insideBIGDATA
JULY 25, 2024
Despite growing interest and enthusiasm for Generative AI (GenAI), significant challenges are emerging that threaten the success of GenAI projects, according to a co-sponsored research report from Enterprise Strategy Group (ESG) and Hitachi Vantara, the data storage, infrastructure, and hybrid cloud management subsidiary of Hitachi, Ltd. (TSE: 6501).
Analytics Vidhya
JULY 25, 2024
Introduction In the not-so-distant past, the idea of having a personal AI assistant felt like something out of a sci-fi movie. Picture a tech-savvy inventor named Alex, who dreamed of having a smart companion to answer questions and provide insights, without relying on the cloud or third-party servers. With advancements in small language models (SLMs), […] The post How to Build Your Personal AI Assistant with Huggingface SmolLM?
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Machine Learning Mastery
JULY 25, 2024
AutoML is a tool designed for both technical and non-technical experts. It simplifies the process of training machine learning models. All you have to do is provide it with the dataset, and in return, it will provide you with the best-performing model for your use case. You don’t have to code for long hours or […] The post Introduction to AutoML: Automating Machine Learning Workflows appeared first on MachineLearningMastery.com.
Analytics Vidhya
JULY 25, 2024
Introduction Artificial intelligence has recently seen a surge of interest in AI agents – autonomous software entities capable of perceiving their environment, making decisions, and taking action to achieve specific objectives. These agents often incorporate more advanced planning, reasoning, and adaptation capabilities than traditional reinforcement learning models.
Speaker: Jay Allardyce
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.
Machine Learning Research at Apple
JULY 25, 2024
This paper was accepted at the NeurIPS Datasets and Benchmarks Workshop at NeurIPS 2024 We introduce DataComp for Language Models (DCLM), a testbed for controlled dataset experiments with the goal of improving language models. As part of DCLM, we provide a standardized corpus of 240T tokens extracted from Common Crawl, effective pretraining recipes based on the OpenLM framework, and a broad suite of 53 downstream evaluations.
Analytics Vidhya
JULY 25, 2024
Introduction Have you ever been captivated by stunning digital art and wondered how it’s crafted? The secret lies in something called noise schedules. Intrigued? You should be! Noise schedules play a crucial role in the steady diffusion process, dictating how noise is added and removed from data during both forward and reverse processes. This article […] The post What are Noise Schedules in Stable Diffusion?
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
JULY 25, 2024
Introduction Imagine you are conducting a study to determine whether a new drug effectively reduces blood pressure. You administer the drug to a group of patients and compare their results to a control group receiving a placebo. You analyze the data and conclude that the new drug significantly reduces blood pressure when, in reality, it […] The post What’s the Difference Between Type I and Type II Errors ?
Hacker News
JULY 25, 2024
Would your rather observe an eclipse through a pair of new Ray-Bans, or a used Shade 12 welding helmet? Undoubtably the Aviators are more fashionable, but the permanent retinal damage sucks. Fetch the trusty welding helmet. We’ve made a number of security choices when building Canary that have held us in pretty good stead.
Analytics Vidhya
JULY 25, 2024
Introduction Try to think of yourself as a student entering the first day at a new school. You are learning with enthusiasm but there are so many things which are new to you and this easily leads to the mistakes. The AI same is somewhat like that for a beginner – the world is interesting […] The post Avoid These 5 Common Mistakes in AI that Every Novice Makes appeared first on Analytics Vidhya.
Hacker News
JULY 25, 2024
For decades, people have tried to bring mass production methods to housing: to build houses the way we build cars. While no one has succeeded, arguably the man that came closest to becoming “the Henry Ford of homebuilding” was William Levitt, with his company Levitt and Sons. Levitt is most famous for building “Levittowns,” developments of thousands of homes built rapidly in the 1940s, ‘50s, and ‘60s.
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.
Analytics Vidhya
JULY 25, 2024
Introduction Imagine waking up to the smell of smoke, heart racing as you ensure your family’s safety. Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference. This article guides you through creating this technology using CNNs and TensorFlow, from data gathering and augmentation to model […] The post Flame Guardian: Developing a Deep Learning-Based Fire Detection System appeared first on Analy
Hacker News
JULY 25, 2024
A critical flaw in some versions of Docker Engine can be exploited to bypass authorization plugins (AuthZ) under specific circumstances. A vulnerability, tracked as CVE-2024-41110 (CVSS score of 10.0), in certain versions of Docker Engine can allow an attacker to bypass authorization plugins (AuthZ) under specific circumstances. “An attacker could exploit a bypass using an API request with Content-Length set to 0, causing the Docker daemon to forward the request without the body to the Aut
Analytics Vidhya
JULY 25, 2024
Introduction Vector databases are specialized databases that store data as high-dimensional vectors. These vectors serve as mathematical representations of features or attributes, with dimensions ranging from tens to thousands based on the complexity of the data. They are designed to manage high-dimensional data that traditional Database Management Systems (DBMS) struggle to handle effectively.
Hacker News
JULY 25, 2024
As you might have heard, on July 9th, Arm announced that the Mbed platform and OS are officially destined to reach end of life in July 2026, and therefore will no longer be maintained.
Speaker: Shalini Dinesh
Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.
Analytics Vidhya
JULY 25, 2024
In this session of Leading with Data, we have the honor of hosting Dr. Geetha Manjunath, the Founder and CEO of Niramai Analytix. With a distinguished career spanning over 25 years, Dr. Geetha has made significant strides in the field of artificial intelligence and healthcare. Holding a PhD from the Indian Institute of Science and […] The post From Tech Innovator to Healthcare Pioneer: Dr.
Hacker News
JULY 25, 2024
Last year we rebuilt our well-loved Stamen basemaps from scratch, re-creating them on a totally new tech stack in partnership with Stadia Maps. This was a bittersweet and challenging process, trying to build new styles that matched the aesthetics of the old maps, while still giving us a fresh start to keep these maps running.
Analytics Vidhya
JULY 25, 2024
Introduction Imagine that you are about to produce a Python package that has the potential to completely transform the way developers and data analysts assess their models. The trip begins with a straightforward concept: a flexible RAG evaluation tool that can manage a variety of metrics and edge circumstances. You’ll go from initializing your package […] The post How to Build a RAG Evaluator Python Package with Poetry?
Hacker News
JULY 25, 2024
Switzerland's new law mandates the use of open-source software in the public sector in a push to increase transparency, security, and efficiency of the software it uses.
Speaker: Evelyn Chou
Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.
KDnuggets
JULY 25, 2024
Learn how to handling the time-zone and timestamps in Pandas with Python.
Hacker News
JULY 25, 2024
Hello, Today I am doing a quick post to cover the recent CrowdStrike incident that is estimated to have disabled 8.5M computers and caused more than $5.4B in damages since last week. Now a common questions is whether CrowdStrike will be liable for damages? The answer is most certainly yes.
Data Science Connect
JULY 25, 2024
Posit (formerly RStudio) is an open-source data science company focused on empowering data scientists by providing tools and solutions for R and Python. Their products include the RStudio IDE, Shiny, and various cloud-based and enterprise solutions designed to facilitate data analysis, collaboration, and deployment. Posit emphasizes community involvement and offers extensive educational resources, including training programs and conferences.
Hacker News
JULY 25, 2024
We’re excited to announce the release of Zulip Server 9.0, containing hundreds of new features and bug fixes! Zulip is an open-source team chat application designed for seamless remote and hybrid work. With conversations organized by topic, Zulip is ideal for both live and asynchronous communication.
Speaker: Paul Heller
Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro
Data Science Connect
JULY 25, 2024
Ready Signal enhances predictive model performance through its AI-powered market intelligence and forecasting solutions. It offers a comprehensive data catalog, a recommendation engine for identifying relevant feature sets, and scalable forecasting tools. The platform integrates seamlessly with existing data science workflows and provides robust APIs and SDKs for easy use with R and Python.
Hacker News
JULY 25, 2024
Finding the median in a list seems like a trivial problem, but doing so in linear time turns out to be tricky. In this post I’m going to walk through one of my favorite algorithms, the median-of-medians approach to find the median of a list in deterministic linear time. Although proving that this algorithm runs in linear time is a bit tricky, this post is targeted at readers with only a basic level of algorithmic analysis.
Data Science Connect
JULY 25, 2024
Redis is a powerful, open-source, in-memory data structure store, commonly used as a database, cache, and message broker. It supports various data structures such as strings, hashes, lists, sets, and more. Redis offers features like high availability, with Redis Sentinel, and automatic partitioning with Redis Cluster. Its capabilities extend to real-time analytics, caching, session management, and more, making it suitable for diverse applications in industries like finance, gaming, healthcare, a
Hacker News
JULY 25, 2024
The nation’s Supreme Court ruled governments could act to limit “visual pollution” and citizens could “opt out of unwanted advertising.
Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage
Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.
Data Science Connect
JULY 25, 2024
RelationalAI offers a Knowledge Graph Coprocessor designed to enhance decision-making within the Snowflake data cloud. It integrates graph analytics, rules-based reasoning, and mathematical optimization to operationalize business rules and relationships. This approach enables businesses to make informed decisions rapidly, leveraging AI for tasks such as fraud detection, influencer identification, and infrastructure prioritization.
Hacker News
JULY 25, 2024
Diffusion models have demonstrated remarkable efficacy across various image-to-image tasks. In this research, we introduce Imagine yourself, a.
Data Science Connect
JULY 25, 2024
Rezoomex specializes in advanced recruitment solutions, providing tools to optimize hiring processes through AI-driven insights and automation. Their platform streamlines candidate sourcing, matching, and engagement, enhancing efficiency for recruiters and hiring managers. Rezoomex leverages data analytics to offer predictive hiring models and detailed performance metrics, aiming to improve hiring outcomes and reduce time-to-hire.
Hacker News
JULY 25, 2024
Southwest is under pressure to drum up revenue from an oversupplied U.S. market and an activist investor.
Speaker: Jesse Simms, VP at Giant Partners
This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.
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