Dataconomy
DECEMBER 4, 2024
Amazon Web Services (AWS) announced the launch of a new AI supercomputer, Project Rainier, constructed from its proprietary Trainium chips, aiming to rival Nvidia’s dominance in the AI chip market. This supercomputer, which will be finalized by 2025, is poised to be one of the largest ever used for training AI models. Following this revelation, Amazon’s stock price increased by over 1%, reaching nearly $213.
Analytics Vidhya
DECEMBER 4, 2024
Several RAG-based tools, like NotebookLM and ChatPDF, can help extract insights from data. However, their reliance on web-based operations raises significant privacy concerns, particularly when handling confidential company information. Hence, organizations and individuals require platforms that ensure that sensitive data remains secure within their systems while still delivering comprehensive insights.
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insideBIGDATA
DECEMBER 4, 2024
Experienced marketer is launching a new AI-based product designed to replace an entire marketing department in small and medium-sized businesses. After a ten-year career in marketing, including four years as CMO in digital agencies, Mikalai Kudlasevich came up with the idea of creating a service designed to integrate AI agents that would cope with real market challenges.
Analytics Vidhya
DECEMBER 4, 2024
DataFrames are one of the most popular data structures for handling and analyzing tabular data in data science and analytics. Python libraries like pandas provide robust tools for working with DataFrames, allowing data manipulation, transformation, and visualization. Once the analysis is complete, it’s often necessary to export DataFrames to a CSV (Comma-Separated Values) file for […] The post How to Export Dataframes to CSV in Jupyter Notebook?
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Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Dataconomy
DECEMBER 4, 2024
Apple’s M5 chip production is set to begin in the second half of 2025, causing a delay for the refresh of the iPad Pro, according to The Elec. Analyst Ming-Chi Kuo also reported that mass production of the M5 iPad Pro will take place then, while the company plans to maintain an annual update cycle for its iPad Pro models. Apple’s M5 chip production starts in late 2025, delaying iPad Pro refresh The upcoming iPad Pro will reportedly be the first device to feature the new M5 chip, whic
Analytics Vidhya
DECEMBER 4, 2024
The AWS re:Invent 2024 event was packed with exciting updates in cloud computing, AI, and machine learning. AWS showed just how committed they are to helping developers, businesses, and startups thrive with cutting-edge tools. This year’s event focused on how AWS’s vision is shaping the way organizations tackle challenges, scale seamlessly, and adopt sustainable solutions. […] The post AWS re:Invent 2024: Next-Gen Innovations in AI, Cloud & Data appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
DECEMBER 4, 2024
The rapid development of artificial intelligence (AI) has led to a transformative shift across industries. Among the many advancements in AI, agents stand out as a cornerstone of innovation, reshaping industries, enhancing user experiences, and driving automation to new heights. These autonomous virtual machines have already found their place in customer service, healthcare, finance, and […] The post Top 10 AI Agent Trends and Predictions for 2025 appeared first on Analytics Vidhya.
AWS Machine Learning Blog
DECEMBER 4, 2024
Organizations of every size and across every industry are looking to use generative AI to fundamentally transform the business landscape with reimagined customer experiences, increased employee productivity, new levels of creativity, and optimized business processes. A recent study by Telecom Advisory Services , a globally recognized research and consulting firm that specializes in economic impact studies, shows that cloud-enabled AI will add more than $1 trillion to global GDP from 2024 to 2030
Dataconomy
DECEMBER 4, 2024
Google has announced the launch of two generative AI models, Veo and Imagen 3, available for businesses using Vertex AI, its cloud platform for AI tools. Veo is designed to generate high-definition videos from images and text prompts, while Imagen 3 focuses on producing realistic images from simple text inputs. Google launches generative AI models Veo and Imagen 3 for businesses Veo, developed by Google DeepMind, generates videos featuring realistic-looking people and animals.
AWS Machine Learning Blog
DECEMBER 4, 2024
Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. To address these challenges, we introduce Amazon Bedrock IDE , an integrated environment for developing and customizing generative AI applications.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
databricks
DECEMBER 4, 2024
Databricks launches two new self-paced trainings to enhance SQL and AI-powered analytics skills The "Get Started with SQL analytics and BI" course covers how to use Databricks SQL for data analysis and Databricks AI/BI Dashboards and Genie spaces Additional courses being developed include "Databricks AI/BI for self-service analytics" and a deep dive for data analysts on building AI/BI Dashboards and Genie Spaces
AWS Machine Learning Blog
DECEMBER 4, 2024
When using generative AI, achieving high performance with low latency models that are cost-efficient is often a challenge, because these goals can clash with each other. With the newly launched Amazon Bedrock Model Distillation feature, you can use smaller, faster, and cost-efficient models that deliver use-case specific accuracy that is comparable to the largest and most capable models in Amazon Bedrock for those specific use cases.
KDnuggets
DECEMBER 4, 2024
MongoDB is a database that’s great for handling large amounts of diverse data. This article walks you through installing MongoDB and using the MongoDB Shell to manage your data easily.
AWS Machine Learning Blog
DECEMBER 4, 2024
This post is co-written with Abhishek Sawarkar, Eliuth Triana, Jiahong Liu and Kshitiz Gupta from NVIDIA. At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. This a revolutionary new capability within Amazon Bedrock that serves as a centralized hub for discovering, testing, and implementing foundation models (FMs). It provides developers and organizations access to an extensive catalog of over 100 popular, emerging, and specialized FMs, complementing the existing selec
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
databricks
DECEMBER 4, 2024
In recent years, artificial intelligence has transformed from an aspirational technology to a driver of manufacturing innovation and efficiency. Understanding both the current.
AWS Machine Learning Blog
DECEMBER 4, 2024
Today, we’re excited to announce a new capability that allows you to deploy over 100 open-weight and proprietary models from Amazon SageMaker JumpStart and register them with Amazon Bedrock , allowing you to seamlessly access them through the powerful Amazon Bedrock APIs. You can now use Amazon Bedrock features such as Amazon Bedrock Knowledge Bases and Amazon Bedrock Guardrails with models deployed through SageMaker JumpStart.
Dataconomy
DECEMBER 4, 2024
December is here, and that means it’s time for Spotify Wrapped—the one true holiday season that music lovers look forward to all year long. With 2024 Wrapped, Spotify continues to turn a simple yearly summary into a full-blown cultural phenomenon, with a fresh dose of innovation, introspection, and a sprinkle of artificial intelligence. Spotify Wrapped 2024 is here This year, Spotify has taken Wrapped to new heights, offering a suite of features designed to make your musical year-in-review
AWS Machine Learning Blog
DECEMBER 4, 2024
This post is cowritten with Isaac Cameron and Alex Gnibus from Tecton. Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. Only 54% of ML prototypes make it to production, and only 5% of generative AI use cases make it to production. ROI isn’t just about getting to production—it’s about model accuracy and performance.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
databricks
DECEMBER 4, 2024
Established in 2020, EVPassport aims to transform the electric vehicle charging experience. Specializing in multi-family residences, hospitality, retail, workplaces, and commercial parking environments.
AWS Machine Learning Blog
DECEMBER 4, 2024
Scaling machine learning (ML) workflows from initial prototypes to large-scale production deployment can be daunting task, but the integration of Amazon SageMaker Studio and Amazon SageMaker HyperPod offers a streamlined solution to this challenge. As teams progress from proof of concept to production-ready models, they often struggle with efficiently managing growing infrastructure and storage needs.
Hacker News
DECEMBER 4, 2024
United used an algorithm system to identify patients who it determined were getting too much therapy and then limited coverage. It was deemed illegal in three states, but similar practices persist due to a patchwork of regulation.
DECEMBER 4, 2024
In the 1960s, weather scientists found that the chaotic nature of Earth’s atmosphere would put a limit on how far into the future their forecasts might peer. Two weeks seemed to be the limit.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Hacker News
DECEMBER 4, 2024
Announcing Veo and Imagen 3, our most capable video and image generation models to date.
DECEMBER 4, 2024
The latest weather forecasting AI model from Google DeepMind can beat the leading providers more than 97 per cent of the time, and it is quicker and cheaper to run
Hacker News
DECEMBER 4, 2024
The chart shows the share of children at the end of lower-secondary school age — aged 12 to 15 — who meet the minimum proficiency set by UNESCO in reading comprehension. This means they can connect the main ideas across various texts, understand the author’s intentions, and draw reasoned conclusions.
DECEMBER 4, 2024
Hang up and create a secret word, FBI says NurPhoto via Getty Images The use of AI in smartphone cyber attacks is increasing as recent reports have revealed; from tech support scams targeting Gmail users to fraudulent gambling apps and banking fraud to name but a few.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Hacker News
DECEMBER 4, 2024
It is the latest in a series of changes announced by the platform since its founder Pavel Durov was arrested.
DECEMBER 4, 2024
A new partnership with Anduril, announced today, will deploy AI on the battlefield. It represents an overhaul of the company’s position in just a year.
Hacker News
DECEMBER 4, 2024
On the shores of Lake Geneva in Switzerland, École Polytechnique Fédérale de Lausanne is home to many roboticists. It’s also home to many birds, which spend the majority of their time doing bird things. With a few exceptions, those bird things aren’t actually flying: Flying is a lot of work, and many birds have figured out that they can instead just walk around on the ground, where all the food tends to be, and not tire themselves out by having to get airborne over and over again.
DECEMBER 4, 2024
Veo has launched in private preview, while OpenAI’s Sora is still nowhere to be seen. Veo, Google’s latest generative AI video model, is now available for businesses to start incorporating into their content creation pipelines.
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
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