How to copy and paste text in Datalore terminal?

Datalore is an online data science environment. Typical CTRL+C and CTRL+V commands do not work in the Datalore terminal, so here is the solution.

Change Python version in Vertex AI

Vertex AI is a bare-bones analytics environment in Google Cloud.

Google Colab - Easily accessible Python workspace

Google Colab is a low barrier option to run Python scripts.

Datalore tech review

Datalore is a collaborative data science platform. The notebook experience has been taken to the next level.

Datalore pricing - Which licensing model to choose?

The online Python worskpace Datalore has three main models for pricing and licensing.

Types of data science platforms - Workspace, MLOps or full stack?

Data Science platforms can be categorized to a few different buckets:

What kind of teams benefit from data science platforms?

Various kinds of teams from business innovation to academic research can benefit from data science platforms.

Value of data science platforms

Let’s go through the most typical use cases and their benefits to start using a data science platform.

List of data science platforms

Comprehensive list of data science platforms. Sometimes known also as machine learning platforms, ai platforms or DSML platforms.

ClearML - Robust MLOps platform for end-to-end solutions

Robust MLOps platform for end-to-end solutions. - Flexible Kubernetes deployments for advanced data science teams

For technically advanced teams looking for flexible Kubernetes deployments.

SmartPredict - Specific use cases with fully managed low code

Specific use cases with fully managed low code. - Experiment tracking platform for MLOps

Log experiments and ML models versions from any environment.

Paperspace Gradient - ML platform with their own data centers and IPU processors

Paperspace Gradient machine learning platform is best known from extensive GPU support.

Saturn Cloud - Data science workspace with Dask cluster

Saturn Cloud is a greate choice for data science teams who want to maximize flexibility of their environment.

Datalore - Introduction to the advanced analytics platform

Datalore is a fairly recent online platform for advanced data analytics.

Bodo is a faster alternative for Spark to run massive ETL jobs in Python

Bodo is a platform for data processing with Python and SQL.

Vertex AI for ML Engineers in Google Cloud

Some Google materials refer to it as Fully managed Tensorflow.

Free data science workspaces

Google Colab, Databricks Community Edition, Visual Studio Code and Dcoker are some options to create a free data science workspace.

Comparison of machine learning platforms in major clouds

Comparing the major machine learning platforms AWS SageMaker, Azure Machine Learning, Google Vertex AI and Databricks.

What is a machine learning platform?

What is a machine learning platform? Introducing different components such as workbench, MLOps tools and cloud computation.