Thu.Sep 19, 2024

article thumbnail

DataOps.live Delivers New AIOps Capabilities with Snowflake Cortex and AWS Bedrock for End-to-End AI Workload Lifecycle Management

insideBIGDATA

DataOps.live, The Data Products Company™, announced the immediate availability of its new range of AIOps capabilities, a groundbreaking set of features that provides end-to-end lifecycle management of AI workloads from development to production.

AWS 396
article thumbnail

Fine-tuning Llama 3.1 with Long Sequences

databricks

Mosaic AI Model Training now supports fine-tuning up to 131K context length for Llama 3.1 models. More efficient training at long sequence lengths is made possible by several optimizations highlighted in this post.

AI 334
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

A Comprehensive Guide to Building Multimodal RAG Systems

Analytics Vidhya

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs). One of the key advantages of RAG systems is you can easily integrate your own data and augment […] The post A Comprehensive Guide to Building Multimodal RAG Systems appeared first on Analytics Vidhya.

Analytics 316
article thumbnail

Partial Functions in Python: A Guide for Developers

KDnuggets

In Python, functions often require multiple arguments, and you may find yourself repeatedly passing the same values for certain parameters. This is where partial functions can help. Python’s built-in functools module allows you to create partial functions.

Python 304
article thumbnail

Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

article thumbnail

At 2024 AI Hardware & Edge AI Summit: Vasudev Lal, Principal AI Research Scientist, Cognitive AI, Intel Labs

insideBIGDATA

At the recent 2024 AI Hardware & Edge AI Summit in San Jose, Calif., I caught up with Vasudev Lal, Principal AI Research Scientist, Cognitive AI, Intel Labs, who took us on a tour of the happenings at Intel Labs, specifically around the field of Cognitive AI. He discussed some key projects that the Intel Cognitive AI team is running at this time, and how his team is advancing with Intel Gaudi AI accelerators.

AI 243
article thumbnail

100-Day GenAI Implementation Plan for Enterprises

Analytics Vidhya

Introduction Adopting generative AI can be a transformative journey for any company. However, the process of GenAI implementation can often be cumbersome and confusing. Rajendra Singh Pawar, chairman and co-founder of NIIT Limited, joined us at the DataHack Summit 2024, to share some valuable insights into how enterprises can implement GenAI. He has formulated a […] The post 100-Day GenAI Implementation Plan for Enterprises appeared first on Analytics Vidhya.

Analytics 265

More Trending

article thumbnail

5 Real-World Machine Learning Projects You Can Build This Weekend

Machine Learning Mastery

Building machine learning projects using real-world datasets is an effective way to apply what you’ve learned. Working with real-world datasets will help you learn a great deal about cleaning and analyzing messy data, handling class imbalance, and much more. But to build truly helpful machine learning models, it’s also important to go beyond training and […] The post 5 Real-World Machine Learning Projects You Can Build This Weekend appeared first on MachineLearningMastery.com.

article thumbnail

Establish your Generative AI expertise with the latest Databricks certification

databricks

The value of Generative AI, the deepened investment Databricks has made in the space, and how customers have benefited from the certification.

AI 290
article thumbnail

Llama 3.1 vs o1-preview: Which is Better?

Analytics Vidhya

Introduction Picture yourself on a quest to choose the perfect AI tool for your next project. With advanced models like Meta’s Llama 3.1 and OpenAI’s o1-preview at your disposal, making the right choice could be pivotal. This article offers a comparative analysis of these two leading models, exploring their unique architectures and performance across various […] The post Llama 3.1 vs o1-preview: Which is Better?

Analytics 249
article thumbnail

o1 by OpenAI: The Rise of Agentic Frameworks for Better Reasoning

Data Science Dojo

OpenAI model series, o1, marks a turning point in AI development, setting a new standard for how machines approach complex problems. Unlike its predecessors, which excelled in generating fluent language and basic reasoning, the o1 models were designed to think step-by-step, making them significantly better at tackling intricate tasks like coding and advanced mathematics.

article thumbnail

15 Modern Use Cases for Enterprise Business Intelligence

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?

article thumbnail

What is the Role of Generative AI in Personalizing Ad Content?

Analytics Vidhya

Introduction The world of advertisement has been under evolution since the conception of the barter system. Advertisers have found creative ways to bring their products to our attention. In the current age, consumers expect brands to understand their unique preferences, needs, and desires. With GenAI solutions, advertisers can engage users and drive business outcomes by […] The post What is the Role of Generative AI in Personalizing Ad Content?

AI 239
article thumbnail

o1 by OpenAI: The Rise of Agentic Frameworks for Better Reasoning

Data Science Dojo

OpenAI’s o1 model family marks a turning point in AI development, setting a new standard for how machines approach complex problems. Unlike its predecessors, which excelled in generating fluent language and basic reasoning, the o1 models were designed to think step-by-step, making them significantly better at tackling intricate tasks like coding and advanced mathematics.

article thumbnail

10 GitHub Repositories for Deep Learning Enthusiasts

KDnuggets

Image generated with FLUX.1 [dev] and edited with Canva Pro The 10 GitHub Repository Education Series has been a hit among readers, so here is another list to help you master the basics of deep learning. This collection will guide you through understanding popular deep learning frameworks and various model architectures. In short, you.

article thumbnail

o1 by OpenAI: The Rise of Agentic Frameworks for Better Reasoning

Data Science Dojo

OpenAI’s o1 model family marks a turning point in AI development, setting a new standard for how machines approach complex problems. Unlike its predecessors, which excelled in generating fluent language and basic reasoning, the o1 models were designed to think step-by-step, making them significantly better at tackling intricate tasks like coding and advanced mathematics.

article thumbnail

The Cloud Development Environment Adoption Report

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.

article thumbnail

Introducing Databricks Assistant Quick Fix

databricks

Today, we're excited to introduce Databricks Assistant Quick Fix , a powerful new feature designed to automatically correct common, single-line errors such as.

245
245
article thumbnail

A Comprehensive Guide to Vision Language Models (VLMs)

Analytics Vidhya

Introduction Imagine walking through an art gallery, surrounded by vivid paintings and sculptures. Now, what if you could ask each piece a question and get a meaningful answer? You might ask, “What story are you telling?” or “Why did the artist choose this color?” That’s where Vision Language Models (VLMs) come into play. These models, […] The post A Comprehensive Guide to Vision Language Models (VLMs) appeared first on Analytics Vidhya.

Analytics 193
article thumbnail

DirectX Adopting SPIR-V as the Interchange Format of the Future

Hacker News

Today the Direct3D and HLSL teams are excited to share some insight into the next big step for GPU programmability. Once Shader Model 7 is released, DirectX 12 will accept shaders compiled to SPIR-V™. The HLSL team is committed to open development processes and collaborating with The Khronos® Group and LLVM Project.

181
181
article thumbnail

OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI

Analytics Vidhya

Introduction On September 12th, OpenAI released an update titled “Learning to Reason with LLMs.” They introduced the o1 model, which is trained using reinforcement learning to tackle complex reasoning tasks. What sets this model apart is its ability to think before it answers. It generates a lengthy internal chain of thought before responding, allowing for […] The post OpenAI’s o1-preview vs o1-mini: A Step Forward to AGI appeared first on Analytics Vidhya.

Analytics 182
article thumbnail

Marketing Operations in 2025: A New Framework for Success

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.

article thumbnail

Forbes Marketplace: The Parasite SEO Company Trying to Devour Its Host

Hacker News

Are you sick of Forbes appearing in search results? For topics that Forbes doesn’t have any expertise in? Here’s the organic rankings for “best pet insurance”: Forbes ranks #2. Not sure a business website knows how pet insurance actually works. But okay.

182
182
article thumbnail

Retirement Ages by Country

FlowingData

China recently increased their retirement age to 63 for men and 55 for women (and 58 for female civil servants). Even with the adjustment, the country is still on the lower end when compared to other countries.

140
140
article thumbnail

Microsoft Teams with Startup Anduril on Army Combat Goggle System

Hacker News

Defense technology startup Anduril Industries Inc. is teaming up with Microsoft Corp. to improve the performance of new combat goggles for the US Army, Anduril said Thursday, in a project that may generate as much as $21.9 billion from the service over a decade.

181
181
article thumbnail

Watermarks might not save it Google, is GenAI on YouTube a good idea?

Dataconomy

Google is changing the game for video creation by bringing advanced AI models, Veo and Imagen 3, to YouTube Shorts. Over the next few months, creators will get access to Dream Screen , a tool that lets you generate AI-powered backgrounds and short video clips. While AI tech is already out there, this move makes it way easier for millions of creators and billions of users to use.

AI 113
article thumbnail

Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

article thumbnail

Digital signatures and how to avoid them

Hacker News

Wikipedia’s definition of a digital signature is: A digital signature is a mathematical scheme for verifying the authenticity of digital messages or documents. A valid digital signature on a message gives a recipient confidence that the message came from a sender known to the recipient.

172
172
article thumbnail

The Minesweeper algorithm: Probabilistic models and the integration of game theory

Dataconomy

The game Minesweeper is not only great fun but also a puzzle that entails a lot of complex mathematics and algorithmic problems. This is a well-recognized Windows attachment since the earlier operating system versions needed the player to expose the squares on a grid without triggering the many hidden mines. The simplicity of its play belies the deep strategic thinking it demands, based on probabilistic models and game theory principles.

Algorithm 113
article thumbnail

Anthropic – Introducing Contextual Retrieval

Hacker News

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

AI 182
article thumbnail

GenAI firm Runway partners with Hollywood giant Lionsgate

Dataconomy

Runway, a startup specializing in AI-powered video tools, has announced a big partnership with Lionsgate, the studio behind blockbusters like the John Wick and Twilight franchises. This collaboration will allow Runway to develop a custom AI video model trained on Lionsgate’s movie catalog, providing filmmakers, directors, and other creative talents access to cutting-edge AI tools designed to enhance their production work.

article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

article thumbnail

OpenNMS: Visualize and monitor everything on your local and distributed networks

Hacker News

OpenNMS Features OpenNMS is an open source solution that helps you visualize and monitor everything on your local and remote networks. It offers comprehensive fault, performance, and traffic monitoring, and alarm generation in one place. Highly customizable and scalable, OpenNMS easily integrates with your core business applications and workflows.

133
133
article thumbnail

Unlocking smart living: 5G’s impact on everyday tech

Dataconomy

5G is more than just faster internet speeds; it’s transforming how we interact with technology in our daily lives. With devices like 5G-enabled Samsung phones, we’re stepping into a world where smart homes, wearable health devices, and even cities are becoming more connected, efficient, and responsive. For consumers, especially those aged 50-plus, this isn’t just a tech revolution; it’s an opportunity to make life simpler, safer, and more convenient.

103
103
article thumbnail

An In-Depth Guide to Contrastive Learning: Techniques, Models, and Applications

Hacker News

Discover the fundamentals of contrastive learning, including key techniques like SimCLR, MoCo, and CLIP. Learn how contrastive learning improves unsupervised learning and its practical applications.

140
140
article thumbnail

LinkedIn outreach limitations and how to overcome them

Dataconomy

As the LinkedIn professional network keeps having a positive momentum, its responsibility before the users is growing correspondingly. Every now and then, we see its Privacy Policy updates, as well as the adoption of new rules designed to limit the impact of the scammers’ and spammers’ activities. The LinkedIn algorithms determine the maximum number of actions a user can perform weekly and measure specific account activity metrics to identify suspensions activities and bring in measures.

Algorithm 103
article thumbnail

How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

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.