Blog Insights
Systems engineering using Machine Learning
When you hear about AI/ML your thoughts most likely go to the uses that have been grabbing headlines of late. You may think of writers using ChatGPT to write something (not this article) or asking DALL-E 2 to create an image, or Netflix using ML to determine what movies to suggest to you.Introducing Glue Biscuit: A reference guide and library for building production quality AWS Glue jobs
Introducing a reference guide and library for working with AWS Glue.Getting Started with ML Part 1: Current state of AI/ML
So, AI & ML are on your roadmap, but what is the simplest way to get started? Discover a set of simple entry points to using AI, and specifically, using Machine Learning. Plus see how AutoML compares to the crowdsourced efforts of thousands of ML engineers and data scientists.Getting Started with ML Part 2: Overcoming Adoption Challenges
So, AI & ML are on your roadmap, but what is the simplest way to get started? Discover a set of simple entry points to using AI in this series. In this second part, we talk about how the AI/ML community is overcoming historical challenges to adoption.Getting Started with ML Part 3: Using AutoML
So, AI & ML are on your roadmap, but what is the simplest way to get started? Discover a set of simple entry points to using AI in this series. In this third part, we put AutoML to use and summarize where and how to get started with it.Becoming Certified in AWS Machine Learning
In March of 2019, AWS introduced their newest certification, the AWS Certified Machine Learning - Specialty certification. The certification is “intended for individuals who perform a development or data science role. It validates a candidate's ability to design, implement, deploy, and maintain machine learning (ML) solutions for given business problems.” The...Glue ETL Development with Dev Endpoint Notebooks
In this post we will go through a simple tutorial for using Dev Endpoints and notebooks for Glue ETL developmentSource Allies Takes on the WiDS 2020 Datathon
Every year the Women in Data Science initiative (WiDS) provides a datathon open to teams with an interest in data science regardless of experience. WiDS defines a datathon as a "data-focused hackathon — given a dataset and a limited amount of time, participants are challenged to use their creativity and...Analyzing Tesla Stock Volatility in R
Reading news stories about Tesla feels like watching reality TV. Broken windows, lawsuits, and funny dancing are common to both. And just like reality TV affects those who are invested in the show (I'm looking at you, The Bachelorette fans), Tesla news stories affect those who have invested in the stock....