AWS Big Data

APRIL 28, 2023

Monitor overall costs on AWS Glue for Apache Spark AWS Glue for Apache Spark charges an hourly rate in 1-second increments with a minimum of 1 minute based on the number of data processing units (DPUs). Choose -GlueInteractiveSession-DPU-Hour (DPU-Hour) for interactive sessions. Learn more in AWS Glue Pricing. Choose Apply.

Optimization 94

Optimization Metrics Interactive Data Integration 94

IBM Big Data Hub

FEBRUARY 1, 2024

The European Union Agency for Cybersecurity (ENISA) provides a series of recommendations for reducing the cybersecurity skills shortage and gaps through higher education. Generative AI attacks Social engineering attacks, which involve tricking users into giving attackers access to systems, will also increase in sophistication.

Testing 95

Testing Data Processing Risk Consulting 95

CIO Business Intelligence

JUNE 19, 2023

When the COVID-19 pandemic started, Atlantic Health System, like other healthcare providers, found itself under enormous stress. Each of the more than 100 radiology practices across Atlantic Health System was responsible for its own authorization requests, which required significant investment of time and attention to administrative tasks.

Insurance 105

Insurance Technology Interactive Enterprise 105

AWS Big Data

JANUARY 24, 2024

Set up a notebook session In order to use Apache Iceberg in Athena, while creating or editing a session, select the Apache Iceberg option by expanding the Apache Spark properties section. For steps, see Editing session details or Creating your own notebook. For steps, see Editing session details or Creating your own notebook.

Snapshot 100

Snapshot Data Lake Metadata Optimization 100

CIO Business Intelligence

APRIL 14, 2023

While there’s an open letter calling for all AI labs to immediately pause training of AI systems more powerful than GPT-4 for six months, the reality is the genie is already out of the bottle. This may include developing training videos and hosting live sessions. Focus on both internal and external use cases and everything in between.

Risk 122

Risk Experimentation Marketing Risk Management 122

CIO Business Intelligence

NOVEMBER 15, 2023

This year’s Microsoft Ignite developer conference might as well be called AIgnite, with over half of the almost 600 sessions featuring artificial intelligence in some shape or form. This could offer enterprises a quick way to switch from a legacy knowledge management platform, or to share resources held in another system.

Sales 135

Sales Enterprise Modeling Dashboards 135

O'Reilly on Data

JULY 28, 2020

As Jez Humble said in a Velocity Conference training session, “Metrics should be painful: metrics should be able to make you change what you’re doing.” For example, many companies use recommendation engines to boost sales. Don’t expect agreement to come simply. Lack of clarity about metrics is technical debt worth paying down.

Marketing 362

Marketing Experimentation Metrics Testing 362

AWS Big Data

MARCH 26, 2024

We recommend building your data strategy around five pillars of C360, as shown in the following figure. Pillar 1: Data collection As you start building your customer data platform, you have to collect data from various systems and touchpoints, such as your sales systems, customer support, web and social media, and data marketplaces.

Data Strategy 69

Data Strategy Strategy Data Warehouse Prescriptive Analytics 69

AWS Big Data

NOVEMBER 29, 2023

We have seen a strong customer demand to expand its scope to cloud-based data lakes because data lakes are increasingly the enterprise solution for large-scale data initiatives due to their power and capabilities. AWS Glue interactive sessions run the SQL statements to create intermediate tables or final tables, views, or materialized views.

Data Lake 102

Data Lake Management Metrics Data Warehouse 102

Smart Data Collective

APRIL 15, 2021

In order to understand what sort of tool will be needed, defining the requirements for the new BI system is necessary. Smaller businesses are usually able to utilize a BI system as-is, while larger companies may need to look at custom solutions. The technology continues to evolve, including cloud-based and mobile platforms.

Business Intelligence 97

Business Intelligence Analytics Statistics Data Warehouse 97

AWS Big Data

NOVEMBER 16, 2023

Amazon Redshift is a popular cloud data warehouse, offering a fully managed cloud-based service that seamlessly integrates with an organization’s Amazon Simple Storage Service (Amazon S3) data lake, real-time streams, machine learning (ML) workflows, transactional workflows, and much more—all while providing up to 7.9x

Enterprise 83

Enterprise Data Warehouse Snapshot Cost-Benefit 83

CIO Business Intelligence

APRIL 4, 2024

“Everyone is running around trying to apply this technology that’s moving so fast, but without business outcomes, there’s no point to it,” says Redmond, CIO at power management systems manufacturer Eaton Corp. “We At Eaton, for example, an AI-based sales forecasting tool has the potential to boost productivity dramatically.

Enterprise 134

Enterprise Cost-Benefit Forecasting Strategy 134

CIO Business Intelligence

SEPTEMBER 5, 2023

Middle managers need strong mentors and a network of colleagues who understand their problems and can offer advice based on their own experience when things get tough, so the manager can learn how to cope, get back on track, and thrive. But it starts with identifying a middle manager who needs an assist and then stepping in to intervene.

Management 126

Management IT Reporting Digital Transformation 126

AWS Big Data

APRIL 7, 2023

You can install and configure the CloudWatch agent to collect system and application logs from EC2 instances, on-premises hosts, and containerized applications. Overview of solution The solution presented in this post is based on a specific configuration where the EMR step concurrency level is set to 1. A Spark job.

Data Processing 74

Data Processing Metrics Visualization Insurance 74

CIO Business Intelligence

JULY 24, 2023

For example, LaLiga uses AI to engage and retain fans, by recommending content and providing additional insight into the fan experience via sentiment analysis. With 112,000 reports in the system and 8 million bits of information, it’s a huge amount of information for 42 clubs.” million data points per match. We needed to explain it.

Broadcasting 96

Broadcasting Recreation/Entertainment Testing Machine Learning 96

CIO Business Intelligence

FEBRUARY 23, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax Imagine getting a recommendation for the perfect “rainy Sunday playlist” midway through your third Zoom meeting on Monday. Today’s winning recommendation systems deliver revenue uplift. Netflix uses session data to customize the artwork you see in real time.

Uncertainty 95

Uncertainty Strategy Data-driven Machine Learning 95

CIO Business Intelligence

APRIL 2, 2024

Martin Davis, CIO and managing partner at Dunelm Associates, says not to declare success too early : “Too many projects prematurely declare success at the point of process or system implementation and fail to recognize that change management efforts must continue for some time after implementation to realize the full value.”

Management 135

Management Digital Transformation Testing Experimentation 135

CIO Business Intelligence

JUNE 27, 2022

“We were watching cash coming in and cash out the door, given the situation that most large organizations were in,” says CIO George Thomas, who oversees enterprise IT at JLL, including data centers, ERP systems, and other software infrastructure in support of the company’s 450 or so offices in 83 countries around the world. Visibility.

Cost-Benefit 100

Cost-Benefit Finance Digital Transformation Enterprise 100

CIO Business Intelligence

NOVEMBER 7, 2022

In November 2021 it turned on a new ERP system intended to support international growth with improved operational visibility and financial reporting capabilities. The company was forced to develop new processes to keep information flowing around the business, and hire a third-party consultant to sort out the ERP system at a cost of $3.8

Manufacturing 128

Manufacturing Cost-Benefit Sales Consulting 128

Smart Data Collective

DECEMBER 12, 2022

Then, during the pandemic, this ballooned to 44 per cent of US-based workers. Cloud-based collaboration tools for file storage and sharing, project management, and scheduling, for example, can help managers streamline processes and stay on top of the deliverables of every member of the team.

Technology 111

Technology Data Processing Management IT 111

AWS Big Data

AUGUST 30, 2023

Spark’s configurable metrics system allows metrics to be collected in a variety of sinks, including HTTP, JMX, and CSV files, but additional configuration is required to enable Spark to publish metrics to CloudWatch. As a best practice, we recommend including your Amazon EMR security configurations in the template to encrypt data in transit.

Metrics 93

Metrics Dashboards Publishing Data-driven 93

Timo Elliott

MARCH 6, 2023

I just tried out summarize.tech to sum up the session, and the results are impressive! However, analysts say that 30% of digital transformation projects fail to deliver on their expected outcomes due to fragmentation in existing systems.

Machine Learning 111

Machine Learning Cost-Benefit Uncertainty ROI 111

AWS Big Data

JANUARY 25, 2023

SikSin was looking for a personalized and customized approach to provide restaurant recommendations for their customers and get them engaged with the content, thereby providing a personalized customer experience. Also, users will select existing ML models (also known as recipes ), train models, and run batch inference to make recommendations.

Visualization 74

Visualization Interactive Modeling Machine Learning 74

AWS Big Data

SEPTEMBER 25, 2023

WLM queues are configured based on Redshift user groups, user roles, or query groups. Role-based access control (RBAC) is a new enhancement that helps you simplify the management of security privileges in Amazon Redshift. You can use RBAC to control end-user access to data at a broad or granular level based on their job role.

Management 94

Management Data Warehouse Metrics Dashboards 94

Insight

AUGUST 17, 2020

Insight recently completed its first totally remote session. As they move on to the post-session experience and continue to interview with hiring companies, we thought we’d share a recap of their first 7-weeks with Insight. The remote session enabled Fellows’ increased flexibility and a more expansive reach.

Data Science 63

Data Science Data Processing Cost-Benefit Strategy 63

Smart Data Collective

JULY 11, 2023

As AI-powered solutions revolutionize mental health, people can benefit from innovative tools and support systems that can assist them in improving their well-being. AI algorithms can offer tailored recommendations by analyzing behavioral patterns, medical history, and responses to therapeutic interventions.

Management 73

Management Predictive Analytics Cost-Benefit Interactive 73

AWS Big Data

AUGUST 10, 2023

Streaming applications operating at scale often handle large volumes of up to GBs per second, and it’s challenging for developers to simulate high-traffic Amazon Kinesis -based applications to generate such load easily. In our testing with the largest recommended instance (c7g.16xlarge),

Testing 76

Testing Dashboards Cost-Benefit Data Processing 76

IBM Big Data Hub

SEPTEMBER 27, 2022

In the marketplace we have seen numerous missteps involving inaccurate outcomes, unfair recommendations, and other unwanted consequences. This in turn requires an AI ethics policy, as only by embedding ethical principles into AI applications and processes can we build systems based on trust. The principles of AI ethics.

Consulting 52

Consulting Machine Learning Modeling Strategy 52

AWS Big Data

JUNE 6, 2023

Reduced manual efforts with recommending data quality rules and out-of-the-box rules – AWS Glue Data Quality computes data statistics such as minimums, maximums, histograms, and correlations for datasets. It then uses these statistics to automatically recommend data quality rules that check for data freshness, accuracy, and integrity.

Data Quality 93

Data Quality Statistics Data Lake Visualization 93

DataRobot

MAY 14, 2021

Machines bring unparalleled power, speed, and efficiency to processing large data sets and routine tasks based on a set of rules. In addition to the tightly integrated and extremely powerful cloud-based notebook environment that the Zepl acquisition brings, we also announced Composable ML. It’s a Requirement. Ted’s analysis is spot-on.

Data-driven 59

Data-driven Machine Learning Modeling Data Science 59

IBM Big Data Hub

JANUARY 16, 2024

Great product development prioritizes value-based outcomes over a product’s entire lifespan. Some researchers recommend plotting these variables on a simple graph according to how strategically important they are and how strong their current position in the company.

Strategy 85

Strategy Cost-Benefit Testing Manufacturing 85

Smart Data Collective

OCTOBER 26, 2023

Cybersecurity, often known as information security or IT security, keeps information on the internet and within computer systems and networks secure against unauthorized users. AI-driven systems can analyze massive datasets in real-time, identifying anomalies and potential breaches more effectively than traditional methods.

Technology 93

Technology Risk Measurement IoT 93

Smarten

JULY 18, 2022

By incorporating analytics into day-to-day activities and allowing access for business users, the business can encourage the transition from business user to Citizen Data Scientist and create a comprehensive system of analytics with governance and collaboration to ensure security, appropriate access, mobile use and fact-based decision-making.

Uncertainty 52

Uncertainty Predictive Analytics Forecasting Analytics 52

O'Reilly on Data

OCTOBER 22, 2020

Nothing else they do matters—not the slick website, not the voice-activated ordering, not the recommendation engine—unless they get delivery and logistics down. How I use it: I like to ask this after going through a lot of the “best” questions in an ideation session. Sometimes even early in the sales cycle.

Consulting 296

Consulting Risk Cost-Benefit Modeling 296

AWS Big Data

MAY 9, 2023

8X on an AWS Glue Studio notebook or interactive sessions, set G.4X The following example reads large JSON files compressed in GZIP from an input Amazon Simple Storage Service (Amazon S3) location, performs groupBy , calculates groups based on K-means clustering using a Pandas UDF, then shows the results. 8X worker types.

Data Lake 87

Data Lake Cost-Benefit Data Integration Data Transformation 87

Alation

JANUARY 20, 2022

Ryan Doupe, Chief Data Officer of American Fidelity, held a thought-provoking session that resonated with me. After listening to Ryan, I would contend that in contrast to purely defensive forms of data governance, data quality rules are not focused on role-based access. Instead, data quality rules promote awareness and trust.

Data Quality 94

Data Quality Data Governance Metrics Statistics 94

Cloudera

JULY 16, 2021

Legacy DWs, often built on traditional database management systems, offer stored procedures that are used to implement advanced ETL and complex workflows. This copies the JDBC URL to the system’s clipboard. Apart from Beeline, there are third-party, JDBC based database management tools that you can use to execute HPL/SQL.

Data Warehouse 117

Data Warehouse Data Processing Management Testing 117