Analytics Vidhya

FEBRUARY 11, 2023

Introduction The post-pandemic era has reinstated the importance of having more than one source of income as the cost of living has skyrocketed beyond measures. Having side hustles in 2023 is great if you believe your knowledge and talents may help you earn more. As a profession, data science is booming. Data scientists are increasingly […] The post High Paying Side Hustles for Experienced Data Scientists in 2023 appeared first on Analytics Vidhya.

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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.

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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

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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.

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Optimization

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 340

Modeling Machine Learning Analytics Data Science 340

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.

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Optimization Modeling Software IT 248

KDnuggets

FEBRUARY 14, 2023

Kickstart your MLOps career with these curated GitHub repositories.

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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.

Technology 336

Technology Analytics Machine Learning 336

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. What didn’t receive as much news coverage (though in the last few days, it’s been well discussed online) are the many mistakes that Microsoft’s new search engine, Sydney, made.

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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.

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Digital Transformation Management Reporting Data-driven 145

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

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.

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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?

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Smart Data Collective

FEBRUARY 14, 2023

A pictograph is a symbol that represents a word or a phrase. They were used in the earliest forms of writing and are still helpful for explaining complicated concepts quickly. One of these concepts includes technical data, information that isn’t typically user-friendly or easy to read. 10 Ways Pictographs Help Make Sense of Technical Data Pictographs are graphical representations of data that can help you visualize trends and patterns.

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Visualization Interactive Marketing IT 132

CIO Business Intelligence

FEBRUARY 13, 2023

The onset of the COVID-19 pandemic led many organizations to further adopt public clouds, and geopolitical conflicts have demonstrated the importance and need for sovereign clouds. Today, many organizations are already embracing or are moving to multi-cloud environments, but this multi-cloud reality does not come without its challenges. As the nature of the cloud evolves, so does the strategy in which organizations must approach these challenges.

Strategy 139

Strategy Management Optimization Enterprise 139

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

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 156

Data Science Management IT 156

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 328

Data Science Interactive Technology Analytics 328

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.

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Big Data Data Analytics Analytics Testing 128

The Data Visualisation Catalogue

FEBRUARY 16, 2023

In the previous post , I explored how useful ChatGPT currently is for data visualisation. This was done through testing this AI tool on a number of tasks and on its information retrieval ability. The results showed that ChatGPT still had some way to go on the theory and consulting side of things, as it still made mistakes and had limited knowledge on the subject.

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Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

KDnuggets

FEBRUARY 13, 2023

Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.

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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 328

Analytics Data mining Machine Learning Data Science 328

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 128

Big Data Statistics Data Collection Reporting 128

CIO Business Intelligence

FEBRUARY 14, 2023

Experts reveal that by 2027, cloud adoption will be mainstream, with 90% of enterprises implementing some kind of cloud strategy. What’s key is that, in the process, the cloud won’t just be a technology disruptor — it will be a business disruptor. What does this mean for your business? If you don’t tackle the challenges associated with cloud adoption today, you will be at a competitive disadvantage tomorrow.

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Cost-Benefit Digital Transformation Metrics Marketing 119

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

KDnuggets

FEBRUARY 15, 2023

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

Testing 127

Testing Data Science IT 127

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 326

Deep Learning Machine Learning Technology Analytics 326

Smart Data Collective

FEBRUARY 14, 2023

We have talked extensively about some of the biggest changes brought on by artificial intelligence technology over the last few years. Two of the many fields that has been affected by breakthroughs in AI is web development and mobile application development. We previously talked about some of the benefits of using AI to create great mobile applications.

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Risk Technology Optimization Machine Learning 126

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.

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Data Strategy Strategy Machine Learning Data-driven 116

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

KDnuggets

FEBRUARY 16, 2023

Answering all the questions that you've been asking about the layoffs in the tech industry.

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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 319

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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.

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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.

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Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven