Lak Lakshmanan

Google Cloud Data & Machine Learning ♠️ Data Science on GCP (O'Reilly) ♥️ Machine Learning on GCP (Coursera)♣️

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Published Content

19
towardsdatascience.com
Article
How to deploy Jupyter notebooks as components of a Kubeflow ML pipeline (Part 2)
December, 4 2018
towardsdatascience.com
Article
How to create and deploy a Kubeflow Machine Learning Pipeline (Part 1)
November, 21 2018
towardsdatascience.com
Article
Scheduling data ingest using Cloud Functions and Cloud Scheduler
November, 19 2018
hackernoon.com
Article
Debugging a Machine Learning model written in TensorFlow and Keras
October, 24 2018
hackernoon.com
Article
Why feature weights in a machine learning model are meaningless
August, 31 2018
towardsdatascience.com
Article
How to do online prediction with BigQuery ML – Towards Data Science
August, 13 2018
towardsdatascience.com
Article
How to do serverless machine learning with scikit-learn on Google Cloud ML Engine
August, 3 2018
towardsdatascience.com
Article
Using BigQuery’s new geospatial functions to interpolate temperatures
July, 26 2018
towardsdatascience.com
Article
How to train and predict regression and classification ML models using only SQL — using BigQuery ML
July, 25 2018
medium.com
Article
Codelab on fast image classification with ResNet on TPUs
July, 10 2018
towardsdatascience.com
Article
Explaining the joke: “Half the time when companies say they need ‘AI’, what they really need is a…
June, 8 2018
towardsdatascience.com
Article
How to enable Pandas to access BigQuery from a service account
May, 29 2018
medium.freecodecamp.org
Article
How to write modular, readable SQL using named result sets and functions
May, 7 2018
medium.freecodecamp.org
Article
Exploring a powerful SQL pattern: ARRAY_AGG, STRUCT and UNNEST
April, 11 2018
towardsdatascience.com
Article
How to build a collaborative filtering model for personalized recommendations using TensorFlow and…
April, 10 2018
towardsdatascience.com
Article
How to customize distributed training when using the TensorFlow Estimator API
April, 9 2018
towardsdatascience.com
Article
How to extend a canned TensorFlow Estimator – Towards Data Science
March, 4 2018
towardsdatascience.com
Article
Machine Learning with TensorFlow on Google Cloud Platform: code samples
February, 24 2018
towardsdatascience.com
Article
How to move from tf.contrib.learn Estimator to core Tensorflow tf.Estimator
January, 6 2018
Authorship Stats
4Sites19Projects15,107Words
About
Lak Lakshmanan is a writer who has produced content for towardsdatascience.com, hackernoon.com, and medium.freecodecamp.org
Key Phrases
Machine Learning, Google Cloud, Cloud Platform, Service Account, Estimator Api, Cloud Function, Learning Model, Apache Beam, Data Science, Input Function
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