Tag: Jupyter Notebook

Jupyter Notebook Vertex AI Feb. 26, 2024

Installing Julia on Vertex AI Workbench instances: A Step-by-Step Guide - This blog post will guide you through the process of installing Julia and its kernel on your Vertex AI Notebook Instance.

Jupyter Notebook Python Serverless Serverless Spark Feb. 5, 2024

Paperless: Dataproc Serverless Meets Jupyter - Paperless is a Python package designed to streamline the execution of Jupyter Notebooks with a Spark kernel.

Google Kubernetes Engine Jupyter Notebook Official Blog Jan. 15, 2024

Getting started with AI notebooks and Jupyterhub on GKE - A solution template that will help you get started with Jupyterhub on GKE.

Jupyter Notebook Python Serverless Aug. 14, 2023

Schedule and Invoke Notebooks as Web Services using Jupyter API - This article explains how to run Jupyter Notebook with serverless GCP products.

Colab Jupyter Notebook Python June 19, 2023

A Better Way to Use Google Cloud from Colab - Using GCP products on Colab.

Jupyter Notebook Machine Learning Vertex AI May 15, 2023

Automatically Shut Down Vertex AI User-Managed Notebooks - Say goodbye to unexpected costs and unnecessary running notebooks.

Apache Beam Cloud Dataproc Data Analytics Jupyter Notebook Official Blog Oct. 24, 2022

Run interactive pipelines at scale using Beam Notebooks - Run Apache Beam pipelines for ML inference interactively in Jupyter Notebooks with FlinkRunner at scale using Dataproc on Google Cloud under the hood.

BigQuery Cloud Dataproc Jupyter Notebook Oct. 17, 2022

Delta tables with Dataproc, Jupyter (and BigQuery) - Loading data from Delta tables to BigQuery in Dataproc.

Jupyter Notebook Machine Learning Vertex AI VS Code Sept. 12, 2022

Choose the IDE you want and develop on Vertex AI Workbench (Part I) - Develop on Vertex AI Workbench with VSCode.

AI Platform Notebooks Jupyter Notebook Machine Learning R Vertex AI Sept. 12, 2022

Marketing Mix Modelling with Robyn on Vertex AI - Running MMM (marketing mix modelling) analysis with Robyn on Vertex AI.

Data Science Jupyter Notebook July 4, 2022

Trick: Almost-Free Jupyter Notebooks on the Cloud! - A cheaper alternative to Vertex AI Workbench managed notebooks.

Cloud Vision API Jupyter Notebook Machine Learning Vertex AI May 16, 2022

Accelerate your machine learning journey by preprocessing your Vertex AI datasets with Vision API and BigQuery - A Jupyter Notebook that is using data from Cloud Vision to train a ML model on Vertex AI.

Jupyter Notebook Python Vertex AI April 25, 2022

How to start Jupyter in Google Cloud — the Python way - Managing Jupyter Notebooks in Vertex AI using Python SDK.

Jupyter Notebook Machine Learning Python Oct. 18, 2021

Colab is now available on GCP Marketplace - This gives you the ability to connect Colab to a custom GCE VM that you can configure as you wish.

AI Platform Cloud Resource Manager Data Science Jupyter Notebook Aug. 30, 2021

Managing Scripts on AI Platform with GCP Cloud Source Repository - A tutorial to share the steps to manage and share scripts via GCP Cloud Source Repository.

BigQuery Data Science Jupyter Notebook Python Aug. 23, 2021

How Data Scientists Can Increase Their Productivity With the Aid of Data Engineers Solutions Using BigQuery, Google Colab and Python - This article aims to bring a set of solutions in Python used by Data Engineers that will increase the productivity of Data Scientists that needs to use Google BigQuery in daily operations and just want this thing to work.

AI Platform Notebooks Jupyter Notebook Machine Learning May 24, 2021

AI Platform Notebooks with Voila - Adding and using Jupyter Notebooks extensions in AI Platform notebooks.

Cloud Functions Cloud Run Data Science Jupyter Notebook Serverless May 17, 2021

Executing Jupyter Notebooks on serverless GCP products - Example of deploying and executing Jupyter notebook on serverless Google Cloud products.

Cloud SDK Cloud Spanner Jupyter Notebook May 3, 2021

Managing and Executing gcloud commands in JupyterLab - Example of executing gcloud commands in JupyterLab notebooks.

AI AI Platform Notebooks Cloud Source Repositories Jupyter Notebook Jan. 18, 2021

Google Cloud AI Platform Notebooks and Cloud Source Repositories - Saving Jupyter Notebook to Cloud Repository.

Big Data Cloud Dataflow Jupyter Notebook Jan. 18, 2021

Computing Time Series metrics at scale in Google Cloud - This blog post shows how data scientists and engineers can use GCP Dataflow to compute time-series metrics in real-time or in batch to backfill data at scale, for example, to detect anomalies in market data or IoT devices.

Docker Jupyter Notebook Machine Learning TensorFlow Jan. 11, 2021

AI Platform Notebooks with multiple “Docker” kernels - This post will show you how to create different Jupyter kernels where each kernel will be using a different Deep Learning Container.

AI Jupyter Notebook Windows Dec. 28, 2020

Take Full Control of AI Notebook Instance on GCP via Putty - Access GCP VM instance via Putty for cloud computing.

AI Platform AI Platform Notebooks Jupyter Notebook Python Dec. 28, 2020

AI Platform Notebooks “headless” training - This article focuses on two approaches to running your training in a headless manner.

AI Platform Notebooks Beginner Data Science Jupyter Notebook Dec. 28, 2020

How To Use Google AI Platform Notebooks For Your Data Science Team - Getting started with Google AI Platform Notebooks.

Apache Beam BigQuery Cloud Dataflow Data Science Dataflow Jupyter Notebook Machine Learning Python Dec. 21, 2020

Getting started with Machine Learning on GCP — Part 2: Making data clean and usable - Creating Beam/Dataflow pipeline in Jupyter Notebook.

CI Jupyter Notebook Machine Learning TensorFlow Nov. 22, 2020

Building a CI Pipeline with Jupyter Notebooks on GCP - Implementing a CI Pipeline with Jupyter Notebooks on GCP.

AI Jupyter Notebook Oct. 12, 2020

AI Platform Notebooks DELETED instances - How to delete AI Platform Notebooks instances that appear as DELETED.

BigQuery Jupyter Notebook Public Datasets Python Sept. 21, 2020

Python Bar Chart Race Animation: COVID-19 Cases - Analyzing and visualizing the COVID-19 public dataset.

Jupyter Notebook Machine Learning Official Blog Sept. 21, 2020

Forrester names Google Cloud a Leader in Notebook-based Predictive Analytics and Machine Learning - Forrester evaluated 12 notebook-based predictive analytics and machine learning solutions against a set of pre-defined criteria. In addition to being named a leader, Google Cloud received the highest possible score in eleven evaluation criteria including explainability, security, open source, and partners.

BigQuery Cloud Dataproc Data Studio Jupyter Notebook Python Aug. 31, 2020

How to Set up a COVID-19 Workflow and Dashboard Using the Google Cloud Platform - Building a data pipeline to process and visualize data regarding COVID-19.

AI Platform Notebooks Jupyter Notebook Machine Learning Python Aug. 24, 2020

Create a new AI Platform Notebooks using Python - New client library for Python to create new AI Platform Notebooks.

Cloud Dataproc Data Science Jupyter Notebook Tutorial July 27, 2020

Getting Started with Jupyter + Spark on the Cloud in 2020 - Spinning up Spark clusters with Jupyter on Cloud Dataproc.

AI Platform Notebooks DevOps Jupyter Notebook Machine Learning Terraform Tutorial July 13, 2020

Terraform support for AI Platform Notebooks - Notebooks API supports deployments through Terraform.

AI Platform Jupyter Notebook Machine Learning June 1, 2020

CatBoost on Google Cloud’s AI Platform w/ CPUs & GPUs - Running Catboos (OSS gradient boosting framework) on AI Platform.

Cloud Dataproc Data Analytics Jupyter Notebook Official Blog June 1, 2020

Combining the power of Apache Spark and AI Platform Notebooks with Dataproc Hub - Dataproc Hub: Administering Jupyter notebooks for Spark workloads on Dataproc.

Big Data BigQuery Cloud Dataproc Jupyter Notebook May 25, 2020

Apache Spark BigQuery Connector — Optimization tips & example Jupyter Notebooks - Learn how to use the BigQuery Storage API with Apache Spark on Cloud Dataproc.

BigQuery Jupyter Notebook May 11, 2020

Apache Spark BigQuery Connector — Optimization tips & example Jupyter Notebooks - Reading data from BigQuery using Apache Spark BigQuery connector.

AI Platform Notebooks Apache Beam Cloud Dataflow Jupyter Notebook April 13, 2020

Developing interactively with Apache Beam notebooks - Using the Apache Beam interactive runner with JupyterLab notebooks lets you iteratively develop pipelines, inspect your pipeline graph, and parse individual PCollections in a read-eval-print-loop (REPL) workflow.

Jupyter Notebook Machine Learning March 23, 2020

MLFlow on Google Cloud Platform - Deploying and running MLflow on Google Compute Engine and logging artifacts on Google Storage Bucket.

BigQuery Cloud Dataproc Data Science Jupyter Notebook March 16, 2020

Apache Spark and Jupyter Notebooks made easy with Dataproc component gateway - Make use of the new Dataproc optional components and component gateway features to easily use Jupyter Notebooks.

Data Science Jupyter Notebook Machine Learning March 16, 2020

Setting Up Jupyter on Google Cloud - A scriptable list of command lines to deploy Jupyter in Google Cloud, securely and cost-effectively, with added exercises.