Data Science Dojo
SEPTEMBER 27, 2024
HR and digital marketing may seem like two distinct functions inside a company, where HR is mainly focused on internal processes and enhancing employee experience. On the other hand, digital marketing aims more at external communication and customer engagement. However, these two functions are starting to overlap where divisions between them are exceedingly blurring.
KDnuggets
SEPTEMBER 26, 2024
Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.
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ML @ CMU
SEPTEMBER 27, 2024
Advances in generative models have made it possible for AI-generated text, code, and images to mirror human-generated content in many applications. Watermarking , a technique that embeds information in the output of a model to verify its source, aims to mitigate the misuse of such AI-generated content. Current state-of-the-art watermarking schemes embed watermarks by slightly perturbing probabilities of the LLM’s output tokens, which can be detected via statistical testing during verification.
Analytics Vidhya
SEPTEMBER 24, 2024
Introduction Tableau is a powerful and advanced visualization tool. It covers the whole visual development lifecycle. Starting with Tableau Prep Builder, you can effectively clean, transform, and source data under one roof. Tableau Desktop then presents this data to tell a story, while Tableau Server allows you to share these visuals with the intended audience. […] The post How to Integrate Google Gemini into Tableau Dashboards?
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
Data Science Dojo
SEPTEMBER 25, 2024
In the modern media landscape, artificial intelligence (AI) is becoming a crucial component for different mediums of production. This era of media production with AI will transform the world of entertainment and content creation. By leveraging AI-powered algorithms, media producers can improve production processes and enhance creativity. It offers improved efficiency in editing and personalizing content for users.
databricks
SEPTEMBER 25, 2024
We are excited to partner with Meta to launch the latest models in the Llama 3 series on the Databricks Data Intelligence Platform.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Hacker News
SEPTEMBER 27, 2024
An investigation into the still unexplained human H5N1 bird flu infection in Missouri has turned up four additional health care workers who developed mild respiratory illness symptoms after caring for the patient in hospital in August, the Centers for Disease Control and Prevention reported on Friday. It is not clear if any of these people were actually infected with H5N1; they were not tested at the time when they were ill.
Data Science Dojo
SEPTEMBER 23, 2024
In the world of machine learning, evaluating the performance of a model is just as important as building the model itself. One of the most fundamental tools for this purpose is the confusion matrix. This powerful yet simple concept helps data scientists and machine learning practitioners assess the accuracy of classification algorithms , providing insights into how well a model is performing in predicting various classes.
DeepMind
SEPTEMBER 26, 2024
Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world. AlphaChip was one of the first reinforcement learning approaches.
Dataconomy
SEPTEMBER 24, 2024
AI is becoming a go-to for writing, spotting the difference between human and machine-generated content has turned into a bit of a detective game. How to tell if something is written by AI? As AI becomes more entwined with how we create and consume information, there’s a growing curiosity (and concern) about how to tell when a machine, rather than a human, is behind the words.
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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?
Hacker News
SEPTEMBER 27, 2024
We’ve been working on something new — a platform for running containers across Cloudflare’s network. We already use it in production, for AI inference and more. Today we want to share an early look at how it’s built, why we built it, and how we use it ourselves.
IBM Journey to AI blog
SEPTEMBER 25, 2024
Generative AI (gen AI) has transformed industries with applications such as document-based Q&A with reasoning, customer service chatbots and summarization tasks. These use cases have demonstrated the impressive capabilities of large language models (LLMs) in understanding and generating human-like responses, particularly in fields requiring nuanced language understanding and inferencing.
AWS Machine Learning Blog
SEPTEMBER 25, 2024
Today, we are excited to announce the availability of Llama 3.2 models in Amazon SageMaker JumpStart. Llama 3.2 offers multi-modal vision and lightweight models representing Meta’s latest advancement in large language models (LLMs), providing enhanced capabilities and broader applicability across various use cases. With a focus on responsible innovation and system-level safety, these new models demonstrate state-of-the-art performance on a wide range of industry benchmarks and introduce features
Towards AI
SEPTEMBER 27, 2024
Author(s): Chirag Agrawal Originally published on Towards AI. Photo by Alvaro Reyes on Unsplash Discover how Google’s Data Gemma leverages the Data Commons knowledge graph to tackle AI hallucinations. In this blog post, we’ll explore how Data Gemma aims to improve the factual accuracy of Large Language Models (LLMs), set up a Retrieval Augmented Generation (RAG) pipeline, test its capabilities, and compare it with other leading models.
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.
Hacker News
SEPTEMBER 27, 2024
What if I told you that Forbes Marketplace, the affiliate company operating on Forbes.com ALSO had agreements with CNN and USA Today? And that Forbes Marketplace was stuffing those sites full of affiliate content just like it is with Forbes? And what if Forbes Marketplace went to extreme efforts to hide everything? I believe all this to be true.
Precisely
SEPTEMBER 23, 2024
Are mainframes still relevant today? You bet! The following ten statistics paint a picture that shows mainframes are still going strong, with no signs of slowing. 1. The Mainframe Turns 60: A Milestone in Computing History. 60 years can really fly by! On April 7, 2024 , the Mainframe turned 60. At this milestone, we should all reflect on what the mainframe has done to the computing industry.
AWS Machine Learning Blog
SEPTEMBER 23, 2024
State and local agencies spend approximately $1.23 billion annually to operate and maintain signalized traffic intersections. On the other end, traffic congestion at intersections costs drivers about $22 billion annually. Implementing an artificial intelligence (AI)-powered detection-based solution can significantly mitigate congestion at intersections and reduce operation and maintenance costs.
Towards AI
SEPTEMBER 26, 2024
Last Updated on September 27, 2024 by Editorial Team Author(s): Florian June Originally published on Towards AI. Underlying Principles, Source Code, and Insights This member-only story is on us. Upgrade to access all of Medium. Existing RAG systems are limited in handling complex or ambiguous information needs that cannot be directly retrieved from external databases.
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.
Hacker News
SEPTEMBER 27, 2024
OpenAI CEO Sam Altman took a whirlwind tour of the Far East last winter, meeting with high-powered execs from companies like TSMC, Samsung, and SK hynix. However, according to a report in the New York Times this week, senior TSMC execs dubbed Sam Altman a 'podcasting bro' after the meeting(s).
DeepMind
SEPTEMBER 24, 2024
Increased accessibility and cost-efficiency for developers enables you to build a wider range of applications using Google's advanced AI technology.
AWS Machine Learning Blog
SEPTEMBER 27, 2024
This post is co-written with Andreas Astrom from Northpower. Northpower provides reliable and affordable electricity and fiber internet services to customers in the Northland region of New Zealand. As an electricity distributor, Northpower aims to improve access, opportunity, and prosperity for its communities by investing in infrastructure, developing new products and services, and giving back to shareholders.
Towards AI
SEPTEMBER 27, 2024
Last Updated on September 27, 2024 by Editorial Team Author(s): Kamran Khan Originally published on Towards AI. 5 Areas Where AI Falls Short This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash AI, specifically big language models (LLMs), has changed how we interact with technology. The output is superb in almost every area.
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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.
Hacker News
SEPTEMBER 27, 2024
Python's upcoming 3.13 release is a big one – here's all the important stuff you need to know if you're thinking of upgrading, including implications of changes to the Global Interpreter Lock (GIL) and Just-in-Time (JIT) compilation.
Dataversity
SEPTEMBER 27, 2024
From Fortune 500 companies to local startups, everyone’s swimming in a sea of numbers, charts, and graphs. But here’s the thing: While structured data like sales figures and customer demographics have long been the backbone of analytics, there’s a growing realization that unstructured data is the real goldmine. Think about it. Every tweet, email, customer review, and social […] The post The Hidden Language of Data: How Linguistic Analysis Is Transforming Data Interpretation appeared first
AWS Machine Learning Blog
SEPTEMBER 27, 2024
The Anthropic’s Claude 3 family of models, available on Amazon Bedrock , offers multimodal capabilities that enable the processing of images and text. This capability opens up innovative avenues for image understanding, wherein Anthropic’s Claude 3 models can analyze visual information in conjunction with textual data, facilitating more comprehensive and contextual interpretations.
Towards AI
SEPTEMBER 27, 2024
Author(s): Claire D. Costa Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Growtika on Unsplash Have you ever considered how artificial intelligence(AI) will shape our world in the near future? The rapid advancements in AI technology over the past few years have transformed numerous industries, and 2024 is poised to bring even more groundbreaking developments.
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.
Hacker News
SEPTEMBER 27, 2024
Intel's mobile CPUs have undergone massive changes over the past couple generations as Intel defends its laptop market against AMD, Qualcomm, and to a lesser extent Apple. Meteor Lake adopted aggressive chiplet design with separate compute, GPU, SOC, and IO extender tiles.
IBM Journey to AI blog
SEPTEMBER 23, 2024
In the Congo Basin, the second-largest rainforest in the world, the African forest elephant population has been in drastic decline for decades. This decline is the result of habitat loss caused by deforestation and climate change, along with rampant poaching. We can observe the beneficial environmental effects of these species starting to disappear.
AWS Machine Learning Blog
SEPTEMBER 23, 2024
This post is co-written with Josh Zook and Alex Hamilton from Rocket Mortgage. Rocket Mortgage, America’s largest retail mortgage lender, revolutionizes homeownership with Rocket Logic – Synopsis, an AI tool built on AWS. This innovation has transformed client interactions and operational efficiency through the use of Amazon Transcribe Call Analytics , Amazon Comprehend , and Amazon Bedrock.
Towards AI
SEPTEMBER 27, 2024
Author(s): Claire D. Costa Originally published on Towards AI. Explore the top 19 generative AI use cases transforming industries. This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash Generative AI is changing how industries work, offering new and exciting ways to solve different problems. From making stunning visuals to improving product manufacturing, generative AI use cases show how generative AI is helping businesses become more creative,
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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