Notebooks

Welcome to the sixth blog post in our “Kubeflow Fundamentals” series specifically designed for folks brand new to the Kubelfow project. The aim of the series is to walk you through a detailed introduction of Kubeflow, a deep-dive into the various components, add-ons, and how they all come together to deliver a complete MLOps platform. If you missed the previous installments in the “Kubeflow Fundamentals” series, you can find them here: In this post, we’ll focus on getting a little more familiar with Jupyter notebooks and…

The Royal Institution by Thomas Hosmer Shepherd (c. 1838). Credit: Wiki Commons Sir Humphry Davy (1778–1829) is usually remembered as the inventor of a revolutionary miner's safety lamp. But his wild popularity came as much from his influence on popular culture as it did from his contributions to chemistry and applied science. In…

The estate of MF DOOM has issued another request for Now-Again Records founder Eothen “Egon” Alapatt to return several of the late rapper’s handwritten notebooksIn a post shared across both Instagram and Twitter on Wednesday, DOOM’s widow Jasmine Dumile shared a series of Gmail screenshots that shows communications between Alapatt, herself, and DOOM under his Karlo Metal-Franks pseudonym. “Any word from on my belongings. I really need those notebooks," reads one email to Alapatt back in August 2016. "I have no idea where…

Features: 15.5 ounces | Medium or small sizes | Compatible with Mac, Chromebook, and WindowsThis tablet and smart pen combo let you easily draw shapes, write formulas and equations, or sketch and draw. It connects via USB to your Mac or PC, and you can detail artwork on your computer screen or annotate something. This reusable smart notebook is specifically designed for students and teachers and even comes with a free three-month trial of EdTech software like the Kami App, Clip Studio Paint Pro, ExplainEverything, Pear…

SamsungSamsung Display on Tuesday said it is beginning mass production of OLED panels that integrate the touch feature directly onto the panel, aimed at notebooks.The panels with OCTA, or on-cell touch AMOLED, technology, will first feature on Samsung Electronics' high-end, 2023-model Galaxy Book notebooks, the South Korean display panel maker said.Samsung Display didn't specify the size of the panels, but Galaxy Book is currently available in 13-inch and 15-inch sizes while Samsung is expected to unveil refreshed…

OS  Windows 10 Home, Windows 10 Pro ('for Business' model) | CPU  Intel Core i5-1035G7 (13.5-inch only), Core i7-1065G7 | GPU  Intel Iris Plus Graphics (Core i5, 13.5-inch), 4GB Nvidia GeForce GTX 1650 (Core i7, 13.5-inch), 6GB Nvidia GeForce 1660 Ti (Core i7, 15-inch), 6GB Nvidia Quadro RTX 3000 (Core i7, 15-inch, 'for Business' model) | RAM  8GB (13.5-inch only), 16GB, 32GB | Storage  256GB, 512GB, 1TB, 2TB (15-inch only) | Screen  13.5-inch 3:2 PixelSense (3000 x 2000, 267ppi) touch screen, 15-inch 3:2 PixelSense (3240…

Parameterize notebooks so you can programmatically run themYou’ve trained your machine learning model in a Jupyter notebook. Now, you want to run that model on data that comes in daily.Day in, day out, you create a new copy of the same notebook and run it. You store the copy of the notebook and pass that results to your stakeholders.In another scenario, you have a new set of data every day that needs to be visualized with the same code on Jupyter notebook.So, you create a new copy of the same notebook and modify the…

Run any Python script automatically in Google Cloud Platform with Docker, Bash, Scheduler, Pub/Sub, and FunctionShip your apps with dockerized containers (image by Swanson Chan)Have you successfully programmed a Python application locally and now want to bring it to the cloud? This is an easy to follow and exhaustive step by step tutorial on how to turn a Python script into a Docker image and push it to the Google Cloud Registry. In Google Cloud Platform, this Docker image can be called automatically in VertexAI via…

Read to learn about 10 awesome VS Code features for enhancing your Jupyter Notebook programming experiencePhoto by Fotis Fotopoulos on UnsplashI have worked with Python, Deep Learning and Computer Vision for almost 5 years, in both academic research and industrial settings. I had started with Jupyter Notebook but quickly switched to Jupyter Lab because of several reasons. And I loved using it until I started to use VS Code for programming. I am a big fan of writing proper CLI programs than creating notebooks for most…

How to integrate notebooks into your data pipelineJupyter Notebook is a popular tool for data scientists to explore and process data because of its ease to check code outputs.However, there are several drawbacks to Jupyter Notebook, including:Interpretability issue: As your code gets bigger, the relationship between cells becomes increasingly complex. Thus, when one cell changes, it's difficult to know which cells to execute next.Reproducibility issue: Since cells in a notebook can be executed in any order, executing the…