to Deep Learning Trading in Hedge Funds
(www.toptal.com)
#deep-learning #data-science #analytics #fintech
An applied introduction to generative adversarial networks
(www.oreilly.com)
#data-science #AI #GAN
Uncovering hidden patterns through machine learning
(www.oreilly.com)
#data-science #machine-learning #data-analytics
Setting up a Machine Learning Framework for Production
(code.hootsuite.com)
#data-science #infra #machine-learning
Topic Modeling
(medium.com)
#data-science #machine-learning #visualisation
Welcoming the Era of Deep Neuroevolution
(eng.uber.com)
#deep-learning #data-science #AI #research
Towards Automatic Icon Design Using Machine Learning
(becominghuman.ai)
#data-science #machine-learning #image-generation
Making Sentiment Analysis Easy With Scikit-Learn
(twilioinc.wpengine.com)
#data-science #machine-learning #NLP
Deep Learning Scaling is Predictable, Empirically
(research.baidu.com)
#deep-learning #data-science #research
Regular Expressions for Data Scientists
(www.dataquest.io)
#data-science #text-analysis #regex
Recommending Visually Similar Products Using Content Based Features
(tech.wayfair.com)
#data-science #machine-learning #image-processing #recommender
Building Data Science Pipelines with Luigi and Jupyter Notebooks
(intoli.com)
#data-pipeline #data-science #visualisation #Jupyter
Sequence Modeling with CTC
(distill.pub)
#data-science #machine-learning #math
Representation learning and language
(becominghuman.ai)
#deep-learning #data-science #AI #machine-learning
[Episode 01] Airbnb, Machine Learning & the Future of Travel
(mesosphere.com)
#data-science #AI #machine-learning #big-data #podcast
A sub-optimal approach for predicting real estate prices by Zillow
(becominghuman.ai)
#data-science #machine-learning #data-analytics
SLING: A Natural Language Frame Semantic Parser
(research.googleblog.com)
#data-science #NLP #research #parsing
Create Data from Random Noise with Generative Adversarial Networks
(www.toptal.com)
#data-science #AI #machine-learning
Zalando's Smart Product Platform
(jobs.zalando.com)
#data-science #image-processing #data-analytics
Anomaly detection for writing styles
(blog.insightdatascience.com)
#data-science #machine-learning #analytics #classifier
Improving Real-Time Object Detection with YOLO
(blog.statsbot.co)
#data-science #machine-learning #image-processing
Bayesian Nonparametrics
(blog.statsbot.co)
#data-science #machine-learning #data-analytics
Airflow: The Missing Context
(hackernoon.com)
#data-science #big-data #crawling
Catching up: The Near-future of Commercial AI
(blog.insightdatascience.com)
#deep-learning #data-science #machine-learning
Interactions in fraud experiments: A case study in multivariable testing
(eng.lyft.com)
#data-science #auth #AB-Testing
Singular Value Decomposition (SVD) Tutorial: Applications, Examples, Exercises
(blog.statsbot.co)
#data-science #machine-learning #analytics #math
Globally Normalized Reader
(research.baidu.com)
#data-science #machine-learning #NLP #research
Crowdwork for Machine Learning: An Autoethnography
(blog.fastforwardlabs.com)
#data-science #machine-learning #opinion
SLAM: Bringing art to life through technology
(code.facebook.com)
#data-science #machine-learning #image-processing #app-design
Accelerate Machine Learning with Active Learning
(becominghuman.ai)
#data-science #machine-learning #algorithms
Customizing Docker Images in Cloudera Data Science Workbench
(blog.cloudera.com)
#data-science #containers #docker
Dynamic Information Retrieval Modeling
(becominghuman.ai)
#data-science #data-analytics #information-retrieval
The curious connection between warehouse maps, movie recommendations, and structural biology
(multithreaded.stitchfix.com)
#data-science #analytics #visualisation
Generative Adversarial Networks (GANs): Engine and Applications
(blog.statsbot.co)
#data-science #AI #machine-learning
Prophecy Fulfilled: Keras and Cloudera Data Science Workbench
(blog.cloudera.com)
#data-science #machine-learning #python #keras
Data Science Simplified: Principles and Process
(becominghuman.ai)
#data-science #AI #machine-learning
The data engineering ecosystem in 2017
(blog.insightdatascience.com)
#dev #data-pipeline #data-science