Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 133

Visualization Optimization Analytics Testing 133

AWS Big Data

AUGUST 21, 2023

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. In the Code section, choose Test. Choose Next.

Metrics 94

Metrics Testing Strategy Metadata 94

Smart Data Collective

SEPTEMBER 17, 2020

Nowadays, terms like ‘Data Analytics,’ ‘Data Visualization,’ and ‘Big Data’ have become quite popular. In this modern age, each business entity is driven by data. Data analytics are now very crucial whenever there is a decision-making process involved. The Role of Big Data.

Big Data 141

Big Data Finance Risk Management Risk 141

Smart Data Collective

APRIL 5, 2021

With individuals and their devices constantly connected to the internet, user data flow is changing how companies interact with their customers. Big data has become the lifeblood of small and large businesses alike, and it is influencing every aspect of digital innovation, including web development. What is Big Data?

Big Data 107

Big Data IT Data-driven Sales 107

AWS Big Data

MARCH 12, 2024

Our relentless pursuit of valuable insights from data fuels our business decisions and ensures customer satisfaction. Our commitment to efficiency is unwavering, and we’ve undertaken an exciting initiative to optimize our batch processing jobs. PB of data from its data center to EMR on EC2.

Cost-Benefit 100

Cost-Benefit Optimization Big Data Metrics 100

Smart Data Collective

DECEMBER 9, 2021

Big data technology has transformed the web design and e-commerce professions in recent years. Big data has been especially valuable in the field of user experience optimization. Big data has been especially valuable in the field of user experience optimization. Big Data is Vital to UX Design.

Big Data 132

Big Data Visualization Data-driven Optimization 132

Smart Data Collective

AUGUST 16, 2021

Crazy Egg, Google Analytics, Voluum and other analytics tools make it a lot easier to create a well-optimized and profitable business. Factors to Evaluate with Your Analytics Data. Analytics data can be very useful for companies trying to create profitable online business models. Another vital metric is the conversion rate.

Metrics 129

Metrics Analytics Cost-Benefit Sales 129

AWS Big Data

MARCH 19, 2024

In this post, we will discuss two strategies to scale AWS Glue jobs: Optimizing the IP address consumption by right-sizing Data Processing Units (DPUs), using the Auto Scaling feature of AWS Glue, and fine-tuning of the jobs. Now let us look at the first solution that explains optimizing the AWS Glue IP address consumption.

Optimization 96

Optimization Data-driven Management Testing 96

Occam's Razor

APRIL 8, 2013

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

AWS Big Data

SEPTEMBER 14, 2023

The time a sub-task spends waiting for all barriers to arrive is measured by the checkpoint Alignment Duration metric, which can be observed in the Apache Flink UI. If the application experiences backpressure, an increase in this metric could lead to longer checkpoint durations and even checkpoint failures due to timeouts.

Snapshot 94

Snapshot Broadcasting Optimization Management 94

AWS Big Data

MAY 16, 2024

These settings allow Amazon MWAA to automatically scale up the Airflow web server when demand increases and scale down conservatively when demand decreases, optimizing resource usage and cost. Trigger auto scaling programmatically After you configure auto scaling, you might want to test how it behaves under simulated conditions.

Testing 94

Testing Interactive Metrics Management 94

AWS Big Data

NOVEMBER 2, 2023

Solution overview GoDaddy’s intelligent compute platform envisions simplification of compute operations for all personas, without limiting power users, to ensure out-of-box cost and performance optimization for data and ML workloads. The following diagram shows a high-level illustration of the intelligent compute platform vision.

Cost-Benefit 95

Cost-Benefit Big Data Testing Optimization 95

Smart Data Collective

OCTOBER 21, 2021

Big data has touched almost every facet of our lives. It should be no surprise that the video gaming industry has been heavily influenced by developments in data technology. There are a number of potential opportunities to utilize big data in video games. This is proving to be a gamechanger in the industry.

Big Data 130

Big Data Testing Advertising Cost-Benefit 130

AWS Big Data

APRIL 16, 2024

xlarge 8 vCPUs / 24 GB 4 vCPUs / 12 GB 40 tasks (default) Up to 2000 mw1.2xlarge 16 vCPUs / 48 GB 8 vCPUs / 24 GB 80 tasks (default) Up to 4000 With the introduction of these larger environments, your Amazon Aurora metadata database will now use larger, memory-optimized instances powered by AWS Graviton2.

Metadata 104

Metadata Metrics Testing Management 104

AWS Big Data

MARCH 27, 2024

Proof of concept overview A proof of concept (POC) is a process that uses representative data to validate whether a technology or service fulfills a customer’s technical and business requirements. Complete the implementation tasks such as data ingestion and performance testing. Analyze the data and then optimize as necessary.

Testing 105

Testing Data Warehouse Metrics Cost-Benefit 105

datapine

MARCH 8, 2021

We’ve delved into the impact of big data in healthcare. Healthcare reports can help reduce errors, enhance the acquisition of vital patient data, reduce needless expenditure, and improve healthcare processes exponentially. Your Chance: Want to test a healthcare reporting software for free? Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

AWS Big Data

MARCH 12, 2024

AWS Glue Data Quality is built on DeeQu , an open source tool developed and used at Amazon to calculate data quality metrics and verify data quality constraints and changes in the data distribution so you can focus on describing how data should look instead of implementing algorithms.

Data Quality 97

Data Quality Measurement Testing Visualization 97

Smart Data Collective

APRIL 21, 2022

We have pointed out in the past that big data offers a number of benefits for online commerce. One of the most important benefits of data analytics pertains to optimizing websites for a good user experience. User experience optimization (UX) is becoming more important than ever. Adobe Lightroom is a great example.

Data Analytics 116

Data Analytics Analytics Big Data Machine Learning 116

IBM Big Data Hub

DECEMBER 18, 2023

Real User Monitoring (RUM) data is information about how people interact with online applications and services. RUM data is a critical component of optimizing the performance of online applications and services. Are there alternatives to RUM data? Does that imply that there are “fake” user metrics as well?

IT 69

IT Metrics Optimization Testing 69

IBM Big Data Hub

MAY 17, 2024

Organizations face increased pressure to move to the cloud in a world of real-time metrics, microservices and APIs, all of which benefit from the flexibility and scalability of cloud computing. Most importantly, the organization has now created repeatable processes for moving apps, workstreams and data to the cloud. Why move to cloud?

Modeling 81

Modeling Cost-Benefit Optimization Digital Transformation 81

Sisense

MARCH 4, 2019

The world of data is now the world of Big Data. We produce more and more data every day and the datasets being generated are getting more and more complex. Approximate Query Processing (AQP) removes the need to query the entire Big Data set and serves up usable results rapidly. Evaluation and Distribution.

Big Data 68

Big Data Data Analytics Analytics IoT 68

datapine

OCTOBER 21, 2020

Big data has changed the way we manage, analyze, and leverage data across industries. One of the most notable areas where data analytics is making big changes is healthcare. In this article, we’re going to address the need for big data in healthcare and hospital big data: why and how can it help?

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

AWS Big Data

MARCH 14, 2024

VMware Tanzu CloudHealth is the cloud cost management platform of choice for more than 20,000 organizations worldwide, who rely on it to optimize and govern their largest and most complex multi-cloud environments. It also showcased how the chosen setup accelerates data transfer, optimizing both time and resources.

Management 116

Management Insurance Optimization Strategy 116

AWS Big Data

JUNE 14, 2023

This post focuses on how to properly size your MSK tiered storage cluster, which metrics to monitor, and the best practices to consider when running a production workload. In practice, the workloads may be bottlenecked by other broker resources like CPU, memory, and disk, so it’s important to do load tests.

Metrics 87

Metrics Cost-Benefit Testing Optimization 87

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. This makes it possible to then use watsonx.governance to evaluate the quality of the output, using metrics such as ROUGE, METEOR and perplexity scores while using HAP guardrails to eliminate any hate, abuse or profanity content. ” Watsonx.ai

Management 85

Management IT Machine Learning Metrics 85

Smart Data Collective

MARCH 30, 2021

A data-driven approach allows companies of any scale to develop SEO and marketing strategies based not on the opinion of individual marketers but on real statistics. Big data helps better understand your customers, adjust your strategy according to the obtained results, and even decide on the further development of your product line.

Data-driven 91

Data-driven Sales Big Data Marketing 91

IBM Big Data Hub

NOVEMBER 29, 2023

They are already identifying and exploring several real-life use cases for synthetic data, such as: Generating synthetic tabular data to increase sample size and edge cases. You can combine this data with real datasets to improve AI model training and predictive accuracy.

Metrics 87

Metrics Machine Learning Risk Statistics 87

Smart Data Collective

MAY 28, 2022

Fortunately, companies can use big data to optimize their business models. for every $1 they invest in data analytics. One of the most important ways for brands to improve their profitability with data analytics is through conversion rate optimization. Use Data Analytics to Optimize Your Landing Pages.

Data Analytics 106

Data Analytics Analytics Data mining ROI 106

IBM Big Data Hub

MAY 7, 2024

The journey begins with an understanding of the client’s current infrastructure, applications and data to determine the feasibility and requirements for migrating to the cloud. This enables clients to help accelerate their time to value and transition to Day Two services for a seamless experience.

Risk 62

Risk Metrics Sales Testing 62

IBM Big Data Hub

DECEMBER 18, 2023

We also use the onboarding process to optimize your authoritative DNS, so you hit the ground running. We’ve done “emergency” migrations in as little as a day, but generally, we prefer a few weeks to allow customers time to test various functions as thoroughly as they’d like.

Risk 77

Risk Metrics Optimization Testing 77

Smart Data Collective

OCTOBER 5, 2021

The utilization of analytics and big data in the marketing industry has played a massive role in this robust growth. Therefore, you are going to need to use big data and PPC together to get the best return on your investment. 5 Ways to Use Data Analytics Ensure Your PPC Campaign is Generating Leads.

Analytics 119

Analytics Marketing ROI Testing 119

AWS Big Data

FEBRUARY 6, 2023

Additionally, a TCO calculator generates the TCO estimation of an optimized EMR cluster for facilitating the migration. For optimizing EMR cluster cost effectiveness, the following table provides general guidelines of choosing the proper type of EMR cluster and Amazon Elastic Compute Cloud (Amazon EC2) family.

Dashboards 79

Dashboards Optimization Data Lake Cost-Benefit 79

AWS Big Data

MAY 23, 2024

In addition, logs, metrics, application tags, application configurations, VPCs, and other settings are retained between version upgrades. The next recommended step is to test your application locally with the newly upgraded Apache Flink runtime. You don’t need to create a new application in order to upgrade in-place.

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Smart Data Collective

MARCH 5, 2021

A growing number of companies are using data analytics to reach customers through virtually every channel, including email. Digital marketing is getting more competitive with each passing day, but small businesses can still rely on a time-tested channel: email marketing. This is an even more important reason to use data analytics.

Marketing 143

Marketing Data Analytics Analytics ROI 143

AWS Big Data

MAY 25, 2023

Picture a scenario where you, the VP of Data and Analytics, are in charge of your data and analytics environments and workloads running on AWS where you manage a team of data engineers and analysts. This team is allowed to create AWS Glue for Spark jobs in development, test, and production environments.

Reporting 72

Reporting Metrics Optimization Data Lake 72

IBM Big Data Hub

NOVEMBER 29, 2023

We’ve seen examples of this in the latest evolution of chatbots.This canhelp businesses optimize their customer experiences, allowing them to quickly extract insights from interactions in their customers’ journey. Here are some ways that event processing could play a pivotal role in fueling AI capabilities.

Unstructured Data 91

Unstructured Data Data-driven ROI Machine Learning 91

Smart Data Collective

OCTOBER 2, 2019

The next type of data that you should be looking at to fuel your marketing campaigns is the past-performance data of your campaigns. By understanding what worked for you and what didn’t, you can optimize your future marketing strategy and spend allocation. Other Campaign Tracking Metrics.

Data-driven 89

Data-driven Marketing Testing Optimization 89