Yufeng G – Medium

Yufeng G

How to Upgrade Colab with More Compute

Learn how to use Google Cloud Platform’s Deep Learning VMs to power up your Colab environment, on this episode of AI Adventures

Aug 14, 2019

How to Upgrade Colab with More Compute

Aug 14, 2019

Published in
TDS Archive

Scaling up Keras with Estimators

Did you know that you can convert a Keras model to a TensorFlow Estimator? It will give you a whole host of options around distributed…

Sep 5, 2018

Scaling up Keras with Estimators

Sep 5, 2018

Published in
TDS Archive

Walkthrough: Getting started with Keras, using Kaggle

This is a short post — the real substance is in the screencast below, where I walk through the code!

Aug 14, 2018

Walkthrough: Getting started with Keras, using Kaggle

Aug 14, 2018

Published in
TDS Archive

Deploying scikit-learn Models at Scale

Scikit-learn is great for putting together a quick model to test out your dataset. But what if you want to run it against incoming live…

Aug 3, 2018

Deploying scikit-learn Models at Scale

Aug 3, 2018

Published in
TDS Archive

Get going with Scikit-Learn on Kaggle

Scikit-learn has long been a popular library for getting started with machine learning. However, not everyone has had a chance to try it…

Jul 31, 2018

Get going with Scikit-Learn on Kaggle

Jul 31, 2018

Published in
TDS Archive

Getting started with AutoML Vision alpha

One of the top things that I get asked about when I give talks is Google Cloud AutoML. Let’s use AutoML Vision alpha to build and deploy a…

Jul 11, 2018

Getting started with AutoML Vision alpha

Jul 11, 2018

Published in
TDS Archive

Cooking up a data science project using Kaggle Datasets and Kernels

On this episode of AI Adventures, I’ve asked Megan Risdal, Product Lead of Kaggle Datasets, to give us a tour of some of the latest…

Jul 3, 2018

Cooking up a data science project using Kaggle Datasets and Kernels

Jul 3, 2018

Published in
TDS Archive

BigQuery Public Datasets

The only thing better than data is big data! But getting your hands on large datasets is no easy feat. From unwieldy storage options to…

Jun 12, 2018

BigQuery Public Datasets

Jun 12, 2018

Published in
TDS Archive

Quick Draw: the world’s largest doodle dataset

A team at Google set out to make the game of pictionary more interesting, and ended up with the world’s largest doodling dataset, and a…

May 7, 2018

Quick Draw: the world’s largest doodle dataset

May 7, 2018

Published in
TDS Archive

Visualize your data with Facets

Data is messy. It’s often unbalanced, mislabeled, and sprinkled with wacky values to throw off your analysis and machine learning training.

Mar 21, 2018

Visualize your data with Facets

Mar 21, 2018

Yufeng G

Yufeng G

Applying machine learning to the world. Developer and Advocate for @googlecloud. Runner, chef, musician. Opinions are solely my own.

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