DataRobot

JUNE 18, 2019

In 2012, DataRobot co-founders Jeremy Achin and Tom de Godoy recognized the profound impact that AI and machine learning could have on organizations, but that there wouldn’t be enough data scientists to meet the demand.

Machine Learning 73

Machine Learning Data Science Optimization Modeling 73

AWS Big Data

MARCH 11, 2024

The trust policy should look like the following code: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": "sts:AssumeRole", "Principal": { "AWS": "arn:aws:iam::9876543210:role/MyRedshiftRole" } } ] } Sign in to the Amazon Redshift console as account A.

Analytics 65

Analytics Data Warehouse Optimization Metrics 65

AWS Big Data

APRIL 10, 2024

Customers across industries are becoming more data driven and looking to increase revenue, reduce cost, and optimize their business operations by implementing near real time analytics on transactional data, thereby enhancing agility. In the Instance configuration section , select Memory optimized classes.

Data Warehouse 94

Data Warehouse Analytics Metrics Snapshot 94

AWS Big Data

JUNE 28, 2023

read replicas, federated query, analytics accelerators) Move the data to a data store optimized for running analytical queries such as a data warehouse The zero-ETL integration is focused on simplifying the latter approach. For Available versions , choose Aurora MySQL 3.03.1 (or or higher). For Templates , select Production.

Data Warehouse 87

Data Warehouse Analytics Metrics Dashboards 87

AWS Big Data

MARCH 7, 2024

At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. Cold storage is optimized to store infrequently accessed or historical data. Organizations often need to manage a high volume of data that is growing at an extraordinary rate.

Data Lake 115

Data Lake Analytics Dashboards Metrics 115

AWS Big Data

OCTOBER 25, 2023

To optimize S3 storage costs, create a lifecycle configuration on the S3 bucket to transition the VPC flow logs to different tiers or expire processed logs. Also, a prefix is added to help with partitioning and query optimization when reading a collection of files using Athena. Athena is priced per data scanned.

Analytics 122

Analytics Data Processing Optimization Metrics 122

AWS Big Data

NOVEMBER 13, 2023

With MSK Serverless, you can run your applications without having to provision, configure, or optimize clusters, and you pay for the data volume you stream and retain. You can run your applications without having to configure and manage the infrastructure or optimize clusters, and you pay for the data volume you stream and retain.

Cost-Benefit 79

Cost-Benefit Management Optimization Consulting 79

AWS Big Data

FEBRUARY 28, 2024

He primarily focuses on modern applications with microservice software patterns, and advocates for implementing robust CI/CD practices to optimize the software delivery lifecycle for customers. cd osis-pipeline-terraform-example Create the Terraform configuration Create a file to define the AWS resources. touch main.tf

Metrics 65

Metrics Management Software Testing 65

CIO Business Intelligence

JANUARY 3, 2023

He joined the league in 2012 as its first sustainability director with a mandate to find ways to embed sustainable business practices across the league and its member clubs. Sustainability is all about innovation and business optimization. So, we use a lot of energy, a lot of resources, to play on a frozen water sheet.”

Metrics 138

Metrics Measurement Recreation/Entertainment Data Collection 138

AWS Big Data

AUGUST 31, 2023

For optimal performance, partitions should be distributed across many compute units for parallel processing. If your OpenSearch Ingestion pipeline resides in an account different from your MSK cluster, you will need a second section to allow this pipeline.

Testing 108

Testing Data Processing Dashboards Management 108

Smart Data Collective

JUNE 30, 2022

Geoffrey Moore tweeted about this in 2012 when he said: “Without big data analytics, companies are blind and deaf, wandering out onto the Web like deer on a freeway.”. Instagram has a sophisticated data analytics platform that makes it easier for advertisers to optimize their strategies for the highest possible ROI.

Data-driven 109

Data-driven Marketing Strategy Big Data 109

O'Reilly on Data

APRIL 23, 2024

Instead of continuing to deploy their attention optimization algorithms for their users’ and suppliers’ benefit, the tech giants began to use them to favor themselves. By the end of 2012, it was up to 82%. But over time, something went very wrong. The market was maturing.

Advertising 265

Advertising Cost-Benefit Marketing Risk 265

Sisense

JANUARY 7, 2020

In the time since that announcement, our team has been working extremely hard to combine technologies, customer bases, and internal operations into a single organization that achieves the goal we set out to accomplish in 2012. Recently, that merger matured to a point where we felt it necessary to change the way we talk about the products.

Experimentation 93

Experimentation Optimization Data Analytics Marketing 93

Cloudera

NOVEMBER 17, 2021

There’s recognition that it’s nearly impossible to find the unicorn data scientist that was the apple of every CEO’s eye in 2012. TPOT is a library for performing sophisticated search over whole ML pipelines, selecting preprocessing steps and algorithm hyperparameters to optimize for your use case.

Machine Learning 123

Machine Learning Visualization Data Science Metrics 123

CIO Business Intelligence

JUNE 7, 2022

We are focused on differentiated use cases that will help you optimize the efficacy of your security efficiently, while detecting a new dimension of global attackers not previously seen. With Anomali, you don’t just stop the attack, you stop the attacker.

Marketing 83

Marketing Machine Learning Dashboards Software 83

O'Reilly on Data

SEPTEMBER 19, 2023

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. People familiar with optimization algorithms will recognize this as a twist on simulated annealing: start with random parameters and attributes, and narrow that scope over time.) Those algorithms packaged with scikit-learn?

Machine Learning 243

Machine Learning Testing Modeling Cost-Benefit 243

CIO Business Intelligence

MARCH 10, 2022

Fujitsu remains very much interested in the mainframe market, with a new model still on its roadmap for 2024, and a move under way to “shift its mainframes and UNIX servers to the cloud, gradually enhancing its existing business systems to optimize the experience for its end-users.”

Sales 116

Sales Testing Experimentation Data Processing 116

IBM Big Data Hub

AUGUST 9, 2023

For many companies, however, their applications are their business, and the lack of an observability framework can limit their ability to diagnose issues and optimize systems in a timely manner. The problem with this misconception is that it can deter smaller organizations or teams from adopting observability practices.

Metrics 62

Metrics Interactive Software Data-driven 62

Mark Raskino

NOVEMBER 1, 2021

Here are five reasons the tech optimism has been thrashed out of me on the idea of mass business VR, and I argue it just isn’t going to happen anytime soon. Here’s an interesting historic fact – six months after the iPad came out, over 40% of CEOs were using one in their job ( Gartner CEO survey 2012, paywall ). CEOs are not using it.

Visualization 122

Visualization Software Interactive Optimization 122

IBM Big Data Hub

MARCH 29, 2024

Here, we dissect those differences and discuss how businesses can use REST and GraphQL APIs to optimize their networks. GraphQL GraphQL is a query language and API runtime that Facebook developed internally in 2012 before it became open source in 2015. However, they differ significantly in how they manage data traffic.

Interactive 74

Interactive Digital Transformation Management Optimization 74

CIO Business Intelligence

JUNE 1, 2022

The concept of a time crystal was first offered in 2012 by Frank Wilczek, a theoretical physicist, mathematician, and Nobel laureate. . To create a productive, cost-effective analytics strategy that gets results, you need high performance hardware that’s optimized to work with the software you use.

Deep Learning 79

Deep Learning Snapshot Optimization Data Quality 79

AWS Big Data

MARCH 21, 2024

The data becomes available in Amazon Redshift within seconds, allowing you to use the analytics features of Amazon Redshift and capabilities like data sharing, workload optimization autonomics, concurrency scaling, machine learning, and many more. For DB instance identifier , enter zero-etl-source-rms. Choose Create policy.

Data Warehouse 89

Data Warehouse Metrics Statistics Optimization 89

IBM Big Data Hub

JULY 19, 2023

The exponential leap in generative AI is already transforming many industries: optimizing workflows , helping human teams focus on value added tasks and accelerating time to market. Supply Chain: Demand forecasting, supply chain optimization, risk assessment and mitigation. Why IBM Consulting for generative AI on AWS?

Consulting 60

Consulting Machine Learning Manufacturing Optimization 60

AWS Big Data

MARCH 13, 2024

This method uses GZIP compression to optimize storage consumption and query performance. Firehose delivery stream – The second approach uses a Firehose delivery stream to buffer and batch the incoming positional updates, before storing them in an S3 bucket without modification. The following code is the input paths map: { EventType: $.detail.EventType

Analytics 96

Analytics IoT Metadata Internet of Things 96

AWS Big Data

SEPTEMBER 6, 2023

To reduce latency, reduce cold start times for Java by changing the tiered compilation level to 1, as described in Optimizing AWS Lambda function performance for Java. Provisioned concurrency ensures that polling Lambda functions don’t need to warm up before requests arrive.

Testing 99

Testing Metadata Cost-Benefit Management 99

AWS Big Data

AUGUST 28, 2023

By converting logs and events using Open Cybersecurity Schema Framework , an open standard for storing security events in a common and shareable format, Security Lake optimizes and normalizes your security data for analysis using your preferred analytics tool. In the Specify permissions section, choose JSON to open the policy editor.

Dashboards 52

Dashboards Visualization Metadata Management 52

AWS Big Data

MARCH 12, 2024

Replace the placeholder with the S3 bucket name you created earlier: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": "s3:GetObject", "Resource": [ "arn:aws:s3::: /*" ] } ] } Next, we create one of the AWS Glue ETL jobs, ruleset-5. On the AWS Glue console, under ETL jobs in the navigation pane, choose Visual ETL.

Data Quality 91

Data Quality Measurement Testing Visualization 91

datapine

SEPTEMBER 27, 2022

This piece, published in 2012, offers a step-to-step guide on everything related to SQL. 14) “High-Performance MySQL: Optimization, Backups, and Replication” by Baron Schwartz, Peter Zaitsev, and Vladimir Tkachenko. 4) “SQL Performance Explained” by Markus Winand. Would highly recommend for SQL experts.”.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

Sisense

JULY 23, 2021

London 2012 signaled the start of the Games organizers evolving the way they collect and manage data. “We’ve We are focused on unpicking them, really analyzing them to understand what they tell us about Games optimization.”. >>>Infused analytics can help evolve every part of your business.

Unstructured Data 105

Unstructured Data Internet of Things Data-driven Data Processing 105

Cloudera

SEPTEMBER 8, 2020

It is currently at 0.3% (2016-2018) down from 6% in the period from 2010 – 2012, and this is now no longer where they are seeing the future growth and potential. In many established markets, traditional sources of revenue are either plateauing or declining relatively rapidly. . In the US for example, mobile revenue growth has stagnated.

IoT 68

IoT Internet of Things B2B Data-driven 68

Smart Data Collective

APRIL 20, 2023

In 2012, we wrote this article on using big data for market research , which you may want to look at. doing this, you can refine your strategy and optimize your content in order to achieve better results. In this way, you can produce engaging, relevant, and valuable content.

Marketing 78

Marketing Strategy Big Data ROI 78

Insight

DECEMBER 18, 2019

In my last post , we went back to the year 1943, tracking neural network research from the McCulloch & Pitts paper , “ A Logical Calculus of Ideas Immanent in Nervous Activity ” to 2012, when “ AlexNet ” became the first CNN architecture to win the ILSVRC. Each variant is called an “optimizer.” the cost function). Figure 8?—?Several

Optimization 85

Optimization Machine Learning Testing Visualization 85

Occam's Razor

DECEMBER 3, 2012

We like to believe that all there is to digital marketing is to do some search engine optimization, send out an email blast every once in a while, get our agency to create a flash-heavy "brand experience" website, or slap together a mobile app in the corporate-approved shade of eggshell white. So what do you have?

Marketing 147

Marketing Advertising Strategy Optimization 147

AWS Big Data

OCTOBER 23, 2023

Running SQL on data lakes is fast, and Athena provides an optimized, Trino- and Presto-compatible API that includes a powerful optimizer. To provide this access, you can add the following inline policy to the AWS Identity and Access Management (IAM) role attached to the workgroup, providing the region and your account number.

Data Lake 104

Data Lake Visualization Optimization Interactive 104

AWS Big Data

OCTOBER 31, 2023

Customers rely on data from different sources such as mobile applications, clickstream events from websites, historical data, and more to deduce meaningful patterns to optimize their products, services, and processes. This blog post is co-written with James Sun from Snowflake. On the Trust relationships tab, choose Edit trust relationship.

Data Processing 92

Data Processing Management Publishing Testing 92

Cloudera

NOVEMBER 15, 2021

months since 2012. This is much higher than the rate between 1959 and 2012, when requirements doubled only every 2 years, roughly matching the growth rate of computational power itself (as measured by the number of transistors, Moore’s law ).

Unstructured Data 88

Unstructured Data Recreation/Entertainment Structured Data Reporting 88

AWS Big Data

JUNE 6, 2023

Founded in 2012, SumUp is the financial partner for more than 4 million small merchants in over 35 markets worldwide, helping them start, run and grow their business. AWS Glue gave us a cost-efficient option to migrate the data and we further optimized storage cost by pruning cold data.

Analytics 55

Analytics Data Lake Testing Optimization 55