David Menninger's Analyst Perspectives

MAY 20, 2025

Domo is best known as a business intelligence (BI) and analytics software provider, thanks to its functionality for visualization, reporting, data science and embedded analytics. Domo was founded in 2010 by chief executive officer Josh James, previously founder and CEO of web analytics provider Omniture.

Metrics 130

Metrics Data Governance Unstructured Data Data-driven 130

Rocket-Powered Data Science

MARCH 19, 2021

How to make smarter data-driven decisions at scale : [link]. The determination of winners and losers in the data analytics space is a much more dynamic proposition than it ever has been. One CIO said it this way , “If CIOs invested in machine learning three years ago, they would have wasted their money.

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

DataKitchen

APRIL 13, 2021

This is not surprising given that DataOps enables enterprise data teams to generate significant business value from their data. Companies that implement DataOps find that they are able to reduce cycle times from weeks (or months) to days, virtually eliminate data errors, increase collaboration, and dramatically improve productivity.

Testing 300

Testing Machine Learning Consulting Data Science 300

Smart Data Collective

AUGUST 31, 2021

Big data has led to some remarkable changes in the field of marketing. Many marketers have used AI and data analytics to make more informed insights into a variety of campaigns. Data analytics tools have been especially useful with PPC marketing , media buying and other forms of paid traffic.

Data-driven 144

Data-driven Marketing Big Data Advertising 144

Smart Data Collective

DECEMBER 22, 2020

Data-driven business ideas are becoming more important than ever. A growing number of companies have found that big data is the key to reaching more customers. One of the most important benefits of big data in business is with marketing. We previously touched on a number of ways companies use big data for their marketing.

Data-driven 128

Data-driven Sales Advertising Big Data 128

datapine

NOVEMBER 27, 2019

Data exploded and became big. Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. The rise of self-service analytics democratized the data product chain. Suddenly advanced analytics wasn’t just for the analysts.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

CIO Business Intelligence

DECEMBER 30, 2024

AI and machine learning are poised to drive innovation across multiple sectors, particularly government, healthcare, and finance. Data sovereignty and the development of local cloud infrastructure will remain top priorities in the region, driven by national strategies aimed at ensuring data security and compliance.

IoT 105

IoT Digital Transformation Internet of Things Data-driven 105

Smart Data Collective

AUGUST 17, 2021

Big data has been a very important part of modern human resource solutions. One of the biggest implications of big data in human resources has pertained to enterprise workflow management. Data analytics technology can help bolster efficiency in all of these regards. Using Data Analytics to Improve Workflow Management.

Data-driven 126

Data-driven Optimization Enterprise Cost-Benefit 126

Smart Data Collective

AUGUST 18, 2021

Big data has radically changed the accounting profession. Accountants are using new software with sophisticated machine learning algorithms to better address the nuances of their situations. The lease accounting profession has been particularly influenced by advances in big data. Image source: Trullion.

Data-driven 134

Data-driven Software Big Data Visualization 134

Smart Data Collective

MARCH 25, 2021

Business reporting has been around for a long time but the tools and techniques of business intelligence have refined over time and now with the recent popularity of data driven business approach, data has been identified as the most valuable asset of a business and data analytics and reporting has finally found a key place in the business world.

Data-driven 130

Data-driven Analytics Business Intelligence Dashboards 130

Smart Data Collective

SEPTEMBER 8, 2020

You can see how big data and AI are being utilized by the most astute CBD marketers. You can get a better sense of the role that big data plays in the changing direction of the market. So how can you stand out in a crowded marketplace by leveraging data analytics ? Big Data is Driving Major Changes in the CBD Industry.

Data-driven 139

Data-driven Marketing Big Data Advertising 139

Smart Data Collective

FEBRUARY 8, 2021

It wasn’t long ago that we wrote about how big data was setting new standards in the field of web design. More web developers are going to rely heavily on data-driven technology to improve the quality of their work in the near future. So, how can machine learning algorithms help within the practice of graphic design?

Machine Learning 128

Machine Learning Software Recreation/Entertainment Big Data 128

Smart Data Collective

MARCH 5, 2021

Data analytics has been a very important aspect of modern marketing strategies. A growing number of companies are using data analytics to reach customers through virtually every channel, including email. Email marketing is even more effective for companies that know how to use data analytics to get the most out of it.

Marketing 144

Marketing Data Analytics Analytics ROI 144

Rocket-Powered Data Science

APRIL 25, 2019

A few years ago, I generated a list of places to receive data science training. Learn the what, why, and how of Data Science and Machine Learning here. That list has become a bit stale. So, I have updated the list, adding some new opportunities, keeping many of the previous ones, and removing the obsolete ones.

Data Science 38

Data Science Machine Learning Deep Learning Statistics 38

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. Data analytics can help with the UX process. Leverage Machine Learning Technology.

Data Analytics 131

Data Analytics Analytics Big Data Machine Learning 131

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise. Take, for example, a recent case with one of our clients.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

Smart Data Collective

JUNE 6, 2021

Achieving your company’s target goals can, however, be difficult if you’re unable to access all the relevant and useful data your business has. While you may think that you understand the desires of your customers and the growth rate of your company, data-driven decision making is considered a more effective way to reach your goals.

Big Data 137

Big Data Data Analytics Analytics Cost-Benefit 137

Smart Data Collective

NOVEMBER 8, 2021

Data analytics has become a very important aspect of any modern business’s operating strategy. One of the most important ways to utilize big data is with financial management. The financial analytics market is projected to be worth $114 billion within the next two years. Get the Right Insurance in Place.

Data Analytics 137

Data Analytics Insurance Analytics Cost-Benefit 137

Smart Data Collective

NOVEMBER 12, 2021

Big data technology has been instrumental in changing the direction of countless industries. Companies have found that data analytics and machine learning can help them in numerous ways. However, there are a lot of other benefits of big data that have not gotten as much attention. Here’s why.

Data-driven 128

Data-driven Cost-Benefit Data mining Big Data 128

CIO Business Intelligence

MARCH 9, 2022

Data-driven organizations understand that data, when analyzed, is a strategic asset. Organizations are expected to experience 30-40% data growth annually , which creates greater data protection responsibility and increases the data management burden. Cloudera and Dell Technologies for More Data Insights.

Data-driven 110

Data-driven Analytics Machine Learning Deep Learning 110

Smart Data Collective

JANUARY 18, 2021

Big data is at the core of any competent marketing strategy. We have talked before about the importance of merging big data with SEO. However, we mostly talked about using data-driven SEO to drive traffic to your money site. Big data SEO strategies can also be very effective with YouTube marketing.

Data Analytics 134

Data Analytics Analytics Data mining Big Data 134

CIO Business Intelligence

JUNE 14, 2023

Data and big data analytics are the lifeblood of any successful business. Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications.

Big Data 126

Big Data Data Analytics Analytics Predictive Modeling 126

Smart Data Collective

FEBRUARY 3, 2021

Big data is changing the nature of the financial industry in countless ways. The market for data analytics in the banking industry alone is expected to be worth $5.4 However, the impact of big data on the stock market is likely to be even greater. What Impact Is Big Data Having Towards Investing? billion by 2026.

Big Data 140

Big Data Marketing Data Analytics Analytics 140

Smart Data Collective

AUGUST 26, 2021

Instead, you’ve got access to a broad spectrum of valuable weather data right at your fingertips. These data-driven predictions also tend to be surprisingly accurate. But if there’s one technology that has revolutionized weather forecasting, it has to be data analytics. from various sources.

Forecasting 133

Forecasting Data Analytics Analytics Internet of Things 133

Smart Data Collective

DECEMBER 2, 2021

Big data is a gamechanger for the marketing sector. We have talked about the benefits of using big data in online marketing. However, there are other reasons to use big data to make the most of your marketing strategy. One often overlooked opportunity to leverage big data is in the context of SMS marketing.

Data-driven 105

Data-driven Marketing Strategy Advertising 105

Rocket-Powered Data Science

AUGUST 22, 2021

CX has become increasingly data-informed and data-driven, with VoC data being one of the key data sources. Other data sources include purchase patterns, online reviews, online shopping behavior analytics, and call center analytics.

Data-driven 277

Data-driven Interactive Behavioral Analytics Machine Learning 277

Smart Data Collective

AUGUST 31, 2020

Big data is the lifeblood of modern app development. App developers should also use data analytics to maximize their monetization opportunities. They are embracing new big data initiatives to find the best opportunities. They are embracing new big data initiatives to find the best opportunities.

Data-driven 128

Data-driven Modeling Advertising Big Data 128

Smart Data Collective

OCTOBER 19, 2021

Data analytics has become a major gamechanger for the cryptocurrency industry. Traders and miners have discovered a number of advantages of using big data and AI tools to improve their profitability. One of the newest applications of data analytics in cryptocurrency mining is with yield farming.

Data Analytics 130

Data Analytics Analytics Big Data ROI 130

Smart Data Collective

DECEMBER 18, 2020

Big data has created a number of major benefits in the food and beverage industry. Food and beverage companies are using big data to identify new marketing opportunities. Another benefit of advances in data technology has to do with food and beverage labeling. Using data-driven labeling software.

Data Analytics 131

Data Analytics Analytics Big Data Data mining 131

AWS Big Data

DECEMBER 4, 2024

Amazon SageMaker Unified Studio (preview) provides an integrated data and AI development environment within Amazon SageMaker. From the Unified Studio, you can collaborate and build faster using familiar AWS tools for model development, generative AI, data processing, and SQL analytics.

Visualization 118

Visualization Sales Data-driven Analytics 118

Smart Data Collective

AUGUST 11, 2022

Data analytics technology has become very important for helping companies manage their financial strategies. Companies are projected to spend nearly $12 billion on financial analytics services by 2028. There are many great benefits of using data analytics to improve financial management strategies.

Data Analytics 128

Data Analytics Optimization Analytics Cost-Benefit 128

Corinium

JUNE 6, 2019

Are you seeing currently any specific issues in the Insurance industry that should concern Chief Data & Analytics Officers? Lack of clear, unified, and scaled data engineering expertise to enable the power of AI at enterprise scale. The data will enable companies to provide more personalized services and product choices.

Analytics 250

Analytics Insurance Forecasting Deep Learning 250

AWS Big Data

FEBRUARY 27, 2024

In the ever-evolving world of finance and lending, the need for real-time, reliable, and centralized data has become paramount. Bluestone , a leading financial institution, embarked on a transformative journey to modernize its data infrastructure and transition to a data-driven organization.

Data-driven 110

Data-driven Data Lake Data Quality Data Governance 110

AWS Big Data

MARCH 13, 2025

At AWS re:Invent 2024, we announced the next generation of Amazon SageMaker , the center for all your data, analytics, and AI. It enables teams to securely find, prepare, and collaborate on data assets and build analytics and AI applications through a single experience, accelerating the path from data to value.

Analytics 113

Analytics Data Lake Data Warehouse Data-driven 113

Smart Data Collective

FEBRUARY 4, 2021

Big data is changing the future of video marketing forever. YouTube was launched in 2005, when big data was just a blip on the horizon. However, data analytics and AI have made video technology more versatile than ever. Clever video marketers know how to use AI and big data to their full advantage.

Data-driven 120

Data-driven Marketing Big Data Data mining 120

CIO Business Intelligence

NOVEMBER 4, 2024

Most AI workloads are deployed in private cloud or on-premises environments, driven by data locality and compliance needs. AI applications are evenly distributed across virtual machines and containers, showcasing their adaptability. AI applications rely heavily on secure data, models, and infrastructure.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

O'Reilly on Data

SEPTEMBER 15, 2021

In June 2021, we asked the recipients of our Data & AI Newsletter to respond to a survey about compensation. The average salary for data and AI professionals who responded to the survey was $146,000. We didn’t use the data from these respondents; in practice, discarding this data had no effect on the results.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363