GDG London

THIS IS A FREE EVENT - PLEASE FINISH YOUR RSVP IN THE LINK BELOW https://gdg.community.dev/events/details/google-gdg-london-presents-tensorflow-keras-and-deep-learning-without-a-phd-workshop/ In this codelab, you will learn how to build and train a neural network that recognises handwritten digits. Along the way, as you enhance your neural network to achieve 99% accuracy, you will also discover the tools of the trade that deep learning professionals use to train their models efficiently. This codelab uses the MNIST dataset, a collection of 60,000 labeled digits that has kept generations of PhDs busy for almost two decades. You will solve the problem with less than 100 lines of Python / TensorFlow code. What you'll learn - What is a neural network and how to train it - How to build a basic 1-layer neural network using tf.keras - How to add more layers - How to set up a learning rate schedule - How to build convolutional neural networks - How to use regularisation techniques: dropout, batch normalization - What is overfitting What you'll need Just a browser. This workshop can be run entirely with Google Colaboratory. Agenda --- Moderators Jana Hokszova - Genesys / GDG Galway (Data Science Intern) Jana is a recent MSc in Software Design and Development NUI Galway graduate, having previously studied law there. This has led her to a machine learning intern position at Genesys, where she is learning both about the trade and what Diversity, Equity and Inclusion mean. She likes languages, including NLP, and talking about cats and running. Shalki Nagpal - GDG Dublin Hosted By Gen Ashley, GDG Organizer Goran Minov, GDG Organizer Mamata Gelanee, GDG Organizer Antoine Danois, GDG Organizer Ricardo Diaz, GDG Organizer --- THIS IS A FREE EVENT - PLEASE FINISH YOUR RSVP IN THE LINK BELOW https://gdg.community.dev/events/details/google-gdg-london-presents-tensorflow-keras-and-deep-learning-without-a-phd-workshop/

THIS IS A FREE EVENT - PLEASE FINISH YOUR RSVP IN THE LINK BELOW https://gdg.community.dev/events/details/google-gdg-london-presents-cloud-workshop-managing-deployments-with-kubernetes/ DevOps practices use multiple deployment strategies to manage applications, including such scenarios such as "Continuous Deployment", "Blue-Green Deployments", "Canary Deployments" and more. In this workshop, we will see how easy it is to accomplish these common scenarios in Kubernetes by scaling and managing containers in Google Kubernetes Engine. Tim Berry (Training Architect, A Cloud Guru) will provide a quick theory lesson on the building blocks and Kubernetes components that will be used to create these deployment strategies. As a group we will then work through the Qwiklab “Managing Deployments with Kubernetes”, getting hands-on with our own GKE clusters in a free (and risk-free) environment. Tim and some other GKE pros will be on hand to answer any questions if you get stuck. To join this workshop you should have basic Linux sysadmin skills and some familiarity with Docker containers. Experience with Kubernetes will be beneficial but is not essential. Note: In order to participate you will need an account with https://google.qwiklabs.com/. You can create an account for free. We will provide a voucher code to launch the lab during the workshop. Agenda 6:00 PM: Workshop: Managing Deployments with Kubernetes --- Hosted By Gen Ashley, GDG Organizer Goran Minov, GDG Organizer Mamata Gelanee, GDG Organizer Antoine Danois, GDG Organizer Ricardo Diaz, GDG Organizer --- THIS IS A FREE EVENT - PLEASE FINISH YOUR RSVP IN THE LINK BELOW https://gdg.community.dev/events/details/google-gdg-london-presents-cloud-workshop-managing-deployments-with-kubernetes/