CIO Business Intelligence

FEBRUARY 21, 2023

The pandemic-era push to quickly boost digital touchpoints and services proved that transformation can happen fast. That has left a lasting legacy: Even as the pandemic recedes, enterprise executives continue to expect CIOs and their IT departments to deliver transformative capabilities at a rapid-fire pace. If you think you’re keeping up, think again: One recent study from research firm Gartner found that the majority of CEOs (59%) say digital initiatives take too long and 52% take too long to

Digital Transformation 145

Digital Transformation Marketing Technology Software 145

Rocket-Powered Data Science

FEBRUARY 15, 2023

Generative AI is the biggest and hottest trend in AI (Artificial Intelligence) at the start of 2023. While generative AI has been around for several years , the arrival of ChatGPT (a conversational AI tool for all business occasions, built and trained from large language models) has been like a brilliant torch brought into a dark room, illuminating many previously unseen opportunities.

Strategy 289

Strategy Experimentation Uncertainty Machine Learning 289

CIO Business Intelligence

FEBRUARY 27, 2023

Italian insurer Reale Group found itself with four cloud providers running around 15% of its workloads, and no clear strategy to manage them. “It was not a result we were seeking, it was the result of reality,” said Marco Barioni, CEO of Reale ITES, the company’s internal IT engineering services unit. Since then, Barioni has taken control of the situation, putting into action a multi-year plan to move over half of Reale Group’s core applications and services to just two public clouds in a quest

Cost-Benefit 143

Cost-Benefit Insurance Optimization Enterprise 143

Analytics Vidhya

FEBRUARY 1, 2023

Introduction Do you know that the majority of medical errors are caused by misdiagnosis? Because many diseases have similar symptoms, which is difficult for doctors to give accurate results. The main reasons for misdiagnosis are a lack of experienced doctors, lack of time with patients, lack of resources, etc. What if some technology can overcome […] The post Use of ML in HealthCare: Predictive Analytics and Diagnosis appeared first on Analytics Vidhya.

Predictive Analytics 373

Predictive Analytics Analytics Technology Forecasting 373

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

Data Collection

O'Reilly on Data

FEBRUARY 14, 2023

Everybody knows about ChatGPT. And everybody knows about ChatGPT’s propensity to “make up” facts and details when it needs to, a phenomenon that’s come to be called “hallucination.” And everyone has seen arguments that this will bring about the end of civilization as we know it. I’m not going to argue with any of that. None of us want to drown in masses of “fake news,” generated at scale by AI bots that are funded by organizations whose intentions are most likely malign.

Optimization 242

Optimization Modeling Software IT 242

KDnuggets

FEBRUARY 14, 2023

Docker is dependency management on steroids, helping to ensure both reproducibility and collaboration, making it an important tool for data science. Our latest cheat sheet serves as a handy Docker reference. Check it out now!

Data Science 151

Data Science Management IT 151

Smart Data Collective

FEBRUARY 1, 2023

We have talked about ways that big data can help grow your business. But big data can also help demonstrate the importance of pursuing a degree in business as well. Data analytics technology is constantly shedding new insights into our lives. Many things are well observed through anecdotal experiences, but we have had a hard time proving them before data analytics technology became mainstream.

Analytics Technologies 128

Analytics Technologies Data Analytics Technology Analytics 128

CIO Business Intelligence

FEBRUARY 13, 2023

The economy may be looking uncertain, but technology continues to drive the business and CIOs are investing big in 2023. At the same time, they are defunding technologies that no longer contribute to business strategy or growth. It’s not a stretch to say that across the board, CIOs are continuing to invest in some form of AI. Upgrading cloud infrastructure is critical for deploying broad AI initiatives more quickly, so that’s a key area where investments are being made this year.

IT 145

IT Insurance Machine Learning Marketing 145

Analytics Vidhya

FEBRUARY 1, 2023

Introduction Artificial Intelligence (AI) and Machine Learning (ML) have rapidly become some of the most important technologies in the field of cybersecurity. With the increasing amount of data and sophisticated cyber threats, AI and ML are being used to strengthen the security of organizations and individuals. AI and ML are used to analyze large amounts of […] The post Future of AI and Machine Learning in Cybersecurity appeared first on Analytics Vidhya.

Machine Learning 366

Machine Learning Technology Analytics 366

Paul Turley

FEBRUARY 5, 2023

There is no secret about this. If you do any legitimate research about Power BI (reading blogs, books or training from reliable sources), you will quickly learn that a lot of basic functionality requires a dimensional model, aka "Star Schema". This is a hard fact that every expert promotes, and self-taught data analysts either have learned or will learn through experience.

Modeling 121

Modeling IT 121

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

Modeling

KDnuggets

FEBRUARY 1, 2023

Can ChatGPT provide answers to data science questions to the same standard of humans? Check out this attempt to do so, and compare the answers to those from experts.

Data Science 152

Data Science 152

Teradata

FEBRUARY 9, 2023

In the aftermath of the 2008 financial crash, service providers have been subject to increasing rules & requirements. To what extent has this climate held back advances in data analytics?

Data Analytics 116

Data Analytics Analytics 116

Smart Data Collective

FEBRUARY 23, 2023

In the digital age, online brands constantly look for ways to improve their branding and stay ahead of the competition. Data mining technology is one of the most effective ways to do this. By analyzing data and extracting useful insights, brands can make informed decisions to optimize their branding strategies. This article will explore data mining and how it can help online brands with brand optimization.

Data mining 126

Data mining Optimization Technology Marketing 126

CIO Business Intelligence

FEBRUARY 7, 2023

Black women in technology are burnt out and impatient with an IT industry slow to change. More than a dozen Black women working in technology roles, across a wide range of industries and at varying levels of seniority, spoke to CIO.com on the back of a British Computer Society (BCS) and Coding Black Females (CBF) report— The Experiences of Black Women in the IT Industry , fielded in the summer of 2021 but launched last October—that found that total representation of Black people in the UK IT wor

Technology 144

Technology Advertising Software Management 144

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Analytics

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform that is built on top of the Microsoft Azure cloud. A collaborative and interactive workspace allows users to perform big data processing and machine learning tasks easily. In this blog post, we will take a closer look at Azure Databricks, its key features, […] The post Azure Databricks: A Comprehensive Guide appeared first on Analytics Vidhya.

Big Data 363

Big Data Machine Learning Interactive Data Processing 363

CONTACT Software

FEBRUARY 1, 2023

Today is “change your password day” again. A well-intentionedinitiative for more IT security. Coming originally from the military context of the 1960s, the recommendation to change your password regularly can still be found in many corporate policies today.

IT 111

IT Technology 111

KDnuggets

FEBRUARY 27, 2023

In this tutorial, we will learn to Initiates the Spark session, load, and process the data, perform data analysis, and train a machine learning model.

Data Science 159

Data Science Machine Learning Modeling 159

Paul Turley

FEBRUARY 8, 2023

usiness users often need to know how fresh the data is that they see on a Power BI report. This requirement can be interpreted to mean either "when was the last date & time that the source data was updated?" or "when was the last date & time that the data model was refreshed?" I've used a few different approaches to record the actual date and time, but all generally using the same technique.

Measurement 108

Measurement Reporting Modeling 108

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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

Visualization

Smart Data Collective

FEBRUARY 11, 2023

Over the last few years, the demand for student loans and financial aid has significantly increased as many employers are now dismissing applicants who are without college educations. While this was always the case for certain niches in the past, it’s becoming an increasingly popular practice even among retail and part-time positions that usually don’t have such harsh restrictions on their employees.

Big Data 118

Big Data Statistics Data Collection Reporting 118

CIO Business Intelligence

FEBRUARY 13, 2023

For many of today’s global enterprises, it’s a struggle to adapt quickly to emerging challenges. With supply chain issues and the impending recession, digital transformation remains a pressing strategic imperative. However, key digital transformation milestones remain out of reach for far too many teams. To make real strides in each of these areas, Value Stream Management (VSM) has emerged as an urgent demand.

Digital Transformation 144

Digital Transformation Management Reporting Data-driven 144

Analytics Vidhya

FEBRUARY 25, 2023

Introduction Artificial Intelligence is the ability of a computer to work or think like humans. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI. ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

Deep Learning 349

Deep Learning Modeling Analytics IT 349

Cloudera

FEBRUARY 21, 2023

SQL Stream Builder (SSB) is a versatile platform for data analytics using SQL as a part of Cloudera Streaming Analytics, built on top of Apache Flink. It enables users to easily write, run, and manage real-time continuous SQL queries on stream data and a smooth user experience. Though SQL is a mature and well understood language for querying data, it is inherently a typed language.

Data Transformation 108

Data Transformation Data Processing Data Collection Publishing 108

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

KDnuggets

FEBRUARY 2, 2023

Learn the basics of machine learning, including classification, SVM, decision tree learning, neural networks, convolutional, neural networks, boosting, and K nearest neighbors.

Machine Learning 143

Machine Learning 143

Timo Elliott

FEBRUARY 1, 2023

I recently had the honor of being a presenter and moderator at some internal kickoffs in the (incredibly dynamic) Middle East region, and with tongue firmly in cheek, I had fun with text-to-AI algorithms to portray what the future might look like: City skylines with flying taxis? A certain software company’s middle east office of the future, with view over the desert (and robot employees?

Software 105

Software 105

Smart Data Collective

FEBRUARY 14, 2023

Data analytics technology has played a huge role in the future of small businesses. One study from March 2020 showed that 67% of small businesses spend over $10,000 a year on data analytics. Of course, this statistic predates the pandemic. Many businesses have since invested even more in their data analytics infrastructure, since they have relied more heavily on digital technology in a post-pandemic world.

Data Analytics 117

Data Analytics Analytics Advertising Sales 117

CIO Business Intelligence

FEBRUARY 10, 2023

Predictive analytics definition Predictive analytics is a category of data analytics aimed at making predictions about future outcomes based on historical data and analytics techniques such as statistical modeling and machine learning. The science of predictive analytics can generate future insights with a significant degree of precision. With the help of sophisticated predictive analytics tools and models, any organization can now use past and current data to reliably forecast trends and behavi

Predictive Analytics 141

Predictive Analytics Analytics Predictive Modeling Forecasting 141

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. ♻️ Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets. 📊 Join us for a practical webinar hosted by Kevin Kai Wong of Emergent Ene

Manufacturing

Analytics Vidhya

FEBRUARY 28, 2023

Introduction Data science has taken over all economic sectors in recent times. To achieve maximum efficiency, every company strives to use various data at every stage of its operations. Each aspect of data science, like data preparation, the importance of big data, and the process of automation, contributes to how data science is the future […] The post 30 Best Data Science Books to Read in 2023 appeared first on Analytics Vidhya.

Data Science 326

Data Science Big Data Analytics IT 326

Juice Analytics

FEBRUARY 20, 2023

“Endings are hard” is the subject of a recent episode of Malcolm Gladwell’s podcast Revisionist History. He shares a live stage with comedian Mike Birbiglia, an extremely accomplished storyteller in his own right. Together they bemoan the inadequacy of many story endings. Gladwell compares how we evaluate people and how we evaluate stories. Unlike our snap judgements about people, …our evaluation of stories is the opposite.

IT 105

IT 105

KDnuggets

FEBRUARY 1, 2023

There are various challenges in MLOps and model sharing, including, security and reproducibility. To tackle these for scikit-learn models, we've developed a new open-source library: skops. In this article, I will walk you through how it works and how to use it with an end-to-end example.

Modeling 138

Modeling IT 138

Timo Elliott

FEBRUARY 2, 2023

A few months ago I was asked for some advice about how I put together presentations as an Innovation Evangelist, and this post is a reworked version of those points. First, the context: most of the presentations I give are keynote-style presentations on the trends around the intersection of business and technology to diverse audiences (i.e. some mix of business technical people, different industries, lines of business, regions, etc.).

Interactive 104

Interactive Technology Management IT 104

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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

Strategy