Towards AI

MARCH 14, 2024

How do you best learn Data Science and then get a Job? What is data science??? All the way back in 2012, Harvard Business Review said that Data Science was the sexiest job of the 21st century and recently followed up with an updated version of their article. Okay, let’s get started!

Data Science 105

Data Science ML Engineer Data Scientist ML 105

AWS Machine Learning Blog

NOVEMBER 9, 2023

Building out a machine learning operations (MLOps) platform in the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML) for organizations is essential for seamlessly bridging the gap between data science experimentation and deployment while meeting the requirements around model performance, security, and compliance.

Data Drift 130

Data Drift Auto-complete ML Automation 130

AWS Machine Learning Blog

OCTOBER 17, 2024

Amazon SageMaker Studio is the latest web-based experience for running end-to-end machine learning (ML) workflows. This means that each user within the domain will have their own private space on the EFS file system, allowing them to store and access their own data and files. The following diagram illustrates this architecture.

Data Science 124

Data Science ML Machine Learning Computer Vision 124

Flipboard

MARCH 7, 2023

There are also limited options for ad hoc script customization by users, such as data scientists or ML engineers, due to permissions of the user profile execution role. Check that the SageMaker image selected is a Conda-supported first-party kernel image such as “Data Science.” Choose Open Launcher.

Python 123

Python Data Scientist Data Science Automation 123

AWS Machine Learning Blog

AUGUST 31, 2023

Architecture overview The architecture is implemented as follows: Data Science Account – Data Scientists conduct their experiments in SageMaker Studio and build an MLOps setup to deploy models to staging/production environments using SageMaker Projects. For more information, refer to Configure the AWS CLI.

ML 127

ML Data Scientist Machine Learning Automation 127

AWS Machine Learning Blog

AUGUST 31, 2023

Architecture overview The architecture is implemented as follows: Data Science Account – Data Scientists conduct their experiments in SageMaker Studio and build an MLOps setup to deploy models to staging/production environments using SageMaker Projects. For more information, refer to Configure the AWS CLI.

ML 52

ML Data Scientist Machine Learning Automation 52

Viso.ai

DECEMBER 21, 2023

Each of these individuals serves as an inspiration for aspiring AI and ML engineers breaking into the field. Cassie Kozyrkov: A Top Voice in Data Science and Analytics Cassie Kozyrkov makes for one of the AI influencers of this decade. We ranked these individuals in reverse chronological order.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52