Uber (15)

• Amazing Low-Code Machine Learning Capabilities with New Ludwig Update - Jun 22, 2021.
  
  Integration with Ray, MLflow and TabNet are among the top features of this release.

  Low-Code, Machine Learning, Open Source, Uber

• Inside the Architecture Powering Data Quality Management at Uber - Feb 22, 2021.
  
  Data Quality Monitor implements novel statistical methods for anomaly detection and quality management in large data infrastructures.

  Architecture, Data Quality, Uber

• Uber Open Sources the Third Release of Ludwig, its Code-Free Machine Learning Platform - Oct 13, 2020.
  
  The new release makes Ludwig one of the most complete open source AutoML stacks in the market.

  Automated Machine Learning, AutoML, Machine Learning, Open Source, Uber

• A Tour of End-to-End Machine Learning Platforms - Jul 29, 2020.
  
  An end-to-end machine learning platform needs a holistic approach. If you’re interested in learning more about a few well-known ML platforms, you’ve come to the right place!

  AirBnB, Data Science Platform, Google, Machine Learning, MLOps, Netflix, Pipeline, Uber, Workflow

• Clustering Uber Rideshare Data - Jul 14, 2020.
  
  This blog discusses clustering the Uber ridesharing dataset, with a focus on interpretation and understanding the concepts in the real world.

  Clustering, Data Analysis, Uber

• Some Things Uber Learned from Running Machine Learning at Scale - Jul 7, 2020.
  
  Uber machine learning runtime Michelangelo has been in operation for a few years. What has the Uber team learned?

  Machine Learning, Scalability, Uber

• Uber’s Ludwig is an Open Source Framework for Low-Code Machine Learning - Jun 15, 2020.
  
  The new framework allow developers with minimum experience to create and train machine learning models.

  Low-Code, Machine Learning, No-Code, Open Source, Uber

• 21 Machine Learning Projects – Datasets Included - Mar 9, 2020.
  
  Upgrading your machine learning, AI, and Data Science skills requires practice. To practice, you need to develop models with a large amount of data. Finding good datasets to work with can be challenging, so this article discusses more than 20 great datasets along with machine learning project ideas for you to tackle today.

  Chatbot, Datasets, Google Trends, Machine Learning, Project, Uber

• Uber Unveils a New Service for Backtesting Machine Learning Models at Scale - Mar 2, 2020.
  
  The transportation giant built a new service and architecture for backtesting forecasting models.

  Machine Learning, Scalability, Uber

• Uber Has Been Quietly Assembling One of the Most Impressive Open Source Deep Learning Stacks in the Market - Jan 27, 2020.
  
  Many of the technologies used by Uber teams have been open sourced and received accolades from the machine learning community. Let’s look at some of my favorites.

  Deep Learning, Interpretability, NLP, Probability, Programming, Scalability, Uber

• Uber Creates Generative Teaching Networks to Better Train Deep Neural Networks - Jan 13, 2020.
  
  The new technique can really improve how deep learning models are trained at scale.

  Generative Adversarial Network, Neural Networks, Training, Uber

• Open Source Projects by Google, Uber and Facebook for Data Science and AI - Nov 28, 2019.
  
  Open source is becoming the standard for sharing and improving technology. Some of the largest organizations in the world namely: Google, Facebook and Uber are open sourcing their own technologies that they use in their workflow to the public.

  Advice, AI, Data Science, Data Scientist, Data Visualization, Deep Learning, Facebook, Google, Open Source, Python, Uber

• How LinkedIn, Uber, Lyft, Airbnb and Netflix are Solving Data Management and Discovery for Machine Learning Solutions - Aug 22, 2019.
  
  As machine learning evolves, the need for tools and platforms that automate the lifecycle management of training and testing datasets is becoming increasingly important. Fast growing technology companies like Uber or LinkedIn have been forced to build their own in-house data lifecycle management solutions to power different groups of machine learning models.

  AirBnB, Data Management, LinkedIn, Machine Learning, Netflix, Uber

• Why Vegetarians Miss Fewer Flights – Five Bizarre Insights from Data - Jan 12, 2019.
  
  A frenzy of number-crunching is churning out a heap of insights that are colorful, sometimes surprising, and often valuable. We explain how this works, and investigate five bizarre discoveries found in data.

  Credit Risk, Eric Siegel, Healthcare, Machine Learning, Overfitting, Uber

• What Top Firms Ask: 100+ Data Science Interview Questions - Mar 22, 2017.
  
  Check this out: A topic wise collection of 100+ data science interview questions from top companies.

  Algorithms, Data Science, Google, Hadoop, Interview Questions, Machine Learning, Microsoft, Statistics, Uber