Machine Learning

March 28, 2024
in Machine Learning, Colab, GPU
6 min read

Train Machine Learning Models on Colab GPU

Google Colab

Google Colab enables you to run Jupyter notebooks in the cloud with the option to use a CPU or accelerate computations by adding GPU or TPU support. We will use the free Colab tier, but for longer training jobs or access to better GPUs (e.g., T4, P100, or V100), the paid Colab Pro or Colab Pro+ option may be a better choice. Navigate to Colab website and check out an example Jupyter notebook that uses a GPU for machine learning training.

March 4, 2020
in Machine Learning, GPU
3 min read

Word Embeddings

What are Word Embeddings?

Word Embeddings are a method to translate a string of text into an N-dimensional vector of real numbers. Many computational methods are not capable of accepting text as input. This is one method of transforming text into a number space that can be used in various computational methods.