Jupyter Notebook (local run) run experiment in the local environment use Mimic Explainer for computing feature importance deploy the best model along with the explainer to an Azure Kubernetes (AKS) cluster, wh
May 23, 20255 mins Cloud ArchitectureCloud ComputingIT Strategy video How to use Marimo | A better Jupyter-like notebook system for Python May 13, 20254 mins Python video How to prettify command line output in Python with Rich May 7, 20254 mins ...
Custom model training is best done on PCs or devices with powerful GPUs. Google Colab is one such platform. It’s a cloud-based Jupyter Notebook environment that allows the execution of Python codes. It offers both free and paid GPUs to train machine learning models. To get started, install...
Additionally, other relevant information or metadata about the image can be stored in other fields within the same document.The full example code can be found in the Jupyter Notebook available in the chapter 5 folder of this book’s GitHub repository at https://github.com/PacktPublishing/Vector...
An Amazon SageMaker Notebook Instance An S3 bucket 💻 Usage These example notebooks are automatically loaded into SageMaker Notebook Instances. They can be accessed by clicking on the SageMaker Examples tab in Jupyter or the SageMaker logo in JupyterLab. Although most examples utilize key Amazon ...
How to use Marimo | A better Jupyter-like notebook system for Python May 13, 20254 mins Python video How to prettify command line output in Python with Rich May 7, 20254 mins PythonSponsored Links Secure AI by Design: Unleash the power of AI and keep applications, usage and data secure...
Nearly 16 years later, I still reach for that same Python shell when I want to try something out…which is a shame, because there are far better alternatives that I should be using instead. The most notable of these are IPython and the browser-based Jupyter Notebook (formerly known as ...
BERT is the state-of-the-art framework for Natural Language Processing. Read this blog post to understand how this keyphrase has changed the landscape
Here are three of my favorite papers in this space. “‘I like computers. I hate coding’: a portrait of two teens’ experiences” by Paulina Haduong communicates the punchline in the title. This is a rich, qualitative study of students who love to use computers, but who hated their ...
Use the Vision Transformer Feature Extractor to Train the Model To train the model, we have written up a manual training script (can be found in the notebook). Before each batch of images can be fed through the model, it is necessary to feed the images to the ViT feature extractor to ...