O'Reilly on Data

FEBRUARY 16, 2023

It’s been well publicized that Google’s Bard made some factual errors when it was demoed, and Google paid for these mistakes with a significant drop in their stock price. But if we want a search engine, we will need something that’s better behaved. But does 2+2 really equal 5?

Testing 211

Testing Statistics Modeling Optimization 211

CIO Business Intelligence

NOVEMBER 20, 2023

3% increase in sales revenue due to the MySH recommendation engine MySH is specifically geared to empower territory sales teams with customer-specific data to inform the right conversations in real time with a guided sales process, synchronized communications across the field, and a recommendation engine to increase sales.

Sales 114

Sales Digital Transformation Manufacturing Marketing 114

O'Reilly on Data

MARCH 26, 2024

Because, in some sense, hallucination is all LLMs do. At the other end of the extreme consider a search engine. You could say that this search engine has a “creativity problem”—it will never respond with something new. A search engine is 0% dreaming and has the creativity problem. They are dream machines.

Modeling 275

Modeling Machine Learning Risk Advertising 275

Corinium

JUNE 6, 2019

The Insurance practice is currently engaged with several top 10 P&C insurers in the US, across the Insurance value chain through AI, Engineering, Design & Behavioural Sciences programs. If so, what do you recommend to organizations to help them overcome these? We see CDAOs grapple with challenges across multiple dimensions: 1.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

CIO Business Intelligence

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is He also recommends tapping the open-source community for models that can be pre-trained for various tasks.

Cost-Benefit 135

Cost-Benefit Modeling Testing IoT 135

CIO Business Intelligence

MAY 16, 2023

SAP is also looking to improve its customer experience tools in other ways, providing industry-specific accelerators to help some enterprises roll the software out faster, and helping online retailers reduce waste by offering tools to support the resale of refurbished or returned products.

Sales 114

Sales Software Interactive Enterprise 114

CIO Business Intelligence

APRIL 25, 2022

Some of the focused solutions that form a part of Databricks’ new M&E lakehouse include recommendation engines, a customer lifetime value (CLV) module, a streaming quality of service module, and toxicity detection for gaming. Recommendations also include suggestions for product development choices.

Recreation/Entertainment 119

Recreation/Entertainment Data Lake Data Warehouse Unstructured Data 119

CIO Business Intelligence

JANUARY 25, 2024

Consider bespoke AI Some knowledge-work jobs that lend themselves to gen AI require more experienced digital assistants. Some 75% of the value that generative AI use cases could deliver falls across four areas, according to McKinsey research : customer operations, marketing and sales, engineering, and R&D. Generative AI

Strategy 109

Strategy Risk ROI Sales 109

IBM Big Data Hub

MAY 1, 2023

Migrate for Compute Engine is a GCP tool that has a right-sizing feature that recommends instance types for optimized cost and performance. This tool provides two types of right-sizing recommendations. To operate at the lowest cost, right-sizing resources must be done on a continuous basis. Figure 1 shows the application stack.

Optimization 92

Optimization ROI Consulting Dashboards 92

AWS Big Data

SEPTEMBER 18, 2023

The objective is to perform transformations using an AWS Glue Studio notebook with CodeWhisperer recommendations and then write the data back to Amazon Simple Storage Service (Amazon S3) in Parquet file format as well as to Amazon Redshift. Create an AWS Glue Studio notebook Let’s get started. Select Jupyter Notebook and choose Create.

Data Integration 92

Data Integration Big Data Interactive Software 92

CIO Business Intelligence

APRIL 12, 2024

IT has always been known as a lucrative industry for job seekers, but in the past year, with increased layoffs, some of that confidence has wavered. According to a report from Indeed , a large part of this shift has come as organizations focus more on adopting AI in the workplace.

Deep Learning 124

Deep Learning IT Machine Learning IoT 124

CIO Business Intelligence

OCTOBER 16, 2023

By quickly showing engineers the financial implications of feature development and product changes, for example, they can optimize features for cost in the same way they tune for performance or uptime. All cloud vendors provide some capabilities for daily or even hourly reports on cloud costs to provide recommendations for lowering costs.

Optimization 140

Optimization Enterprise Finance Data Processing 140

CIO Business Intelligence

JUNE 20, 2023

Or, more commonly, they might be right about some things and wrong about others. Just like a custom-tailored suit, you want a recommendation that’s stitched together for your specific needs.” Beyond its sheer uselessness, boilerplate advice generally lacks the data, insight, and focus needed to support its recommendations. “A

Consulting 111

Consulting IT Cost-Benefit ROI 111

IBM Big Data Hub

OCTOBER 19, 2023

But with access to advanced technology, smart farming recommendations and specialized weather forecasts, farmers can build resilient and flexible operations that can help maximize their fields’ productive potential. But the once predictable seasons that smallholder farmers rely on are steadily shifting due to climate change.

Forecasting 101

Forecasting Consulting Risk Modeling 101

Data Science 101

FEBRUARY 28, 2020

Microsoft has just announced the end of some long standing certifications. Microsoft Certification Recommendations. Microsoft has provides some recommendations for people moving from the old certifications to the new ones. The diagram above show some of the recommendations.

Data Science 101

Data Science Technology Management Analytics 101

O'Reilly on Data

FEBRUARY 19, 2021

Here are some of the most significant themes we see as we look toward 2021. Some of these are emerging topics and others are developments on existing concepts, but all of them will inform our thinking in the coming year. Both are seeing strong growth. What’s the next platform on the horizon? We’ll see in the coming year.

Data Lake 289

Data Lake Data Warehouse Machine Learning Modeling 289

DataKitchen

OCTOBER 5, 2021

A DataOps Engineer owns the assembly line that’s used to build a data and analytic product. While car companies lowered costs using mass production, companies in 2021 put data engineers and data scientists on the assembly line. Imagine if a car company asked the engineers who designed cars to also build them.

Testing 157

Testing Dashboards Measurement Experimentation 157

Data Science and Beyond

JANUARY 11, 2020

My story seems to reflect that: From my first steps in sentiment analysis and topic modelling, through building recommender systems while dabbling in Kaggle competitions and deep learning a few years ago, and to my present-day interest in causal inference. Most of the problems you will face are, in fact, engineering problems.

Software 103

Software Data Science Machine Learning Deep Learning 103

O'Reilly on Data

APRIL 23, 2024

Algorithms for search, recommendations, social media feeds, entertainment, and news became the foundation of an enormous new economy. Why is it now subject to the same kind of antitrust complaints faced by Microsoft, once the “evil empire” of the previous generation of computing? Attention allocation was outsourced to the machines.

Advertising 270

Advertising Cost-Benefit Marketing Risk 270

O'Reilly on Data

APRIL 30, 2024

The problems fostered by social media, search, and recommendation algorithms was never an engineering issue, but one of financial incentives (of profit growth) not aligning with algorithms’ safe, effective, and equitable deployment. As the saying goes : history doesn’t necessarily repeat itself but it does rhyme.

Risk 221

Risk Advertising Cost-Benefit Sales 221

Smart Data Collective

JULY 2, 2023

We are also going to talk about some of the ways that AI technology can help with responsive web design. For instance, personalized landing pages can be created by offering customized image recommendations that align with the user’s previous interactions or purchases. Did you spend long on the website? Have you been back since?

Machine Learning 70

Machine Learning Sales Strategy Optimization 70

CIO Business Intelligence

NOVEMBER 20, 2023

Chatbot conversations and decisions By some estimates, intelligent chatbots can already answer 80% of routine customer questions. CIOs and others in the C-suite are already seeing payoffs from using AI to automate myriad types of business tasks and workflows. Here’s a look at a few areas where it’s gaining influence.

Sales 131

Sales Cost-Benefit Manufacturing Forecasting 131

CIO Business Intelligence

MARCH 15, 2022

For some use cases, there just isn’t enough data available, either because the use case happens very infrequently, or the use case is new and there isn’t much historical data available yet. To fill gaps in training data: Some data sets don’t fully reflect a company’s use cases.

Strategy 145

Strategy Testing Modeling Sales 145

AWS Big Data

MARCH 26, 2024

With the AWS Well-Architected Framework, cloud architects, system architects, engineers, and developers can build secure, high-performance, resilient, and efficient infrastructure for their applications and workloads. This lens also provides recommendations to address any gaps you may identify. What’s new in the Data Analytics Lens?

Data Analytics 55

Data Analytics Analytics Big Data Data Lake 55

CIO Business Intelligence

FEBRUARY 13, 2024

The result is wasted time, confusion, and, in some cases, conflicting insights. Still, when all is said and done, some key metrics stand out above the rest for accurately measuring IT success. Every leader and every team should use rate of change to determine how quickly they can turn around a particular change, Avila recommends.

Metrics 140

Metrics IT ROI Measurement 140

CIO Business Intelligence

MARCH 18, 2024

It’s basically microservices pre-built by Nvidia for a variety of models: open models from the ecosystem, proprietary models, some models from Nvidia, models from small startups to big clouds,” said Manuvir Das, VP of enterprise computing at Nvidia. “We “There are tons of documents that are not residing in an SAP system,” Herzig said.

Digital Transformation 118

Digital Transformation Optimization Modeling Enterprise 118

Smart Data Collective

SEPTEMBER 13, 2023

of marketers use AI in marketing to some degree or another. When you watch or listen to something one day, the next day you will have a whole category of recommendations from the same genre as your most played or watched. It’s also how your Amazon account has recommendations on more products you can buy. Does it add value?

Machine Learning 97

Machine Learning Marketing Strategy Optimization 97

CIO Business Intelligence

MAY 17, 2022

We do not have an adequate level of control and explainability over how our systems use data,” said the document, which was attributed to Facebook privacy engineers. In some cases, those recommendations can literally be a matter of life and death.

Risk 145

Risk Consulting Machine Learning Data Science 145

CIO Business Intelligence

OCTOBER 20, 2023

According to the 2024 IT Salary report from Robert Half , these are some of the most valuable certifications IT professionals can hold in the coming year. Whatever your reason for getting certified, certifications are a great way to strengthen your resume, set yourself apart from other candidates in a job search, and boost your salary.

IT 137

IT Consulting Testing IoT 137

CIO Business Intelligence

SEPTEMBER 14, 2022

Software engineer. The demand for software in manufacturing has only increased, as nearly every piece of equipment or hardware is now connected to the internet in some form — and this has also increased the demand for software engineers. Principal software engineer. Systems engineer.

Manufacturing 116

Manufacturing IT Software Digital Transformation 116

Smart Data Collective

AUGUST 25, 2021

Meanwhile, in education, the University of Michigan created an AI program that reviews writing submissions and recommends revisions. For example, it can recommend products based on users’ buying patterns. This section will share eight ways an eCommerce business can use AI and provide some real-life examples.

Visualization 134

Visualization Sales Marketing Technology 134

IBM Big Data Hub

MARCH 8, 2024

Some forecasts suggest online retail might be responsible for half of all retail revenues by next year. In the midst of a massive shift in how consumers purchase goods and services, here are some ecommerce trends that are projected to impact the global USD 3.3

Consulting 90

Consulting Marketing Sales Data Processing 90

CIO Business Intelligence

JANUARY 6, 2023

For some that means getting a head start in filling this year’s most in-demand roles, which range from data-focused to security-related positions, according to Robert Half Technology’s 2023 IT salary report. Cloud engineers should have experience troubleshooting, analytical skills, and knowledge of SysOps, Azure, AWS, GCP, and CI/CD systems.

Software 143

Software Big Data Testing Management 143

CIO Business Intelligence

JANUARY 17, 2024

This project aims to enable the company to transform its insight delivery by using a cloud-enabled infrastructure and proprietary reporting engine, built on open standards. In some cases, it also works with select integrators such as Accenture and ThoughtWorks to help implement and integrate solutions. js and React.js.

Digital Transformation 119

Digital Transformation Dashboards Reporting Data Science 119

AWS Big Data

NOVEMBER 20, 2023

With this analysis, you can evaluate and apply the recommended fixes and best practices for architecting your jobs and pipelines. This threshold is just a recommendation; you can adjust the threshold based on your specific use case (for example, some jobs are expected to be skewed and it’s not an issue to be alarmed for).

Metrics 92

Metrics Data Lake Cost-Benefit Dashboards 92

CIO Business Intelligence

APRIL 10, 2024

He recommends enterprises conduct an incident test, or “a little chaos engineering,” before signing a contract. “As So, Seekr signed on with a regional colocation provider to host several GPU- and CPU-enabled systems. It is built on open software, including Intel’s oneAPI, to support the benchmarking of large-scale AI deployments.

IT 119

IT Testing Optimization Modeling 119

Data Science 101

SEPTEMBER 6, 2023

There have been some pretty big advancements in both recently, and I think we’ll be seeing the results of that pretty soon in commercial tech. Highly recommend this talk about GPT if you’re curious about the future of AI and how quickly things are progressing. What are some of your favorite developer resources?

Interactive 111

Interactive IoT Sales Modeling 111