AWS Big Data

OCTOBER 1, 2024

Over the last year, Amazon Redshift added several performance optimizations for data lake queries across multiple areas of query engine such as rewrite, planning, scan execution and consuming AWS Glue Data Catalog column statistics. Enabling AWS Glue Data Catalog column statistics further improved performance by 3x versus last year.

Data Lake 111

Data Lake Statistics Broadcasting Optimization 111

CIO Business Intelligence

FEBRUARY 6, 2025

As someone deeply involved in shaping data strategy, governance and analytics for organizations, Im constantly working on everything from defining data vision to building high-performing data teams. In life sciences, simple statistical software can analyze patient data. SQL can crunch numbers and identify top-selling products.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Smart Data Collective

DECEMBER 17, 2021

A growing number of business owners are investing in data-driven marketing strategies. You can get even more value out of your SEO strategy by leveraging big data technology. More companies are using data mining to execute their SEO strategies more effectively. There are a ton of benefits of using big data in your SEO strategy.

Data-driven 143

Data-driven Strategy Big Data Marketing 143

Smart Data Collective

SEPTEMBER 16, 2021

The industry knows data is critical to a successful strategy. Here are five of the most important data points you must include in your digital marketing strategy to maximize effectiveness. Seasonality in search trends is also key to ensure the right digital strategy is being used at the right time. Cost-per-lead.

Marketing 141

Marketing Strategy Metrics ROI 141

Smart Data Collective

SEPTEMBER 27, 2023

Are you looking for a way to enhance your company’s marketing strategies? Your goal is to attract, engage, and retain your audience, but you need effective strategies to pull it off. Designing and implementing a strategy consumes resources, so you want it to be as spot-on as possible. Look no further than AI.

Marketing 126

Marketing Strategy Statistics Optimization 126

datapine

AUGUST 14, 2019

To fully leverage the power of data science, scientists often need to obtain skills in databases, statistical programming tools, and data visualizations. It helps to automate and makes the usage of the R programming statistical language easier and much more effective. perfect for statistical computing and design.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

Smart Data Collective

DECEMBER 13, 2021

And of course, the only way to make sure you handle this effectively and efficiently is to put a monitoring strategy in place. There are several steps to take, and many considerations to take onboard, when building your own SQL Server monitoring strategy, so here are just a few pieces of guidance that will help you avoid common pitfalls.

Strategy 126

Strategy Metrics Software Measurement 126

Rocket-Powered Data Science

MARCH 19, 2021

Focus on the strategies that aim these tools, talents, and technologies on reaching business mission and goals: e.g., data strategy, analytics strategy, observability strategy ( i.e., why and where are we deploying the data-streaming sensors, and what outcomes should they achieve?).

Internet of Things 259

Internet of Things Analytics IoT Prescriptive Analytics 259

Smart Data Collective

SEPTEMBER 13, 2023

AI technology is especially beneficial with digital marketing, since digital marketers can take advantage of large amounts of data to optimize their strategies. And no, it is not a new concept which means it’s time you start using machine learning to drive your digital marketing strategies. One recent survey found that 61.4%

Machine Learning 124

Machine Learning Marketing Strategy Optimization 124

Smart Data Collective

APRIL 7, 2022

10 Ways Data Visualization Can Benefit Your Content Strategy. If you’re in marketing, you’ve probably heard the mind-blowing statistic that humans process visual information up to 60 000 times faster than text-based info. Given that background, it’s easy to see why and where data visualization can benefit your content strategy.

Visualization 145

Visualization Strategy Broadcasting Big Data 145

AWS Big Data

JANUARY 9, 2025

In our previous post Backtesting index rebalancing arbitrage with Amazon EMR and Apache Iceberg , we showed how to use Apache Iceberg in the context of strategy backtesting. This capability is particularly valuable in maintaining the integrity of backtests and the reliability of trading strategies.

Metadata 110

Metadata Snapshot Cost-Benefit Optimization 110

Smart Data Collective

FEBRUARY 25, 2021

In today’s competitive business landscape, you cannot undermine the power of AI in shaping your marketing strategy to stay ahead of your competitors. Suppose you own a startup and work on formulating your digital marketing strategy. What is a Data-Driven Digital Marketing Strategy? Set Your Strategy in Motion.

Data-driven 125

Data-driven Marketing Strategy Big Data 125

Smart Data Collective

NOVEMBER 4, 2021

If the answer is so easy why the worrying statistics? And the right approach to adopting cloud computing and preventing these threads is in building cyber security and cyber resilience strategies which we discuss later and making them work together.

Strategy 132

Strategy Snapshot Risk IoT 132

Cloudera

JULY 26, 2021

With this first article of the two-part series on data product strategies, I am presenting some of the emerging themes in data product development and how they inform the prerequisites and foundational capabilities of an Enterprise data platform that would serve as the backbone for developing successful data product strategies.

Strategy 119

Strategy Data Science Unstructured Data Marketing 119

datapine

MARCH 25, 2019

Any stats, facts, figures, or metrics that don’t align with your business goals or fit with your KPI management strategies should be eliminated from the equation. Conduct statistical analysis. One of the most pivotal types of data analysis methods is statistical analysis. Conduct statistical analysis. Set your KPIs.

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

CIO Business Intelligence

JUNE 14, 2022

The UK Central Data and Digital Office (CDDO) has unveiled the Transforming for a Digital Future strategy, which sets out a collective cross-government roadmap and vision for 2025. The mission also suggests the imminent launch of a new mobile application strategy. One Login for government. Better data to power decision making.

Strategy 105

Strategy IT Digital Transformation Data Processing 105

CIO Business Intelligence

DECEMBER 3, 2024

A new area of digital transformation is under way in IT, say IT executives charged with unifying their tech strategy in 2025. That means IT veterans are now expected to support their organization’s strategies to embrace artificial intelligence, advanced cybersecurity methods, and automation to get ahead and stay ahead in their careers.

IT 128

IT Testing Software Data-driven 128

CIO Business Intelligence

MARCH 15, 2022

Artificial data has many uses in enterprise AI strategies. Generating synthetic data sets that are statistically meaningful and reflect real data in ways relevant to use cases can be a challenge. Synthetic data use cases. Instead, most data scientists leverage pre-built packages to generate synthetic data sets, he says.

Strategy 145

Strategy Testing Sales Modeling 145

CIO Business Intelligence

APRIL 24, 2024

But while the CIO is tasked with overseeing the IT department, staff, and infrastructure to support everyday operations and working with business leaders to align IT with business goals, the CTO is responsible for the overall technology strategy. Indeed lists a number of tasks a CTO might be expected to carry out.

Strategy 105

Strategy Key Performance Indicator Digital Transformation Reporting 105

datapine

MAY 27, 2020

In recent years, analytical reporting has evolved into one of the world’s most important business intelligence components, compelling companies to adapt their strategies based on powerful data-driven insights. Sales: How to exceed targets next year? The next analysis report example comes from the sales industry. click to enlarge**.

Reporting 245

Reporting Analytics Dashboards Sales 245

datapine

MARCH 31, 2022

This all-encompassing branch of online data analysis is a particularly interesting field because its roots are firmly planted in two separate areas: business strategy and computer science. The Bureau of Labor Statistics also states that in 2015, the annual median salary for BI analysts was $81,320. BI engineer.

Business Intelligence 239

Business Intelligence Statistics Visualization Data-driven 239

datapine

MARCH 25, 2022

While some experts try to underline that BA focuses, also, on predictive modeling and advanced statistics to evaluate what will happen in the future, BI is more focused on the present moment of data, making the decision based on current insights. But let’s see in more detail what experts say and how can we connect and differentiate the both.

Business Intelligence 264

Business Intelligence Analytics Statistics Dashboards 264

O'Reilly on Data

MARCH 31, 2020

This means that the AI products you build align with your existing business plans and strategies (or that your products are driving change in those plans and strategies), that they are delivering value to the business, and that they are delivered on time. AI product estimation strategies. Machine learning adds uncertainty.

Management 363

Management Machine Learning Experimentation Metrics 363

Analytics Vidhya

MAY 29, 2023

Providing insights into the trends, prediction, and appropriate strategy for the company and serving numerous other uses are distinct. The two pillars of data analytics include data mining and warehousing. They are essential for data collection, management, storage, and analysis. Both are associated with data usage but differ from each other.

Data mining 298

Data mining Data Collection Strategy Data Analytics 298

BI-Survey

JANUARY 7, 2025

Our Top 10 episodes highlight the most significant themes of the year, resonating with the findings from the BARC Trend Monitor 2025 , and showcase a variety of perspectives and strategies. Merv Adrian and Shawn Rogers discuss practical strategies for modernizing data infrastructures to unlock AI capabilities.

Statistics 52

Statistics Data-driven Strategy Data Strategy 52

datapine

SEPTEMBER 16, 2022

But often that’s how we present statistics: we just show the notes, we don’t play the music.” – Hans Rosling, Swedish statistician. A BI strategy that leverages data visualization will provide an ROI of $13.01 14) “Visualize This: The Flowing Data Guide to Design, Visualization, and Statistics” by Nathan Yau.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

AWS Big Data

DECEMBER 17, 2024

A number of optimizations contribute to these speed-ups in performance, including integration with AWS Glue Data Catalog statistics, improved data and metadata filtering, dynamic partition elimination, faster/parallel processing of Iceberg manifest files, and scanner improvements.

Data Lake 89

Data Lake Data Warehouse Data-driven Optimization 89

CIO Business Intelligence

MAY 20, 2022

The Machine Learning Department at Carnegie Mellon University was founded in 2006 and grew out of the Center for Automated Learning and Discovery (CALD), itself created in 1997 as an interdisciplinary group of researchers with interests in statistics and machine learning. University of Texas–Austin.

Machine Learning 145

Machine Learning Statistics Recreation/Entertainment Data Science 145

Smart Data Collective

JANUARY 9, 2022

Only 30% of companies have a well-defined data strategy. An even smaller number of companies have a data strategy that is supported by the company leadership. In order to make sure that a data strategy is supported, companies need to appreciate the potential applications it provides. They will be more likely to invest in it.

Big Data 145

Big Data Data Analytics Advertising Analytics 145

O'Reilly on Data

DECEMBER 9, 2019

We develop an ordinary least squares (OLS) linear regression model of equity returns using Statsmodels, a Python statistical package, to illustrate these three error types. CI theory was developed around 1937 by Jerzy Neyman, a mathematician and one of the principal architects of modern statistics. and an error term ??

Statistics 31

Statistics Uncertainty Risk Marketing 31

Cloudera

NOVEMBER 1, 2024

Building Inclusive Data-Driven Organizations: Leadership Strategies for the Modern Workplace As it stands, women currently account for approximately 25% of the technology workforce. Zoya edits the Forbes 30 Under 30 lists, including U30 U.S., Europe, and Local, co-authors a weekly newsletter, and writes features on young founders.

Technology 92

Technology Data-driven Statistics Data Processing 92

Domino Data Lab

OCTOBER 7, 2020

Statistical methods for analyzing this two-dimensional data exist. This statistical test is correct because the data are (presumably) bivariate normal. When there are many variables the Curse of Dimensionality changes the behavior of data and standard statistical methods give the wrong answers. Data Has Properties.

Statistics 145

Statistics Testing Predictive Modeling Modeling 145

Smart Data Collective

JUNE 10, 2022

The Bureau of Labor Statistics reports that there are over 105,000 data scientists in the United States. To work in this field, you will need strong programming and statistics skills and excellent knowledge of software engineering. Are you interested in a career in data science? This is the best time ever to pursue this career track.

Data Science 144

Data Science Machine Learning Statistics Business Intelligence 144

Rocket-Powered Data Science

MARCH 19, 2019

Here, we broaden our meaning of “bias” to go beyond model bias, which has the technical statistical meaning of “underfitting”, which essentially means that there is more information and structure in the data than our model has captured.

Big Data 192

Big Data Statistics Manufacturing Data Science 192

Smart Data Collective

JULY 20, 2022

Here are some statistics on the importance of AI in marketing : 48% of marketers feel AI makes a greater difference than anything else in affecting their relationship with customers 51% of e-commerce companies use AI to improve the customer experience 64% of B2B marketers use AI to guide their strategy.

Marketing 145

Marketing B2B Strategy Statistics 145

Smarten

NOVEMBER 26, 2024

The business can harness the power of statistics and machine learning to uncover those crucial nuggets of information that drive effective decision, and to improve the overall quality of data. Tools that support data insight include numerous data quality management techniques.

Data Quality 64

Data Quality Machine Learning Predictive Modeling Metadata 64