AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 123

Optimization Testing Data-driven Strategy 123

O'Reilly on Data

NOVEMBER 13, 2018

Below are the top search topics on our training platform: Beyond “search,” note that we’re seeing strong growth in consumption of content related to ML across all formats—books, posts, video, and training. There are also many important considerations that go beyond optimizing a statistical or quantitative metric.

Machine Learning 273

Machine Learning Risk Management Statistics 273

Occam's Razor

APRIL 8, 2013

Sometimes, we escape the clutches of this sub optimal existence and do pick good metrics or engage in simple A/B testing. This thought was in my mind as I was reading Lean Analytics a new book by my friend Alistair Croll and his collaborator Benjamin Yoskovitz. You're choosing only one metric because you want to optimize it.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

Occam's Razor

NOVEMBER 13, 2009

I am absolutely thrilled that my book Web Analytics 2.0 The waterfall of positive feeling stems from the fact that this book was very hard to write. I only had one job, at Intuit, when I wrote my first web analytics book. The Pitch: I invite you to consider buying my second web analytics book. Request for help.

Analytics 71

Analytics Metrics Measurement Testing 71

Cloudera

MARCH 2, 2022

You can read previous blog posts on Impala’s performance and querying techniques here – “ New Multithreading Model for Apache Impala ”, “ Keeping Small Queries Fast – Short query optimizations in Apache Impala ” and “ Faster Performance for Selective Queries ”. . It also measured peak memory consumed at the node and the operator level.

Data Warehouse 89

Data Warehouse Optimization Analytics Sales 89

O'Reilly on Data

OCTOBER 19, 2021

Adapted from the book Effective Data Science Infrastructure. However, none of these layers help with modeling and optimization. We cannot expect data scientists to write modeling frameworks like PyTorch or optimizers like Adam from scratch! The iteration cycles should be measured in hours or days, not in months.

IT 363

IT Testing Experimentation Software 363

datapine

FEBRUARY 9, 2024

The process helps businesses and decision-makers measure the success of their strategies toward achieving company goals. Company A then creates ads, launches a blog, boosts its social media presence, and optimizes its website for enhanced search engine rankings. The effort is a success, and more customers start pouring in.

KPI 221

KPI Management Key Performance Indicator Measurement 221

Juice Analytics

NOVEMBER 27, 2024

The following list is a fragrant mix of self improvement, everyday products with visualizations, data art, and data books for kids. 54.99 [link] The Big Picture is the perfect reference book for the data person in your life. Happy Holidays!

Visualization 52

Visualization Data-driven Dashboards Measurement 52

CIO Business Intelligence

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. But many CIOs, worried about going over budget, pre-book too much capacity.

Cost-Benefit 124

Cost-Benefit Measurement Optimization Metrics 124

O'Reilly on Data

APRIL 5, 2023

We’re also using AI algorithms to optimize supply chains, screen for diseases, accelerate the development of life-saving drugs, find new sources of energy and search the world for illicit nuclear materials. “Instead of making assumptions, we should find ways to measure and correct for bias. The goal isn’t creating neutral AI.

Cost-Benefit 302

Cost-Benefit Data-driven Measurement Visualization 302

DataKitchen

NOVEMBER 18, 2021

Most organizations find out about these errors from their customers, such as a VP of Sales who notices that the bookings report is millions of dollars off. The data analytics lifecycle is a factory, and like other factories, it can be optimized with techniques borrowed from methods like lean manufacturing. They are process problems.

Testing 246

Testing Data Governance Measurement Software 246

IBM Big Data Hub

MARCH 6, 2024

Re-platforming With a re-platforming migration, some adjustments or optimizations are made to the applications before moving them to the cloud. Additionally, without proper monitoring and optimization, ongoing cloud usage costs can escalate rapidly, leading to budget overruns and financial strain.

Optimization 73

Optimization Strategy Cost-Benefit Testing 73

CIO Business Intelligence

MARCH 14, 2022

In How to Measure Anything , Douglas Hubbard offers an alternative definition of “measurement” to the Oxford English Dictionary’s “the size, length, or amount of something.” Hubbard defines measurement as: “A quantitatively expressed reduction of uncertainty based on one or more observations.”. but how deep is that coverage?

Uncertainty 105

Uncertainty Measurement Cost-Benefit Optimization 105

Smart Data Collective

NOVEMBER 26, 2021

With it, you can measure your key performance indicators quickly and more objectively than traditional methods. Now more than ever, creating optimal consumer experiences is important to drive more business traffic and win more sales. This marketing system is goal-oriented and targeted. Holistic Customer Experience. Lead Generation.

Marketing 131

Marketing Data Analytics Key Performance Indicator Analytics 131

IBM Big Data Hub

JULY 25, 2023

Components of a smart grid Smart grids rely on several integral components, each playing a role in ensuring smooth operations: Smart meters: Smart meters measure real-time energy consumption at the consumer’s end, providing detailed information on consumption patterns to both the consumer and the energy provider.

Optimization 56

Optimization Technology Measurement Cost-Benefit 56

Occam's Razor

SEPTEMBER 30, 2013

Each of the six visuals re-frames a unique facet of the digital opportunity/challenge, and shares how to optimally take advantage of the opportunity/challenge. It is also immensely beneficial for search engine optimization (great content, delivered fresh, every day!). Great website for booking rooms and all that.

Marketing Analytics 156

Marketing Analytics Marketing Visualization Analytics 156

Occam's Razor

AUGUST 6, 2007

Bounce rate is a beautiful way to measure the quality of traffic coming to your website. In a nutshell bounce rate measures the percentage of people who come to your website and leave "instantly" Thought about from a customer perspective rather than I came, I saw, I conquered, the action is I came, I saw, Yuck, I am out of here.

Metrics 121

Metrics Measurement Marketing ROI 121

Occam's Razor

DECEMBER 8, 2017

The lesson is about the limitation of optimizing for a local maxima, usually in a silo. If the Surface Marketing team is like every other team at every other company engaged in sponsorships and television advertising, it’ll measure the same collection of smart metrics like everyone else. First one will be Reach.

Broadcasting 123

Broadcasting Measurement Sales Marketing 123

O'Reilly on Data

MARCH 23, 2023

Many of these go slightly (but not very far) beyond your initial expectations: you can ask it to generate a list of terms for search engine optimization, you can ask it to generate a reading list on topics that you’re interested in. It has helped to write a book. It was not optimized to provide correct responses.

IT 344

IT Modeling Testing Risk 344

Smart Data Collective

JANUARY 11, 2023

So if your landscaping company is still struggling to book clients, then you should consider changing your business approach it is the only way to stay competitive in the industry. You can use analytics to measure the engagement of your video content and optimize it accordingly. Use AI for Content Marketing.

Data-driven 122

Data-driven Marketing Advertising Big Data 122

erwin

JUNE 26, 2020

Data catalogs combine physical system catalogs, critical data elements, and key performance measures with clearly defined product and sales goals in certain circumstances. You also can manage the effectiveness of your business and ensure you understand what critical systems are for business continuity and measuring corporate performance.

Metadata 132

Metadata Cost-Benefit Measurement Data-driven 132

CIO Business Intelligence

JULY 25, 2023

Measuring communication efficacy It is perversely ironic that the discipline that makes measurement of just about everything possible — from caloric intake, to heartbeat, step count, location, blood sugar and quality of sleep — is perhaps the least and worst measured element of modern existence.

IT 98

IT Measurement Optimization Technology 98

Occam's Razor

APRIL 2, 2012

As if by magic, I find that it is then much easier to find the optimal solution (or realize none exists!). Included in the post are recommendations for measurement and data analysis. When it comes to measuring MCA-AMS you'll use the guidance provided in the above section. This is going to be a lot of fun. Amazing, right?

Modeling 154

Modeling Advertising Marketing Measurement 154

CIO Business Intelligence

SEPTEMBER 25, 2023

Is this initiative about optimization or about growth and disruption? “A Consequently, CIOs need to be clear on the outcomes their initiatives will deliver and that they can measure and report on those outcomes in top- and/or bottom-line figures. Am I identifying and using the right business metrics to measure progress?

Digital Transformation 145

Digital Transformation Measurement Data-driven Metrics 145

Occam's Razor

DECEMBER 22, 2008

For one thing it is really hard to measure. Recently we had covered how to measure offline impact of online activities. In this post, dedicated to Sandra Dowker , we'll cover the reverse: how to measure the online impact of offline campaigns / activities. We tend to often overlook the pesky offline real world.

Analytics 122

Analytics Measurement Marketing Strategy 122

IBM Big Data Hub

JULY 10, 2023

Vibration analysis—a component of condition monitoring systems—utilizes vibration sensors to measure frequencies in an asset and detect abnormalities that may indicate a problem. Frequency measures the number of oscillations per unit of time, usually expressed in Hertz (Hz). Accelerometers (e.g., Accelerometers (e.g.,

Optimization 54

Optimization IT Measurement Manufacturing 54

Juice Analytics

MARCH 30, 2021

Here’s the framework we first outlined in our book Data Fluency : Data fluency is a web of connected elements. The author must decide what data is most important to focus on to answer the questions at hand, and how to optimally harness and depict data to inform thinking and action. Effective communication with data is a rare skillset.

Cost-Benefit 131

Cost-Benefit Statistics Metrics Dashboards 131

DataKitchen

MAY 10, 2021

Our approach to data observability is grounded in a methodology called DataOps that we explain in our book, “ The DataOps Cookbook.” The measurement and monitoring of your end-to-end process can serve as an important tool in the battle to eliminate errors. Week after week, it is measured with a million rows.

Testing 214

Testing Manufacturing Data Quality Statistics 214

Occam's Razor

MARCH 4, 2008

If you have read my book or my blog you are quite aware of the What and the Why issue. They have kindly added one more question to the mix that will help measure customer satisfaction! It is the most optimal way for you to get support, ask other questions, make suggestions and generally have a ball with the community.

Measurement 104

Measurement Metrics Consulting Analytics 104

Occam's Razor

JULY 1, 2008

3 ] Provide you with a bushel of specific multichannel measurement ideas to help quantify the offline impact of your online presence. Why should you care about measuring multichannel impact? There are many jobs your website is doing, it is your job to measure the holistic impact. Bonus Tip : But don't stop there.

Analytics 116

Analytics Measurement Marketing Sales 116

CIO Business Intelligence

JUNE 17, 2022

One example use case: Rapid re-calculation pricing for a large book of trades done in parallel and more efficiently using the quantum computing ecosystem. Quantum-enabled traffic optimization avoids that problem by calculating all possibilities at once. What would success look like for Wells Fargo? “It Can I do multiple simulations?

Measurement 124

Measurement Technology Enterprise Optimization 124

CIO Business Intelligence

JUNE 20, 2024

But if you summit Mount Everest, they write books about you.’ But ask your new team whether they think these metrics are measuring the right things, if they are telling a tale that’s true and accurate. Once you understand what is being measured, explore whether there are other metrics that should be measured. at UEGroup.

Metrics 119

Metrics Measurement Technology IT 119

CIO Business Intelligence

AUGUST 18, 2023

Clearly define measurable desired outcomes The third rule of Vested sourcing partnerships is that, to become the beacon for success, desired outcomes must be clearly defined and measured. So when you break a process down into small parts, it is easy to fall into measurement minutiae.

Measurement 98

Measurement Modeling Risk Management 98

Occam's Razor

AUGUST 13, 2012

Yehoshua Coren: Best ways to measure user behavior in a multi-touch, multi-device digital world. What's possible to measure. What's not possible to measure. We all have smart phones, laptops, tablets and soon Smart TVs – but most of our measurements are usually done in Cookies that are device/browser specific.

Modeling 125

Modeling Metrics Data Quality Data-driven 125

CIO Business Intelligence

MAY 29, 2024

AI holds promise in aiding researchers to discover more efficient energy sources such as nuclear fusion, optimize the utilization of current energy sources through enhanced power distribution, and measure the ramifications of CO2 emissions by analyzing climate patterns. “AI AI will benefit humanity in many ways,” says Koushik.

Cost-Benefit 108

Cost-Benefit Measurement Reporting Modeling 108

Smart Data Collective

MARCH 28, 2022

Businesses can use it to optimize their performance. They can be again classified as random testing and optimization. Similarly, regular assessment of data will also help to implement corrective measures at the appropriate time and will help the teachers to have a better understanding of learning gaps.

Data Analytics 105

Data Analytics Software Analytics Statistics 105

CIO Business Intelligence

DECEMBER 20, 2023

For example, Uber and Zomato use a deep learning algorithm that considers driver location and overall ratings while mapping them to particular orders/bookings. Implementing robust security measures fosters trust, nurtures customer loyalty, and strengthens brand reputation.

Software 111

Software Deep Learning B2B Cost-Benefit 111