Jupyter

An open source project that supports interactive data science and scientific computing across all programming languages

JupyterLab is an open source web-based IDE for notebooks, code, and data. Jupyter Notebook is the original open source web application for notebooks, code, and data.

28 March 2025

Article

Create AI pipelines using Elyra and Kubeflow Pipelines

Use JupyterLab and Elyra to create and run machine learning pipelines.

28 March 2025

Article

Create AI pipelines using Elyra and Apache Airflow

This article outlines how to build and run pipelines on Apache Airflow without the need for coding.

20 July 2024

Open Project

Elyra

Elyra is a set of open source AI-centric extensions to Jupyter Notebooks, and, more specifically, the new JupyterLab user interface.

04 April 2024

Tutorial

Connect a custom machine learning model to a SingleStore

Integrate a SingleStore with a Python machine learning model using a Jupyter notebook

Course

Coursera

Data Science Methodology

Learn how to ensure the data you use in problem solving is relevant and properly manipulated

21 May 2021

Learning Path

Enable Eager Execution in TensorFlow

Explore Eager Execution and learn about the benefits of having it enabled by default in TensorFlow.

21 May 2021

Learning Path

Perform logistic regression

Create a Jupyter Notebook that contains Python code for defining logistic regression, then use TensorFlow (tf.keras) to implement it.

11 March 2021

Tutorial

Perform logistic regression using TensorFlow

Create a Jupyter Notebook that contains Python code for defining logistic regression, then use TensorFlow (tf.keras) to implement it.

10 March 2021

Tutorial

Build a recurrent neural networks using TensorFlow Keras

Use a Jupyter Notebook to create an RNN model based on the LSTM unit to train and benchmark on the Penn Treebank data set, and learn how TensorFlow builds and executes an RNN model for language modeling.

03 December 2020

Blog post

6 industry-changing open source projects from IBM in 2020

Check out the 6 new open source projects that I think will shape the future of tech in the coming years

30 April 2020

Blog post

IBM announces Elyra AI Toolkit, a set of AI-centric extensions to Jupyter Notebooks

Use Elyra to extend the new JupyterLab user interface

20 January 2020

Tutorial

Getting started with PySpark

This tutorial covers Big Data via PySpark (a Python package for spark programming). We explain SparkContext by using map and filter methods with Lambda functions in Python. We also create RDD from object and external files, transformations and actions on RDD and pair RDD, SparkSession, and PySpark DataFrame from RDD, and external files. In addition, we use sql queries with DataFrames (by using Spark SQL module). And finally, machine learning with PySpark MLlib library.

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Open Source

Jupyter

An open source project that supports interactive data science and scientific computing across all programming languages

Create AI pipelines using Elyra and Kubeflow Pipelines

Create AI pipelines using Elyra and Apache Airflow

Elyra

Connect a custom machine learning model to a SingleStore

Data Science Methodology

Enable Eager Execution in TensorFlow

Perform logistic regression

Perform logistic regression using TensorFlow

Build a recurrent neural networks using TensorFlow Keras

6 industry-changing open source projects from IBM in 2020

IBM announces Elyra AI Toolkit, a set of AI-centric extensions to Jupyter Notebooks

Getting started with PySpark