Azure Archives - Page 6 of 7 - Open Data Science - Your News Source for AI, Machine Learning & more

Introduction to Apache Airflow

Blogs from ODSC Speakers Conferences Machine Learning Modeling Apache Airflow Azure Workflowposted by ODSC Community February 24, 2020

Apache Airflow is a tool created by the community to programmatically author, schedule, and monitor workflows. The biggest advantage of Airflow is the fact that it does not limit the scope of pipelines. Airflow can be used for building Machine Learning models, transferring data, or managing... Read more

Training and Operationalizing Interpretable Machine Learning Models

Machine Learning Modeling Azure East 2020 Microsoftposted by ODSC Community February 21, 2020

AI offers companies the unique opportunity to transform their operations: from AI applications able to predict and schedule equipment’s maintenance, to intelligent R&D applications able to estimate the success of future drugs. However, in order to be able to leverage this opportunity, companies have to learn... Read more

7 Top Data Science Trends in 2020 to Be Excited About

Career Insights Featured Post 2020 AutoML Azure Cloud explainable AI NLP Pythonposted by Daniel Gutierrez, ODSC January 31, 2020

As a practicing data scientist, educator, and tech journalist, I automatically have three big motivations for keeping a constant pulse of the industry. Staying in tune with what’s happening, consuming all the news from the movers and shakers, and evaluating new and updated tools as they... Read more

Top Data Science Skills for 2020

Career Insights Featured Post Azure data science skillsposted by Daniel Gutierrez, ODSC January 9, 2020

Data Science is an increasingly competitive field and participants are constantly working hard to build more levels of skill and experience. This trend has given rise to ever more demanding job descriptions for the position. To stay competitive, it makes sense to prepare yourself for new... Read more

Deep Learning Frameworks You Need to Know in 2020

Deep Learning Modeling 2020 Azure chainer Keras microsoft cognitive toolkit mxnet PyTorch Spark TensorFlowposted by Elizabeth Wallace, ODSC December 30, 2019

Deep learning networks have a mind-boggling ability to learn, so training these models requires massive computing power and intense amounts of data. You’ll need a framework to make that development easier. Deep learning requires massive processing power and lots of data. Because it uses unstructured, often non-text... Read more

Interoperable AI: High-Performance Inferencing of ML and DNN Models

Blogs from ODSC Speakers Conferences Machine Learning Modeling Azure Europe 2019 Interoperable AIposted by ODSC Team September 10, 2019

TensorFlow? PyTorch? Keras? There are many popular frameworks to choose from when working with deep learning and machine learning models, each with its own pros and cons for practical usability in product development or research. Once you decide which to use to train your model, you... Read more

5 DevOps Challenges To Overcome To Gain Productivity

DataOps Tools & Languages Workflow Azure devops devops challengesposted by Atman Rathod August 26, 2019

Editor’s Note: Is your business ready to implement DevOps? Learn more at ODSC West on how you can do just that. DevOps brought the development community to the agile era where multiple teams can work in a collaborative environment sharing their skills, knowledge and development responsibilities. As... Read more

10 Startups Killing the AI Game

Business + Management Featured Post Accelerate AI Azure Startupsposted by Elizabeth Wallace, ODSC April 12, 2019

There are some truly weird things happening in AI right now, but we’re also seeing some innovating solutions emerging as humans learn how to deploy AI bigger and better. These startups know that AI has the potential to solve some of the most vexing issues in... Read more

Here’s Why You Aren’t Getting a Job in Data Science

Career Insights Featured Post Azureposted by Daniel Gutierrez, ODSC April 11, 2019

We constantly hear about the rising demand for data science skills coupled with the shortage of data scientists to fill this growing need. This disparity seems like a true opportunity for those seeking career positions in the field, yet stories abound describing how tough it is... Read more

10 Best Data Science Platforms

Featured Post Platforms Azure frameworksposted by Elizabeth Wallace, ODSC March 28, 2019

A data science platform can change the way you work. It’s more than just a tool, it’s a way to wrangle data and turn every member of your team into a high performing unit, capable of pivoting and scaling without missing a beat. The right one... Read more