insideBIGDATA
FEBRUARY 15, 2023
In this video presentation, Mohammad Namvarpour presents a comprehensive study on Ashish Vaswani and his coauthors' renowned paper, “Attention Is All You Need.” This paper is a major turning point in deep learning research. The transformer architecture, which was introduced in this paper, is now used in a variety of state-of-the-art models in natural language processing and beyond.
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!
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Machine Learning Mastery
FEBRUARY 14, 2023
A deep learning model in its simplest form are layers of perceptrons connected in tandem. Without any activation functions, they are just matrix multiplications with limited power, regardless how many of them. Activation is the magic why neural network can be an approximation to a wide variety of non-linear function. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.
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.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
insideBIGDATA
FEBRUARY 13, 2023
In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from this vast ecosystem, so we’re in a unique position to inform you about all that’s new and exciting.
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.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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.
insideBIGDATA
FEBRUARY 14, 2023
In this special guest feature, George Thangadurai, CEO, HEAL Software Inc., believes that if your IT team is ready to make the switch to an AIOps solution, it is important to understand what capabilities are available. The article includes four key capabilities you will want to be sure your software includes.
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.
databricks
FEBRUARY 13, 2023
Happy Valentine's Day! Databricks ❤️ Visual Studio Code. On this lovely day, we are thrilled to announce a new and powerful development experience for.
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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?
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.
Cassie Kozyrkov
FEBRUARY 15, 2023
The bias-variance tradeoff is a popular phrase you’ll hear in the context of ML/AI.
KDnuggets
FEBRUARY 14, 2023
Kickstart your MLOps career with these curated GitHub repositories.
FEBRUARY 17, 2023
In the race to perfect the first major artificial intelligence-powered search engine, concerns over accuracy and the proliferation of misinformation have so far taken centre stage.
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.
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.
Cassie Kozyrkov
FEBRUARY 15, 2023
The bias-variance tradeoff expained Continue reading on Towards Data Science »
KDnuggets
FEBRUARY 15, 2023
Defining a hypothesis allows you to collect data effectively and determine whether it provides enough evidence to support your hypothesis.
Hacker News
FEBRUARY 14, 2023
See also: “Wolfram|Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT” » It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work? My purpose here is to give a rough outline of what’s going on inside ChatGPT—and then to explore why it is that it can do so well in producing what we might consider
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
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.
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?
FEBRUARY 16, 2023
Do we need a mandatory screening of the Terminator series in corporate boardrooms? Because new research shows that Americans are concerned about the pace that artificial intelligence is evolving these days. Alexa, play Terminator 2: Judgment Day. Who are they? AI bots.
KDnuggets
FEBRUARY 16, 2023
Transformers by HuggingFace is an all-encompassing library with state-of-the-art pre-trained models and easy-to-use tools.
Hacker News
FEBRUARY 13, 2023
By providing free access to millions of books, Z-Library became the go-to site for many readers in recent years. Z-Library’s very existence was put to the test last November when U.S. law enforcement seized over 200 domain names connected to the site. Two alleged Z-Library operators from Russia were arrested in Argentina as part of a criminal investigation.
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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.
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.
FEBRUARY 17, 2023
AI chatbots can spit out convincing — if at times overconfident — natural language responses, but what if an AI could build custom virtual worlds based on a text description alone?
KDnuggets
FEBRUARY 13, 2023
Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.
Hacker News
FEBRUARY 12, 2023
I really enjoyed reading Algorithmic Trading: A Practitioner’s Guide by Jeffrey M. Bacidore. Before starting, I imagined it would cover various strategies for trading in the markets, along the lines of “buy on this condition, sell on this condition” But that is not what this book covers. What trade to make is always a given, typically from a portfolio manager.
Speaker: Nikhil Joshi, Founder & President of Snic Solutions
Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.
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.
FEBRUARY 12, 2023
A few publishers made headlines recently over their adoption of ChatGPT — the artificial intelligence chatbot system launched by OpenAI last November — or similar AI technology to produce content for their websites, including BuzzFeed, CNET and Sports Illustrated. But so far, those publishers seem to be the outliers. While editorial teams are experimenting with ChatGPT, six top editors and media executives who spoke with Digiday said they were not working on integrating the AI technology into th
Google Research AI blog
FEBRUARY 14, 2023
Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Within our lifetimes, we will see robotic technologies that can help with everyday activities, enhancing human productivity and quality of life.
Hacker News
FEBRUARY 16, 2023
Atlassian has confirmed that a breach at a third-party vendor caused a recent leak of company data and that their network and customer information is secure. [.
Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage
When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.
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