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O’Reilly online learning contains information about the trends, topics, and issues tech leaders need to watch and explore. It’s also the data source for our annual usage study, which examines the most-used topics and the top search terms. [1]. Up until 2017, the ML+AI topic had been amongst the fastest growing topics on the platform.
Over the past several years, organizations across the board have made progress in improving environmental sustainability by reducing greenhouse gas emissions, cutting back on toxic substances, using more earth-friendly packaging, and replacing energy-inefficient infrastructure. What’s more, sustainability remains high on the C-suite agenda.
In practice this means developing a coherent strategy for integrating artificial intelligence (AI), big data, and cloud components, and specifically investing in foundational technologies needed to sustain the sensible use of data, analytics, and machine learning. At the 2018 Strata Data London, data privacy and GDPR were big topics.
The survey points to a fundamental misunderstanding among many business leaders regarding the data work needed to deploy most AI tools, says John Armstrong, CTO of Worldly, a supply chain sustainability data insights platform. Theres a perspective that well just throw a bunch of data at the AI, and itll solve all of our problems, he says.
Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. The resource examples I’ll cite will be drawn from the upcoming Strata Data conference in San Francisco , where leading companies and speakers will share their learnings on the topics covered in this post.
One new and interesting topic covered at the event was process mining, which Infor is introducing in its various cloud suites. For more relevant research on this topic , please read this Perspective by my colleague David Menninger.
While genAI has been a hot topic for the past couple of years, organizations have largely focused on experimentation. Does it contribute to business outcomes such as revenue, sustainability, customer experience, or saving lives? In 2025, thats going to change.
Overall the recent paper “ Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI ” by Gaël Varoquaux, Sasha Luccioni, and Meredith Whittaker explores how LLMs show diminishing returns as data and model sizes scale, in contrast to the scaling laws which suggest a “bigger is better” assumption.
The report explores high-priority topics like the effect of GenAI on the workforce and organisational culture, as well as challenges relating to ethics, safety and sustainability. The need for responsible innovation is paramount, as is balancing GenAI ambitions with an organisation’s sustainability goals.
Solution overview The MSK clusters in Hydro are configured with a PER_TOPIC_PER_BROKER level of monitoring, which provides metrics at the broker and topic levels. For instance, we conducted tests that involved sending high-throughput traffic to the cluster and creating topics with many partitions.
Sustainability is no longer a peripheral concern but a strategic business imperative. As regulatory scrutiny, investor expectations, and consumer demand for environmental, social and governance (ESG) accountability intensify, organizations must leverage data to drive their sustainability initiatives.
Changing consumer behavior and expectations, competition from major e-retailers, evolving cybersecurity challenges, inflationary pressures, sustainability and environmental concerns, and the pressure to take advantage of AI are all very real concerns for retailers today. IDC, June 2024). And they are making progress.
MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. MLOps “done right” addresses sustainable model operations, explainability, trust, versioning, reproducibility, training updates, and governance (i.e.,
Using data in today’s businesses is crucial to evaluate success and gather insights needed for a sustainable company. An additional important thing to consider is which one business should implement in order to gain sustainable success and maintain its competitiveness on the market. Sales: Lead-to-Opportunity Ratio.
That being said, here, we explore 14 of the best data science books in the world today, highlighting the very features, topics, and insights that make each of these institutional data-centric bibles crucial for the success of your career and business. Exclusive Bonus Content: The top books on data science summarized!
There are a number of ways that generative AI can help employees process the masses of data involved in ESG reporting, according to Amy Cravens, a research manager contributing to IDC’s sustainable strategies and technologies team. One of those is deriving insight from data. However, compliance with the EU CSRD will be mandatory.
The report explores high-priority topics like the effect of GenAI on the workforce and organisational culture, as well as challenges relating to ethics, safety and sustainability. The need for responsible innovation is paramount, as is balancing GenAI ambitions with an organisations sustainability goals.
At the same time, the importance of environmental, social, and governance (ESG) policies has become a boardroom topic, with sustainability concerns leading the way in many geographies. This presents a critical sustainability challenge. To find out about Intel’s commitment to a sustainable future, visit intel.com/sustainability.
Question the status quo and learn from the best while critically dealing with hype topics such as AI in order to make informed decisions,” he adds. According to Reitz, the effects of technology on people must also always be top of mind.
From an industry perspective, the topic of data fabrics is on fire. Turning data analytics into a sustainable competitive advantage because your data team can go really fast while incurring virtually zero errors. Gartner included data fabrics in their top ten trends for data and analytics in 2019. What is a Data Fabric?
Create sustainable vs. quick wins. Consider the impact of your strategy, sustainability, alignment, and other topics as the company goes through its plan. Sustainability – The transformation program aims to deliver stated business and clinical outcomes over the next one to three years to maintain them for seven years.
What do you forecast to be 2024’s top tech trends or emerging topics in the Middle East and what’s driving these trends? Sustainability emerged as a key C-suite priority, on the back of greater governmental focus. The demand for sustainable technologies and tech-enablement of ESG strategies has gained speed.
director of sustainability innovation at VMware. That interview, shortened for this post, offers a view into sustainability from one of the most insightful voices on the topic today. That interview, shortened for this post, offers a view into sustainability from one of the most insightful voices on the topic today.
Using online data visualization tools to perform those actions is becoming an invaluable resource to produce relevant insights and create a sustainable decision-making process. Let’s see how it will be developed in the business intelligence trends topics of 2020. That being said, business users require software that is: Easy to use.
In a previous blog , I described the three areas of product development and operation that HPE Aruba Networking focuses on when designing our products for IT efficiency and sustainable operations—like how products are made, how they work, and how they are being used. But what about the product lifecycle itself? Zero Trust
At many companies, executives are advocating for comprehensive environmental measures, investors are demanding more sustainable ventures, and customers are increasingly seeking low-carbon products to combat pollution and preserve biodiversity. The challenges to accomplishing this are substantial.
The three main pillars of ESG include: Environmental commitment : This includes everything around a company’s commitment to sustainability and the impact it has on the environment, including its carbon emissions and footprint, energy usage, waste, and environmental responsibility. What does a bad ESG score mean for business?
This story is about three water utilities that worked together, like the fictional Fremen of the desert-planet Arakkis, to build a synergistic system to manage water usage across their entire water sector sustainably and much more efficiently. It promotes sustainable water usage practices and helps conserve precious resources.
It’s about more essential topics such as process standardization and the definition of new business models. And above all, it’s about making these innovations, which ultimately keep companies competitive and productive — or sustainable, accessible and usable. Restructuring is currently a main topic at SAP.
Fortunately, three forces are combining to make this vision for sustainable transportation a reality: connectivity, digitalisation, and cross-sector collaboration. 5G connectivity also supports the broader role for digitalisation in enabling sustainable transportation.
ESG (Environmental, Social, and Governance) topics have emerged as critical issues for organizations of all sizes. Among those issues, sustainability has seen a surge of interest, rising steadily on CIOs’ priority lists. But it’s going to require unprecedented cooperation among all stakeholders to drive change.
SustainabilitySustainability is increasingly becoming a priority for organizations worldwide. The event will address how technology can be a driving force behind sustainable initiatives. Tech leaders should expect detailed discussions on how to integrate quantum solutions into their long-term strategies.
Especially in the SaaS B2B area, where different packages and subscription models have immense value in defining the quality of the company, the possibility to establish itself on the market, and generate sustainable development. Customer churn. The customer churn is another critical metric that affects the SaaS client retention processes.
While both terms are often used interchangeably, there are certain differences that we will focus on to get a more clear picture on this topic. Data distribution comes as one of the most important processes when it comes to sharing information and providing stakeholders with indispensable insights to obtain sustainable business development.
We recently ran a poll on the CIO Tech Talk community to ask questions and gauge input on the topic of vendor consolidation from the buyer’s perspective: how real it is, how widespread, and whether this is a permanent shift or just a short-term blip.
The topics covered a wide variety of different industries, with lots of great, concrete examples of how SAP’s customers and partners are using technology to innovate. I also loved the episode The Race to Zero: Regenerative Business Models for a Sustainable Future. The logic of the argument was very convincing.
In the executive education programs in which I teach, I’ve actually had hard-nosed veteran executives thank me and my colleagues for creating the space where these topics can be discussed openly,” he says. Historically, IT departments have been insulated from the full force of consumer and investor sustainability demands,” Dibachi says.
By working with visual key performance indicators (KPIs) and a mix of interactive charts and graphs, you can use a CRM dashboard report to spot trends that will empower you to develop strategies that will build trust as well as brand loyalty on a sustainable basis.
You will be able to tell whether the site is likely to be profitable and provide enough of a sustainable revenue stream to make up for the investment. Created as part of a forward-looking content marketing strategy and based on keyword, topic, and audience research. But Make Sure That Plan is Sustainable Post-Purchase.
We suspected that data quality was a topic brimming with interest. In our recent analysis of Strata Conference speakers’ proposals , for example, terms that correlate with real-time use cases were entrenched in the first tier of proposal topics. Key survey results: The C-suite is engaged with data quality. Stream” was the No.
Customers are increasingly dealing with questions that focus not only on data management issues like efficiency, sovereignty and security, but also sustainability,” says Braun. We see increasing pressure being placed on our customers to take action on sustainability measures,” he says.
As such, it requires visionary leaders committed to sustainability and innovation and a deep understanding of international energy markets and the geopolitical forces that shape them. The Gastech Conference is certainly visionary and you can learn more about the topics covered here.
The system can also detect when filters are getting blocked, resulting in more cheaper, more proactive, more sustainable maintenance — In a recent interview , the two actoVent managing directors, Jörg and Franz Penka explained: “Today, many filters are purchased based on price. Over 70% is for the energy costs of the filter.
But not all cloud providers are on the same ESG level; some have better sustainability strategies than others, and some providers’ strategies are more effective. Some companies might choose to do Scope 3 reporting, thereby gaining an ESG advantage by virtue of their cloud provider’s sustainability practices.
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