TensorFlow Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Deep Learning Frameworks You Need to Know in 2020

Deep Learning Modeling 2020 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 based data, you’ll... Read more

Using Keras and TensorFlow in R

R Tools & Languages Keras R TensorFlowposted by Jacey Heuer November 12, 2019

Keras and Tensorflow are two very powerful packages that are normally accessed via python. Since the packages were developed for python they may have the illusion of being out of reach for R users. However, this is not the case as the Keras and Tensorflow packages may be set... Read more

Announcing the ODSC West 2019 Data Science Award Winners

Uncategorized Data Science Awards DataKind MLR SHAP TensorFlow West 2019posted by ODSC Team November 4, 2019

ODSC was started with a desire to build a community around data science and to make it more accessible. Sheamus McGovern, the founder of ODSC, said: “in this attempt, we owe a debt of gratitude .” Open source work is really the backbone of... Read more

Software 2.0 and Snorkel: Beyond Hand-Labeled Data

Machine Learning Modeling hand labeled data labled training data sets TensorFlow West 2018posted by Daniel Gutierrez, ODSC October 28, 2019

This ODSC West 2018 talk “Software 2.0 and Snorkel: Beyond Hand-Labeled Data,” presented by Alex Ratner, a Ph.D. student in Computer Science at Stanford University, discusses a new way of effectively programming machine learning systems using what’s called “weaker supervision,” and how it enables domain experts who don’t know... Read more

Using an Embedding Matrix on Tabular Data in R

Modeling R Tools & Languages embedding matrix TensorFlowposted by Jacey Heuer October 22, 2019

How would you tackle the prospects of representing a categorical feature, with 100’s of levels, in a model? A first approach may be to create a one-hot encoded matrix representing each level of the feature. The result would be a large and sparse matrix where the majority of the... Read more

Deep Learning with TensorFlow 2.0

Conferences Deep Learning ODSC Speaker Tools TensorFlow West 2019posted by Jon Krohn September 6, 2019

Editor’s Note: See Jon’s talk “Deep Learning with TensorFlow 2.0” at ODSC West 2019. This summer, I had a blast speaking at Immersive A.I.—the first annual Open Data Science Conference (ODSC) event in New York. The venue was flawless, the organizers were exceptionally well-prepared, and there was a remarkable... Read more

Bears Need to Learn as well – Practical Reinforcement Learning with TensorFlow 2.0 & TF-Agents

Conferences Modeling ODSC Speaker ODSC Speaker Reinforcement Learning TensorFlow West 2019posted by Oliver Zeigermann July 25, 2019

Editor’s Note: Oliver is speaking at ODSC West 2019, see his talk “Reinforcement Learning with TF Agents & TensorFlow 2.0: Hands On” there. Have a look at our friend Orso the bear. Orso lives in his cave and knows his area and where he can typically find some honey.... Read more

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. PyTorch:... Read more