Three Ways of Performing Sentiment Analysis, Data-Centric AI, and Resilient Intelligent Systems
Three Ways of Performing Sentiment Analysis
In this post, we’ll demonstrate how simple word count and weighted word count techniques can achieve impressive performance on a sentiment analysis task.
A Recap of Our Interview with Alex Ratner on Data-Centric AI
We recently spoke with Alex Ratner of Snorkel AI and the University of Washington about data-centric AI and some best practices. Read the interview summary here!
Preliminary Results for Our State of Machine Learning Survey
Our recent machine learning survey has gotten a good amount of responses so far, and here are some of the early results.
A Primer on Resilient Intelligent Systems
In this post, we will go over several common challenges that arise when designing resilient intelligence systems, including ways of overcoming them.
ODSC West is just a few weeks away. Don’t miss your last chance to save 20% on any virtual or in-person conference pass.
How to Connect Azure Synapse Analytics to Power BI
Here’s how you can load your data into Azure Synapse Analytics, prepare it, and connect it to Power BI for visualization.
How Much do Data Scientists Make in 2022?
We took a look at various sources to see what data scientists and related roles make in 2022, and what skills are needed to get there.
Microsoft Introduces Designer Which Allows You to Use Text-to-Image Tech in-App
Microsoft has recently released Designer, a tool that will allow people to create text-to-image ideas in other Microsoft apps using DALL-E 2.
AI Used to Create a Fake Podcast with Joe Rogan and Steve Jobs
An AI-generated episode of the popular podcast Joe Rogan Experience went live with the late co-founder and former CEO of Apple, Steve Jobs.
UK’s House of Lords Hosts AI-Powered Robot, Ai-Da
Recently, the Ai-Da Robot sat down to answer questions at the upper chamber of the Parlement for an inquiry into technology and creativity.
More AI Solutions Coming to the ODSC West AI Expo & Demo Hall
The ODSC West AI Expo & Demo Hall is coming up this November, so register for free now to check out these new AI solutions and services.
How to Attend ODSC West 2022 For Free
There are plenty of ways to attend ODSC West this November for free, such as by applying for a scholarship or checking out the free AI Expo & Demo Hall.
Up Your Game: Register for the TechCrunch x iMerit ML DataOps Summit 2022
Join 2,000+ data scientists, engineers, and ML professionals virtually at the ML DataOps Summit on Nov. 8 to hear from leaders at the forefront of deploying ML DataOps solutions that power ML and AI. Don’t miss speakers from Microsoft, Meta, DoorDash, Salesforce, Zoox, Capital One, Glassdoor, and more! Join for free.
Video of the Week: Analyzing the Chemistry of Data
Should data be treated like dangerous chemicals? Individual data elements may be inert, but when combined, they can create a toxic mix. Data security doesn’t involve just securing data at rest or in transit. It also needs to be secured in use — which means that at any point, the characteristics of the data can change, also known as a ‘data event’. Join Wendy Nather to understand the traits that determine how volatile or inert your data is, and the key formulas to remember for making sure your data doesn’t blow up in your face.
Upcoming Webinars:
Lightning Interview “Continual Learning Systems”
Fri, Oct 21, 2022, 1:00PM EST
Josh Tobin is the founder and CEO of Gantry. Previously, Josh worked as a deep learning & robotics researcher at OpenAI and as a management consultant at McKinsey. He is also the creator of Full Stack Deep Learning (fullstackdeeplearning.com), the first course focused on the emerging engineering discipline of production machine learning. Josh did his PhD in Computer Science at UC Berkeley advised by Pieter Abbeel.
Overcoming Challenges of Movement Data Quality to Enable High-Fidelity Use Case
Tue, Nov 8, 2022, 12:00 PM — 1:00 PM EST
Getting movement data right is hard. When businesses get location wrong, they lose customers’ trust, delivering suboptimal experiences and irrelevant information. For this reason, it is critically important to get movement data right, while preserving consumer privacy. Join us for a webinar where Gabriel Durkin, Director of Data Science at Foursquare, will share practical guidance for overcoming challenges of movement data quality.
“Build a Career in Data Science” — an Interview with Emily Robinson
Weds, Nov 9, 2022, 1:00 PM EST
You are going to need more than technical knowledge to succeed as a data scientist. “The Build a Career in Data Science” book whose co-author is Emily Robinson teaches you what school leaves out: from how to land your first job, to the lifecycle of a data science project, and even how to become a manager. Emily regularly gives talks across the country on A/B testing, programming in R, and data science careers.
Create Multi-Stage, NLP Pipelines Quickly and Easily Using Azure Cognitive Services
Thu, Nov 10, 2022, 12:00 PM — 1:00 PM EST
Most document processing applications will use more than one stage or AI Model. The ‘proof of concept’ phase can be time-consuming when trying to test various algorithms on your own data. This presentation aims to provide the guidance and resources to generate a multi-stage, cognitive pipeline in hours.
Wed, Nov 30, 2022, 12:00 PM — 1:00 PM EST
In this talk, you’ll learn how to automatically allocate cloud instances (AWS, Azure, GCP) to train ML models, automatically shut the instance down when training is over, automatically generate reports with graphs and tables in pull/merge requests to summarize your model’s performance using any visualization library, and more.
