46. How do you do machine learning on AWS?
AWS Bites21 Juli 2022

46. How do you do machine learning on AWS?

The public cloud gives you amazing machine learning powers with a low barrier to entry. Once you know where to begin, you can quickly build solutions to process images, video, text and audio, as well as structured data. In this episode we talk about the managed AI services that are available on AWS and that require zero machine learning expertise (Rekognition, Polly, Transcribe, Forecast, Personalise, Comprehend, Lex, Textract, Translate). We will also talk about services you can use to create and run your own custom models (SageMaker). We will finally cover some different use cases and some of the things you need to consider before you do machine learning in production.

In this episode, we mentioned the following resources:

- AI as a Service book https://www.manning.com/books/ai-as-a-service

- Julien Simon’s YouTube channel: https://www.youtube.com/c/juliensimonfr

- Article by MIT researchers “Amazon’s Rekognition shows gender and ethnic bias”: https://venturebeat.com/2019/01/24/amazon-rekognition-bias-mit/

- Article “One year moratorium on police use of Rekognition”: https://www.aboutamazon.com/news/policy-news-views/we-are-implementing-a-one-year-moratorium-on-police-use-of-rekognition

This episode is also available on YouTube: https://www.youtube.com/AWSBites

You can listen to AWS Bites wherever you get your podcasts:

- Apple Podcasts: https://podcasts.apple.com/us/podcast/aws-bites/id1585489017

- Spotify: https://open.spotify.com/show/3Lh7PzqBFV6yt5WsTAmO5q

- Google: https://podcasts.google.com/feed/aHR0cHM6Ly9hbmNob3IuZm0vcy82YTMzMTJhMC9wb2RjYXN0L3Jzcw==

- Breaker: https://www.breaker.audio/aws-bites

- RSS: ​​https://anchor.fm/s/6a3312a0/podcast/rss

Do you have any AWS questions you would like us to address?

Leave a comment here or connect with us on Twitter:
- https://twitter.com/eoins
- https://twitter.com/loige

Avsnitt(156)

152. Exploring Lambda Durable Functions

152. Exploring Lambda Durable Functions

AWS Lambda is fantastic for small, stateless code on demand. But when your “function” starts looking like a workflow (retries, backoff, long waits, human approvals, callbacks), classic Lambda patterns...

6 Feb 48min

151. EC2 ❤️ Lambda - Lambda Managed Instances

151. EC2 ❤️ Lambda - Lambda Managed Instances

AWS just made Lambda… less serverless. Lambda Managed Instances (Lambda MI) brings managed EC2 capacity into Lambda, and it changes the rules: environments stay warm, a single environment can handle m...

16 Jan 35min

150. Exploring All-New ECS Managed Instances (MI) Mode

150. Exploring All-New ECS Managed Instances (MI) Mode

Love AWS Fargate, but occasionally hit the “I need more control” wall (GPUs, storage, network bandwidth, instance sizing)? In this episode of AWS Bites, Eoin and Luciano put the brand-new Amazon ECS M...

28 Nov 202526min

149. Headless CMS on AWS

149. Headless CMS on AWS

We dive deep into Strapi, an open-source headless CMS that's changing how we approach content management and CRUD applications. In this episode, we explore how Strapi separates content from presentati...

18 Sep 202533min

148. Lambda and Java with Mark Sailes

148. Lambda and Java with Mark Sailes

What if “Java is too old for serverless” is the myth holding your team back in 2025?We put it to the test with Mark Sailes (ex-AWS, Java-on-Lambda expert). In this AWS Bites episode we get specific: w...

4 Sep 202546min

147. Spec coding with Kiro

147. Spec coding with Kiro

What if AWS built an IDE to rival your favorite editor? Turns out they did!In this episode of AWS Bites, we dive into Kiro, an AI centric fork of VS Code that tries to turn an empty repo and a loose i...

21 Aug 202538min

146. The AWS Product Lifecycle page

146. The AWS Product Lifecycle page

What if AWS had its own version of Killed by Google? Well… turns out it kind of does.In this episode of AWS Bites, we explore the AWS Product Lifecycle page, the official place where AWS quietly lists...

10 Juli 202515min

145. We Tried Amazon DSQL So You Don’t Have To (But You Might Want To)

145. We Tried Amazon DSQL So You Don’t Have To (But You Might Want To)

Amazon Aurora DSQL promises to bring a truly serverless experience to SQL databases. But does it actually deliver? In this episode of AWS Bites, we put Aurora DSQL to the test. We explore what makes i...

26 Juni 202528min

Populärt inom Teknik

uppgang-och-fall
elbilsveckan
market-makers
rss-elektrikerpodden
rss-laddstationen-med-elbilen-i-sverige
skogsforum-podcast
bilar-med-sladd
rss-uppgang-och-fall
natets-morka-sida
gubbar-som-tjotar-om-bilar
bosse-bildoktorn-och-hasse-p
rss-technokratin
developers-mer-an-bara-kod
rss-veckans-ai
bli-saker-podden
hej-bruksbil
rss-it-sakerhetspodden
algoritmen
vi-bilagares-podcast
rss-milpodden