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Tutorials
Release Notes
Tutorials
Release Notes
  • Overview
  • Core Concepts

    • Projects
    • Datasources
    • Datasets
    • Dashboard
    • Workspaces
    • Experiments
    • Flows
    • Distributed Jobs
    • Serving
    • Apps
    • Environments
    • Compute
    • Organization, Account and Team Settings
  • Python SDK v2
  • CLI v2
  • Python SDK and CLI v1

  • Tutorials and Examples
    • Example Projects
    • Generic Webapp
    • Workspaces, Experiments and IDEs
    • Flows and Serving
    • Other
  • Videos
  • Environment Configurations

  • Set up Kubernetes

# Tutorials and Examples

To help you get started we've put together a collection of tutorials for various features in cnvrg. On this page, you can access all of the tutorials.

# Example Projects

  • Build and Deploy an IMDB NLP Model
  • Train and Deploy a CNN for MNIST
  • Use R to Train an Iris Classification Model
  • Approximate Pi using Spark on Kubernetes
  • Publish a Dash App using Facets
  • Publish an R Shiny App using Iris

# Generic Webapp

  • Create sentiment analysis app using Gradio
  • Create sentiment analysis app using Streamlist

# Workspaces, Experiments and IDEs

  • Run an Experiment in a Jupyter Workspace
  • Using Pycharm with cnvrg
  • Convert and Run Python Notebooks using nbconvert
  • View and compare Jupyter Notebooks
  • Monitor your Experiment's Health
  • Advanced Model Tracking with Keras Callbacks
  • Advanced Model Tracking in PyTorch
  • R Experiment Tracking
  • Advanced Model Tracking in PyTorch Lighning
  • Custom R Shiny Example
  • Remote SSH in Visual Studio Code
  • Remote Python Interpreter in PyCharm
  • Remote Python Interpreter in IntelliJ IDEA
  • Run a Distributed Tensorflow Experiment using Horovod and MPI
  • Run Hyperparameters tuning using Ray

# Flows and Serving

  • Processing your Dataset with Flows
  • Create a Simple Flow with Two Tasks
  • Build a Canary Release Flow
  • Setup and Make a Batch Prediction
  • Monitor, Retrain and Learn from your cnvrg Endpoint

# Other

  • Setup Slack Integration for Experiments in a Project
  • Use Spark on Kubernetes with cnvrg
  • Use NNI with cnvrg
  • Blueprints(Beta)-deprecated from 11/2024

← CLI v1 Videos →