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What is TensorFlow?

Machine Learning Modeling Tools & Languages Machine Learning TensorFlowposted by Ralabs April 9, 2019

It would be a challenge nowadays to find a machine learning engineer who has heard nothing about TensorFlow. Initially created by Google Brain team for some internal purposes, such as spam filtering on Gmail, it was open-sourced in 2015 and became the most popular deep learning framework in the... Read more

Stream Data Processing with Apache Kafka and TensorFlow

Conferences Deep Learning Featured Post Modeling ODSC Speaker Deep Learning Kafka TensorFlowposted by Yong Tang March 18, 2019

Editor’s note: Yong is a speaker for the upcoming ODSC East 2019 this April 30 – May 3! Be sure to check out his talk, “Deep Learning for Real Time Streaming Data with Kafka and TensorFlow.” As one of the most popular deep learning frameworks, TensorFlow has been used... Read more

2018 Major Updates to the Most Popular Data Science Frameworks

Featured Post fastai Keras mxnet PyTorch Scikit-Learn TensorFlowposted by Alex Landa, ODSC January 23, 2019

New data science projects, tools, and frameworks are popping up at a hectic pace. However, most of us are already using many of the major and most popular ones. Read on and check out major releases of some of the most popular frameworks you may have missed in 2018. ... Read more

Find Where to Park in Real Time Using OpenCV and TensorFlow

Modeling OpenCV TensorFlowposted by Priya Dwivedi November 19, 2018

Introduction How many times has it happened to you that you are searching for a parking spot by driving around and around the parking lot. How convenient would it be if your phone could tell you exactly where the closest parking spot is! It turns out that this is... Read more

Building a Custom Mask RCNN Model with TensorFlow Object Detection

Modeling Object Detection TensorFlowposted by Priya Dwivedi November 7, 2018

Doing cool things with data! You can now build a custom Mask RCNN model using TensorFlow Object Detection Library! Mask RCNN is an instance segmentation model that can identify pixel-by-pixel location of any object. This article is the second part of my popular post where I explain the basics of Mask RCNN... Read more

Client-side Web Development and Machine Learning

Tools & Languages Client-side Web Development Javascript Machine Learning TensorFire TensorFlowposted by Caspar Wylie, ODSC October 31, 2018

You might not expect client-side web development and machine learning to be in the same sentence. In this article, however, we’re going to look at how and why these two are beginning to collaborate rather successfully. There are many hidden uses for a collaboration between Javascript and machine learning.... Read more

The Five Best Frameworks for Data Scientists

Modeling apache kafka frameworks jupyter Scikit-Learn SQL TensorFlowposted by Alex Landa, ODSC October 25, 2018

There are many tools that can help you when you start your data science career. Some of these tools you will be using them almost in every new project. In this post, we aim to highlight the five best frameworks for data scientists so that you can better immerse... Read more

How NOT to program the TensorFlow Graph

Deep Learning Modeling Tools Tools & Languages TensorFlowposted by Aaron Schumacher April 14, 2017

Using TensorFlow from Python is like using Python to program another computer. Some Python statements build your TensorFlow program, some Python statements execute that program, and of course some Python statements aren’t involved with TensorFlow at all. Being thoughtful about the graphs you construct can help you avoid confusion... Read more