CIO Business Intelligence

DECEMBER 19, 2023

The analyst reports tell CIOs that generative AI should occupy the top slot on their digital transformation priorities in the coming year. Moreover, the CEOs and boards that CIOs report to don’t want to be left behind by generative AI, and many employees want to experiment with the latest generative AI capabilities in their workflows. This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs

Digital Transformation 141

Digital Transformation Unstructured Data Machine Learning Risk Management 141

Smart Data Collective

DECEMBER 19, 2023

AI is playing a huge role in the future of software development. We covered some of the important aspects of it in this article. Developing AI programs can be a very complicated task.

Software 100

Software IT 100

CIO Business Intelligence

DECEMBER 18, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax For all the deserved enthusiasm about the potential of generative AI, “ ChatGPT is not your AI strategy ” remains sound advice. That said, it’s still worthwhile to think about how to use large language model (LLM)-powered tools like ChatGPT in more strategic ways. New research from Microsoft on use of its Copilot AI assistant points to ways that everyone—from the most junior individual contributor to the CEO—can lean in to doing so in any

Strategy 131

Strategy IT Uncertainty Machine Learning 131

Analytics Vidhya

DECEMBER 21, 2023

Introduction Missing data is a common challenge in machine learning and data analysis. Handling it is crucial in data preprocessing for building accurate and reliable models. It can lead to biased results and inaccurate predictions if not correctly addressed. Scikit Learn is a savior if you face these issues very often. Sklearn impute is a […] The post Sklearn Impute for Effective Missing Data Handling in Machine Learning appeared first on Analytics Vidhya.

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Machine Learning Modeling Analytics IT 275

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Stuck with stalled AI projects? Data silos and fragmented processes are likely culprits. This IDC report unveils Data Products as the secret weapon. By treating data as a product, organizations can overcome these challenges and unlock the true potential of AI. Learn how a unified data control plane empowers Data Products to deliver trusted, high-quality data for faster insights and improved decision-making.

ROI

KDnuggets

DECEMBER 19, 2023

Soon AI will become embedded into daily business processes, including cybersecurity controls. The author explains how to assess which processes make sense to automate.

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Smart Data Collective

DECEMBER 16, 2023

The rise of artificial intelligence or AI in the past decades has resulted in collective anxiety worldwide. The common apprehension is that there will be a massive loss of jobs as robots and computers eventually replace employees.

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Analytics Vidhya

DECEMBER 16, 2023

Introduction Once a realm of static content, ChatGPT is undergoing a revolutionary transformation with the infusion of ChatGPT plugins. These plugins act as virtual keys, unlocking uncharted territories in digital storytelling and reshaping user engagement. In this guide, we’ll embark on a journey exploring the seamless integration of ChatGPT plugins into the blogging world, uncovering […] The post Guide to Safely Transforming Interactions with ChatGPT Plugins appeared first on Analy

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Interactive Analytics 324

KDnuggets

DECEMBER 20, 2023

We've partnered with Springboard, the leading data science bootcamp offering personalized 1:1 mentorship, dedicated career support, proven outcomes, and an unbeatable money-back job guarantee, to present a handpicked collection of resources to supercharge your data science journey in the coming year.

Data Science 133

Data Science 133

IBM Big Data Hub

DECEMBER 18, 2023

One of the largest sources of data is all around us—that is, geospatial data. This is information relating to the Earth’s surface, its climate, the people who live on it, its ecosystems and more. Geographic information systems (GIS ) visualize and make sense of this data, helping people and businesses better understand the patterns and relationships of our world.

Internet of Things 107

Internet of Things IoT Forecasting Visualization 107

CIO Business Intelligence

DECEMBER 17, 2023

Contact centers are foundational to customer experience, but a lot of businesses get stuck during the haze of the holiday season. Customers call in droves (it’s not uncommon to see call volumes increase by as much as 41% between Thanksgiving and Cyber Monday alone), all expecting smooth and satisfying service regardless of how many others are behind them in the queue.

Management 128

Management Cost-Benefit Interactive Optimization 128

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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

DECEMBER 20, 2023

OpenAI, the renowned artificial intelligence research organization, has recently announced the adoption of its new preparedness framework. This comprehensive strategy mainly aims to measure and forecast potential risks associated with AI development. Meanwhile, it also emphasizes OpenAI’s commitment to halt deployment and development if safety mitigations fall behind.

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Forecasting Measurement Strategy Risk 315

KDnuggets

DECEMBER 22, 2023

Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!

Machine Learning 122

Machine Learning Data Science 122

AWS Big Data

DECEMBER 20, 2023

AWS Glue is a serverless data integration service that makes it easier to discover, prepare, and combine data for analytics, machine learning (ML), and application development. You can use AWS Glue to create, run, and monitor data integration and ETL (extract, transform, and load) pipelines and catalog your assets across multiple data stores. One of the most common questions we get from customers is how to effectively optimize costs on AWS Glue.

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CIO Business Intelligence

DECEMBER 20, 2023

THE BOOM OF GENERATIVE AI Digital transformation is the bleeding edge of business resilience. For years, it was underpinned by the adoption of cloud and the modernisation of the IT platform. As transformation is an ongoing process, enterprises look to innovations and cutting-edge technologies to fuel further growth and open more opportunities. Notably, organisations are now turning to Generative AI to navigate the rapidly evolving tech landscape.

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Digital Transformation Testing Software Cost-Benefit 124

Speaker: Anne Steiner and David Laribee

As an innovative concept, Developer Experience (DX) has gained significant attention in the tech industry, and emphasizes engineers’ efficiency and satisfaction during the product development process. To understand how a great DX can contribute not only to the well-being of our development teams, but also to the broader objectives of product success and customer satisfaction, we first need to understand the relationship between DX and the Product Manager Experience!

Optimization

Analytics Vidhya

DECEMBER 18, 2023

In the burgeoning realm of data science, the advent of 2024 heralds a pivotal moment as we cast our spotlight on a select cohort of luminaries driving innovation and shaping the future of analytics. The ‘Top 12 Data Science Leaders List’ serves as a beacon, celebrating these individuals’ exceptional expertise, visionary leadership, and substantial contributions […] The post Top 12 Data Science Leaders to Follow in 2024 appeared first on Analytics Vidhya.

Data Science 311

Data Science Analytics Machine Learning Data Analytics 311

KDnuggets

DECEMBER 19, 2023

There are many data-learning materials locked up behind expensive books. These cheap books would bolster your skills without blowing up your savings.

Data Science 119

Data Science 119

Smart Data Collective

DECEMBER 19, 2023

We have talked extensively about a lot of the changes that big data has brought to the financial industry. Earlier this year, we covered a post on some of the biggest benefits of using financial analytics to streamline financial processes. Another major benefit of big data is that it can help with investment planning.

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Big Data Analytics IT Finance 98

CIO Business Intelligence

DECEMBER 22, 2023

After marked increase in cloud adoption through the pandemic, enterprises are facing new challenges, namely around the security, maintenance, and management of cloud infrastructure. To tackle that, businesses are turning their budgets toward the cloud, with two out of every three IT decision-makers planning to increase cloud budgets in 2024, and nearly a third (31%) reporting that 31% of their IT budget is earmarked for cloud computing, according to the 2023 Cloud Computing Study from CIO.com pa

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Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

Data-driven

Analytics Vidhya

DECEMBER 22, 2023

Introduction LangChain has carved a niche as a popular framework for building and deploying large language models (LLMs) and dialogue agents. Its modular design, flexibility, and community support make it a compelling choice for many developers. However, LangChain is one of many options in town. Several exciting alternatives offer unique strengths and functionalities that may […] The post Top 8 Langchain Alternatives to Use in 2024 appeared first on Analytics Vidhya.

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Modeling Analytics IT Machine Learning 298

KDnuggets

DECEMBER 18, 2023

Looking for a great course to learn Artificial Intelligence with Python? Check out this free course from Harvard University.

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Smart Data Collective

DECEMBER 17, 2023

Analytics technology has seriously disrupted the manufacturing industry over the last decade. According to Mordor Intelligence, the market for analytics in manufacturing will be worth $19.5 billion by 2028. There are a number of ways that analytics has helped manufacturing companies improve their bottom line.

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CIO Business Intelligence

DECEMBER 20, 2023

Most enterprises are committed to a digital strategy and looking for ways to improve the productivity of their workforce. At the same time, developers are scarce, and the demand for new software is high. This has spurred interest around understanding and measuring developer productivity, says Keith Mann, senior director, analyst, at Gartner. “Organizations need to get the most out of the limited number of developers they’ve got,” he says.

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Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs. Putting the right LLMOps process in place today will pay dividends tomorrow, enabling you to leverage the part of AI that constitutes your IP – your data – to build a defensible AI strategy fo

Cost-Benefit

Analytics Vidhya

DECEMBER 20, 2023

In a groundbreaking revelation, artificial intelligence (AI) has demonstrated the ability to predict future events in people’s lives, including estimating the time of death. A collaborative research project from DTU, University of Copenhagen, ITU, and Northeastern University in the US has harnessed the power of transformer models, similar to ChatGPT, to analyze vast amounts of […] The post AI Accurately Predicts the Future!

Modeling 299

Modeling Analytics Technology 299

KDnuggets

DECEMBER 22, 2023

Learn how to integrate advanced AI multimodal models into your project using a simple Python API.

Modeling 143

Modeling 143

Smart Data Collective

DECEMBER 17, 2023

Cloud technology has been a godsend for companies in almost every sector. Therefore, it should not be particularly surprising that a growing number of companies are investing in cloud-based tools to improve scalability and boost profits.

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Software Technology IT 98

CIO Business Intelligence

DECEMBER 19, 2023

Each year, Americans take billions of trips on buses, light rail, subways, trains and other public transit modalities. So it’s not surprising the recent Bipartisan Infrastructure Law earmarked $91 billion in guaranteed funding for public transportation , with priority areas of public safety, climate, transport equity and investing in new public transportation technology.

Technology 118

Technology Internet of Things Risk Reporting 118

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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

Analytics

Analytics Vidhya

DECEMBER 22, 2023

Introduction Quantum computing represents a colossal leap forward in processing power, leveraging the role of quantum mechanics to perform complex calculations at unprecedented speeds. This cutting-edge technology can potentially revolutionize various fields, including artificial intelligence (AI). By offering vast computational resources and the ability to solve intricate optimization problems, quantum computing could enable AI systems […] The post The Role of Quantum Computing in Advanci

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Optimization Technology Analytics Machine Learning 297

KDnuggets

DECEMBER 21, 2023

The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.

Data Science 100

Data Science 100

AWS Big Data

DECEMBER 21, 2023

As the volume and complexity of analytics workloads continue to grow, customers are looking for more efficient and cost-effective ways to ingest and analyse data. Data is stored from online systems such as the databases, CRMs, and marketing systems to data stores such as data lakes on Amazon Simple Storage Service (Amazon S3), data warehouses in Amazon Redshift , and purpose-built stores such as Amazon OpenSearch Service , Amazon Neptune , and Amazon Timestream.

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CIO Business Intelligence

DECEMBER 18, 2023

Over the summer, I wrote a column about how CIOs are worried about the informal rise of generative AI in the enterprise. That column may have been the understatement of the year. Since then, many CIOs I’ve spoken with have grappled with enterprise data security and privacy issues around AI usage in their companies. A primary fear is that employees, partners, and organizational stakeholders might share everything from private data to source code into public large language models (LLMs), expose pr

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Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Management