Flipboard

JUNE 23, 2025

In cross-domain tests, accuracy on a science dataset improved from 35.6% Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. to 45.3%, despite being trained only on reasoning data. 📣 Want to advertise in AIM? Have a tip?

Data Engineering 73

Data Engineering Data Engineering Data Engineer Data Engineering 73

O'Reilly Media

NOVEMBER 26, 2024

Beyond the out-of-control cost, there is evidence that degrees do not map to the skills needed in today’s job market, and there’s an increasing disconnect—particularly in computer science—between the skills employers want and the skills colleges teach. And too many companies fail because they can’t question their own assumptions.

Cloud Computing 114

Cloud Computing AWS Azure Machine Learning 114

PyImageSearch

MAY 19, 2025

run_opensearch.sh Running OpenSearch Locally A script to start OpenSearch using Docker for local testing before deploying to AWS. Register the Sentence Transformer model in AWS OpenSearch: AWS users must ensure that OpenSearch can access the model before indexing. These can be used for evaluation and comparison.

K-nearest Neighbors 88

K-nearest Neighbors AWS Deep Learning Deep Learning 88

AWS Machine Learning Blog

FEBRUARY 25, 2025

The integration with Amazon Bedrock is achieved through the Boto3 Python module, which serves as an interface to the AWS, enabling seamless interaction with Amazon Bedrock and the deployment of the classification model. Take the first step in your generative AI transformationconnect with an AWS expert today to begin your journey.

Algorithm 81

Algorithm Machine Learning Machine Learning K-nearest Neighbors 81

Flipboard

JUNE 9, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. by Ankush Das It is no surprise that developers are using AI models to write their code. 📣 Want to advertise in AIM? Have a tip?

AWS 73

AWS Data Engineering Data Engineering Data Engineer 73

AWS Machine Learning Blog

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. It also uses the robust security infrastructure of AWS to maintain data privacy and regulatory compliance. Amazon API Gateway routes the incoming message to the inbound message handler, executed on AWS Lambda.

AWS 93

AWS Natural Language Processing AI AI 93

Flipboard

MAY 5, 2025

Home Table of Contents Build a Search Engine: Setting Up AWS OpenSearch Introduction What Is AWS OpenSearch? What AWS OpenSearch Is Commonly Used For Key Features of AWS OpenSearch How Does AWS OpenSearch Work? Why Use AWS OpenSearch for Semantic Search? Looking for the source code to this post?

AWS 119

AWS Clustering Deep Learning Deep Learning 119

Hacker News

JULY 1, 2025

I've created docker containers from scratch and set up AWS Fargate and all the related services to run them and connect them to a public IP address. I hold a Master’s in Computer Science and have published research in AI. Proficient in Python, Java, React, AWS, Snowflake, and distributed systems.

Python 69

Python AWS SQL ML 69

Flipboard

JUNE 30, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. 📣 Want to advertise in AIM? Have a tip? Million in Seed Funding Led by Lightspeed HCLTech, OpenAI Partner to Drive Enterprise-Scale AI Adoption Baidu’s ERNIE 4.5

AI 65

AI AI AWS Data Scientist 65

Flipboard

JULY 12, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, and Cloud. As GenAI improves at delivering code, the best developers may not be the fastest builders, but rather the most profound thinkers who retain their curiosity and critical thinking. Have a tip?

AI 170

AI AI Data Engineering Data Engineering 170

AWS Machine Learning Blog

APRIL 30, 2025

This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit. Il Sole 24 Ore leveraged its vast internal knowledge with a Retrieval Augmented Generation (RAG) solution powered by AWS.

AWS 68

AWS AI AI Machine Learning 68

Flipboard

APRIL 1, 2025

To improve factual accuracy of large language model (LLM) responses, AWS announced Amazon Bedrock Automated Reasoning checks (in gated preview) at AWS re:Invent 2024. For example, AWS customers have direct access to automated reasoning-based features such as IAM Access Analyzer , S3 Block Public Access , or VPC Reachability Analyzer.

AWS 165

AWS AI AI Computer Science 165

Flipboard

JULY 25, 2025

Book here Ankush Das I am a tech aficionado and a computer science graduate with a keen interest in AI, Coding, Open Source, Global SaaS, and Cloud. 📣 Want to advertise in AIM? Have a tip?

AWS 65

AWS AI AI Data Engineering 65

PyImageSearch

MAY 12, 2025

Home Table of Contents Build a Search Engine: Deploy Models and Index Data in AWS OpenSearch Introduction What Will We Do in This Blog? However, we will also provide AWS OpenSearch instructions so you can apply the same setup in the cloud. This is useful for running OpenSearch locally for testing before deploying it on AWS.

AWS 71

AWS K-nearest Neighbors Deep Learning Deep Learning 71

Flipboard

JUNE 18, 2025

1: Andrew Ng He is the co-founder of Coursera and founder of DeepLearning.AI , and an Adjunct Professor at Stanford University’s Computer Science Department. Miller Allie is the former Global Head of Machine Learning Business Development for Startups and Venture Capital at AWS, Allie is a prominent AI strategist and advisor.

AI 103

AI AI Machine Learning Machine Learning 103

ODSC - Open Data Science

MARCH 18, 2025

Allen Downey, PhD, Principal Data Scientist at PyMCLabs Allen is the author of several booksincluding Think Python, Think Bayes, and Probably Overthinking Itand a blog about data science and Bayesian statistics. in computer science from the University of California, Berkeley; and Bachelors and Masters degrees fromMIT.

Data Science 64

Data Science Machine Learning Machine Learning Data Scientist 64

Flipboard

JUNE 25, 2025

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AI 119

AI AI Data Engineering Data Engineering 119

Hacker News

JULY 1, 2025

On the backend we're using 100% Go with AWS primitives. Stack : Python/Django, JavaScript, VueJS, PostgreSQL, Snowflake, Docker, Git, AWS, AI/LLM integrations (OpenAI & Gemini). We value super strongly transparency, do open books, have a public roadmap, and contribute to the EFF. All on Serverless AWS.

Python 100

Python AWS ML ML 100

Hacker News

JUNE 29, 2025

books, courses, etc) reply jesse__ 8 hours ago | root | parent | next [–] Voxel engines are interesting because they're very much an area of active research. reply wtf242 18 hours ago | prev | next [–] Still working on my books site https://thegreatestbooks.org that I started in 2008. Is it using ESPHome?

AI 91

AI AI Database Python 91

AWS Machine Learning Blog

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

AWS 95

AWS Natural Language Processing Machine Learning Machine Learning 95

AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in AWS involves a series of trade-offs between resources, time, customer expectation, and business outcome. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS.

AWS 115

AWS ML ML Machine Learning 115

AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Custom Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build a secure, efficient, and reliable IDP solution on AWS.

AWS 116

AWS ML ML Machine Learning 116

AWS Machine Learning Blog

JUNE 18, 2024

Some examples include extracting players and positions in an NFL game summary, products mentioned in an AWS keynote transcript, or key names from an article on a favorite tech company. We extract the default generic entities through the AWS SDK for Python (Boto3) as follows: import pandas as pd comprehend_client = boto3.client("comprehend")

AWS 126

AWS Natural Language Processing Machine Learning Machine Learning 126

AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Lens is intended for all AWS customers who use AWS to run intelligent document processing (IDP) solutions and are searching for guidance on how to build secure, efficient, and reliable IDP solutions on AWS. AWS might periodically update the service limits based on various factors.

AWS 118

AWS ML ML Machine Learning 118

AWS Machine Learning Blog

NOVEMBER 22, 2023

The AWS Well-Architected Framework provides a systematic way for organizations to learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. These resources introduce common AWS services for IDP workloads and suggested workflows.

AWS 117

AWS ML ML Machine Learning 117

AWS Machine Learning Blog

MARCH 28, 2024

For more information on Mixtral-8x7B Instruct on AWS, refer to Mixtral-8x7B is now available in Amazon SageMaker JumpStart. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. The Mixtral-8x7B model is made available under the permissive Apache 2.0

AWS 135

AWS Machine Learning Machine Learning AI 135

AWS Machine Learning Blog

NOVEMBER 22, 2023

The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS. The IDP Well-Architected Custom Lens outlines the steps for performing an AWS Well-Architected review, and helps you assess and identify the risks in your IDP workloads.

AWS 113

AWS ML ML Machine Learning 113

Flipboard

NOVEMBER 24, 2023

In this post, we show you how SnapLogic , an AWS customer, used Amazon Bedrock to power their SnapGPT product through automated creation of these complex DSL artifacts from human language. SnapLogic background SnapLogic is an AWS customer on a mission to bring enterprise automation to the world.

Database 158

Database AWS ETL SQL 158

AWS Machine Learning Blog

MARCH 29, 2024

The Amazon Lex fulfillment AWS Lambda function retrieves the Talkdesk touchpoint ID and Talkdesk OAuth secrets from AWS Secrets Manager and initiates a request to Talkdesk Digital Connect using the Start a Conversation API. In your AWS account, store the two secrets in Secrets Manager. US East (N.

AWS 121

AWS Computer Science AI AI 121

AWS Machine Learning Blog

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. The web application front-end is hosted on AWS Amplify.

AWS 123

AWS AI AI Data Silos 123

AWS Machine Learning Blog

JULY 10, 2025

Prerequisites To get started with SageMaker HyperPod observability, you first need to enable AWS IAM Identity Center to use Amazon Managed Grafana. In his free time, he enjoys playing video games, reading books, and writing software. Eric Saleh is a Senior GenAI Specialist at AWS, focusing on foundation model training and inference.

Clustering 80

Clustering AWS Machine Learning ML 80

AWS Machine Learning Blog

SEPTEMBER 11, 2024

Examples of other PBAs now available include AWS Inferentia and AWS Trainium , Google TPU, and Graphcore IPU. Around this time, industry observers reported NVIDIA’s strategy pivoting from its traditional gaming and graphics focus to moving into scientific computing and data analytics.

AWS 113

AWS ML ML Clustering 113

AWS Machine Learning Blog

APRIL 4, 2023

AWS provides various services catered to time series data that are low code/no code, which both machine learning (ML) and non-ML practitioners can use for building ML solutions. Irvine, CA: University of California, School of Information and Computer Science. Chong En Lim is a Solutions Architect at AWS.

Clustering 101

Clustering ML ML AWS 101

AWS Machine Learning Blog

SEPTEMBER 12, 2023

Solution overview Scalable Capital’s ML infrastructure consists of two AWS accounts: one as an environment for the development stage and the other one for the production stage. The following diagram shows the workflow for our email classifier project, but can also be generalized to other data science projects. Use Version 2.x

Data Science 129

Data Science Data Scientist AWS ML 129

AWS Machine Learning Blog

FEBRUARY 6, 2023

As an AWS Partner, Talkdesk is using AI capabilities like Amazon Transcribe , a speech-to-text service, with the Talkdesk Agent Assist and Talkdesk Customer Experience Analytics products across a number of languages and accents. The connector was built by using the Amazon Lex Model Building API with the AWS SDK for Java 2.x.

AWS 96

AWS AI AI Natural Language Processing 96

AWS Machine Learning Blog

AUGUST 14, 2023

Amazon OpenSearch OpenSearch Service is a fully managed service that makes it simple to deploy, scale, and operate OpenSearch in the AWS Cloud. Prerequisites The first thing to do before we can use any AWS services is to make sure we have signed up for and created an AWS account.

AWS 97

AWS Database AI AI 97

AWS Machine Learning Blog

JULY 10, 2024

You can now fine-tune Anthropic Claude 3 Haiku in Amazon Bedrock in a preview capacity in the US West (Oregon) AWS Region. Prerequisites To use this feature, make sure you have satisfied the following requirements: An active AWS account. To request access to the preview, contact your AWS account team or submit a support ticket.

AWS 131

AWS AI AI ML 131