Analytics Vidhya

FEBRUARY 13, 2023

Introduction Machine learning models have come a long way in the past few decades but still face several challenges, including robustness. Robustness refers to the ability of a model to work well on unseen data, an essential requirement for real-world applications. Adversarial learning is a promising approach for addressing this challenge and has recently gained […] The post Exploring the Use of Adversarial Learning in Improving Model Robustness appeared first on Analytics Vidhya.

Modeling 310

Modeling Machine Learning Analytics Data Science 310

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 295

Strategy Data-driven Machine Learning Experimentation 295

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.

Modeling 206

Modeling Optimization Software IT 206

datapine

FEBRUARY 17, 2023

Table of Contents 1) What Is White Label BI? 2) What Is Embedded BI? 3) The Link Between White Label BI & Embedded Analytics 4) An Embedded BI Workflow Example 5) White Labeled Embedded BI Examples In the modern world of business, data holds the key to success. A recent study by Experian, shows that 84% of surveyed businesses said that there has been more demand for data insights within the company since COVID-19.

Analytics 190

Analytics Business Intelligence Dashboards Data-driven 190

Advertiser: Data Robot

Generative AI is taking the world by storm, but the questions that all CEOs, data leaders, and AI leaders are being asked are: What are we going to do about it, and what is our plan? The business and creative possibilities are practically limitless with generative AI. From productivity gains to finding new routes to revenue generation, generative AI is going to radically transform how we work.

Technology

Analytics Vidhya

FEBRUARY 16, 2023

Introduction We are witnessing a revolution in the world due to artificial intelligence. This branch of computer science focuses on creating machines that mimic human intelligence in speech recognition, problem-solving, and pattern recognition tasks. Rapid advancements in AI technology have become a ubiquitous part of our daily activities, enhancing everything from consumer technology to healthcare, […] The post AI in Daily Life: Applications and Threats appeared first on Analytics Vidhya.

Analytics 305

Analytics Technology Machine Learning 305

David Menninger's Analyst Perspectives

FEBRUARY 16, 2023

I’ve previously written about the analytics continuum, which spans a range of capabilities including reporting, visualization, planning, real-time processes, natural language processing, artificial intelligence and machine learning. I’ve also written about the analysis that goes into making intelligent decisions with decision intelligence. In this perspective, I’d like to focus on one end of the analytics continuum, which I’ll label advanced analytics.

Analytics 147

Analytics Machine Learning Visualization Reporting 147

Phocas

FEBRUARY 15, 2023

When expectations built into budgets are not delivering, then it’s time to revise. Often business people don’t realise there is an issue for weeks because viewing budget vs actual numbers can involve a lot of manual work - so it’s put in the too hard basket. The finance team needs to get the actual numbers from the ERP, manually add them to the budget figures in spreadsheets and then run formulas for comparison.

Forecasting 130

Forecasting IT Finance 130

Analytics Vidhya

FEBRUARY 11, 2023

Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5. You Only Look Once, or YOLO is one of the most extensively used deep learning-based […] The post How to Train a Custom Dataset with YOLOv5?

Deep Learning 305

Deep Learning Analytics Modeling Technology 305

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 145

Digital Transformation Management Data-driven Enterprise 145

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 142

Data Science Management IT 142

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Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

Risk

Phocas

FEBRUARY 15, 2023

We all know cash is king in keeping your business alive. As organisations continue to face supply chain constraints, the rising cost of raw materials and late paying customers — cashflow is an ongoing concern — especially for commodity-based industries.

Modeling 130

Modeling Software Forecasting 130

Analytics Vidhya

FEBRUARY 17, 2023

Introduction Artificial Intelligence (AI) and Data Science have become popular terms today and will continue to grow more in the coming years. AI and Data Science define a powerful new era of computing that has the potential to revolutionize how people interact with everyday technology. And this is happening due to combinations of computing, advanced […] The post Top 10 AI & Data Science Trends to Watch in 2023 appeared first on Analytics Vidhya.

Data Science 298

Data Science Analytics Interactive Technology 298

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 Data-driven Data Science Machine Learning 145

KDnuggets

FEBRUARY 17, 2023

Here is a roadmap for learning Python in four weeks, a combination of curated resources and ChatGPT prompts to master the language.

141

141

Speaker: William Hord, Senior VP of Risk & Professional Services

Enterprise Risk Management (ERM) is critical for industry growth in today’s fast-paced and ever-changing risk landscape. When building your ERM program foundation, you need to answer questions like: Do we have robust board and management support? Do we understand and articulate our bank’s risk appetite and how that impacts our business units? How are we measuring and rating our risk impact, likelihood, and controls to mitigate our risk?

Risk

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 120

Big Data Data Collection Statistics Reporting 120

Analytics Vidhya

FEBRUARY 13, 2023

Introduction Are you interested in exploring the latest advancements in the data tech industry? Do you want to enhance your career growth or transition into the field? Look no further! Introducing DataHour – a series of expert-led webinars where you can gain hands-on experience, deepen your understanding and connect with leaders in the field. From […] The post Unlock Learning in the February DataHour Sessions appeared first on Analytics Vidhya.

Analytics 298

Analytics Data mining Machine Learning Data Science 298

CIO Business Intelligence

FEBRUARY 15, 2023

Planning and launching a major IT initiative can be a CIO’s biggest challenge. Everything has to go right: the technology, the goals, the financial platform, and most important of all, the timing. Launch an initiative too soon and the technology may be premature and flawed. On the other hand, failing to start the project a timely manner could mean falling behind competitors, perhaps even fatally.

IT 133

IT Digital Transformation Enterprise Consulting 133

KDnuggets

FEBRUARY 13, 2023

First reported by Reuters, Bard returned an inaccurate response, leading to a drop in Alphabet’s (GOOGL) stock price by as much as 9% on the day of the demonstration. For many in the data community, this did not come as a surprise; here’s why.

Reporting 103

Reporting 103

Advertiser: ZoomInfo

When economic headwinds pick up, sales leaders are the first to sound the alarm — and chart a new course. Longer sales cycles, larger buying committees, increased price pressure, and smaller teams can quickly combine to reduce your margin for error and increase the urgency to find a solution. To thrive in a challenging environment, sales teams need a rock-solid grasp of the fundamentals and the biggest force-multipliers they can get their hands on.

B2B

Smart Data Collective

FEBRUARY 14, 2023

We have discussed the compelling role that data analytics plays in various industries. In December, we shared five key ways that data analytics can help businesses grow. The gaming industry is among those most affected by breakthroughs in data analytics. A growing number of gaming developers are utilizing big data to make their content more engaging.

Data Analytics 119

Data Analytics Big Data Analytics Metrics 119

Analytics Vidhya

FEBRUARY 15, 2023

Introduction PyTorch is a popular open-source machine-learning library that has recently gained immense popularity among data scientists and researchers. With its easy-to-use interface, dynamic computational graph, and rich ecosystem of tools and resources, PyTorch has made deep learning accessible to a wider audience than ever before. However, like any other technology, PyTorch is not immune […] The post PyTorch: A Comprehensive Guide to Common Mistakes appeared first on Analytics Vidhya.

Deep Learning 296

Deep Learning Machine Learning Analytics Technology 296

CIO Business Intelligence

FEBRUARY 14, 2023

By George Trujillo, Principal Data Strategist, DataStax Increased operational efficiencies at airports. Instant reactions to fraudulent activities at banks. Improved recommendations for online transactions. Better patient care at hospitals. Investments in artificial intelligence are helping businesses to reduce costs, better serve customers, and gain competitive advantage in rapidly evolving markets.

Data Strategy 116

Data Strategy Strategy Data-driven Machine Learning 116

KDnuggets

FEBRUARY 16, 2023

In this article, we are going to take a look at five different data science-related scripting-friendly tasks, where we should see how flexible and useful Bash can be.

Data Science 105

Data Science 105

Advertiser: Data Robot

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. Enterprises need a platform that can make broader AI teams more productive, implementing more complex use cases and harnessing the fast pace of new AI technologies.

Data Science

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 Big Data Analytics Technologies 117

Analytics Vidhya

FEBRUARY 17, 2023

Introduction Are you curious about the latest advancements in the data tech industry? Perhaps you’re hoping to advance your career or transition into this field. In that case, we invite you to check out DataHour, a series of webinars led by experts in the field. Through these webinars, you’ll gain hands-on experience, deepen your understanding […] The post Join DataHour Sessions With Industry Experts appeared first on Analytics Vidhya.

Analytics 290

Analytics Data Warehouse Deep Learning Machine Learning 290

CIO Business Intelligence

FEBRUARY 17, 2023

Aside from commercial real estate dealers, office equipment vendors were among the hardest hit by the massive office evacuation following the pandemic. But the death of the office was much exaggerated, say some affected CIOs, who point to an increasing number of corporate mandates for employees to return to the office for at least three days per week as the telltale of better business ahead for them.

Digital Transformation 105

Digital Transformation Analytics IoT Enterprise 105

KDnuggets

FEBRUARY 15, 2023

Defining a hypothesis allows you to collect data effectively and determine whether it provides enough evidence to support your hypothesis.

Data Science 114

Data Science Testing IT 114

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Dashboard design can mean the difference between users excitedly embracing your product or ignoring it altogether. Great dashboards lead to richer user experiences and significant return on investment (ROI), while poorly designed dashboards distract users, suppress adoption, and can even tarnish your project or brand. That’s one of the many reasons we wrote The Definitive Guide to Dashboard Design—to help you avoid common pitfalls, including… Cramming too much onto one screen and expecting the u

Dashboards

Smart Data Collective

FEBRUARY 16, 2023

We have talked extensively about some of the changes machine learning has introduced to the marketing profession. According to one analysis, companies that used machine learning in their marketing strategies boosted sales by up to 50%. There are a number of ways that companies can boost their marketing strategies with machine learning technology. One of the biggest benefits involves using machine learning to improve the performance of their social media marketing strategies.

Machine Learning 116

Machine Learning ROI Marketing Cost-Benefit 116

Analytics Vidhya

FEBRUARY 16, 2023

Introduction Global transformations are taking place to get the most out of the data because of the widespread deployment of smart meters, which present more than 16 million in the United Kingdom. Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

Analytics 290

Analytics Machine Learning Modeling 290

CIO Business Intelligence

FEBRUARY 17, 2023

As the chief business transformation and technology officer at Twinings Ovaltine (TwO), some might imagine Sandeep Seeripat’s role to be the epitome of what a senior technology executive should be, with a remit beyond IT operations, an authoritative voice in the boardroom and a reporting line straight to the CEO. But it hasn’t always been this way, with IT once leaving little more than a bitter aftertaste for this historic tea marketer.

IT 105

IT Data-driven Finance Technology 105

Domino Data Lab

FEBRUARY 16, 2023

It's becoming clear that the traditional “citizen data scientist” approach, focusing on no-code tools, has become an evolutionary dead end. Organizations who have pursued this route have little to show beyond PoCs and one-off successes despite years of investment in training and underutilized, proprietary tools. The best that can be said is that these efforts have been a costly way of democratizing data prep and business intelligence.

Data Science 98

Data Science Business Intelligence Analytics Machine Learning 98

Speaker: Dr. Karen Hardy, CEO and Chief Risk Officer of Strategic Leadership Advisors LLC

Communication is a core component of a resilient organization's risk management framework. However, risk communication involves more than just reporting information and populating dashboards, and we may be limiting our skillset. Storytelling is the ability to express ideas and convey messages to others, including stakeholders. When done effectively, it can help interpret complex risk environments for leaders and inform their decision-making.

Risk Management