insideBIGDATA
AUGUST 27, 2024
In this contributed article, Yoram Novick, President and CEO of Zadara, discusses how enterprises are in search of and implementing their own AI powered clouds, and the benefits and challenges they face in the effort to keep their data available and secure.
KDnuggets
AUGUST 27, 2024
A step-to-step guide to navigate you through training your own transformer-based language model.
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databricks
AUGUST 26, 2024
We're excited to announce the general availability of hybrid search in Mosaic AI Vector Search. Hybrid search is a powerful feature that combines.
Machine Learning Mastery
AUGUST 26, 2024
As we progress through 2024, machine learning (ML) continues to evolve at a rapid pace. Python, with its rich ecosystem of libraries, remains at the forefront of ML development. In this post, we’ll explore the top 10 Python libraries dominating the ML scene in 2024, how the field has changed since 2020, and the key […] The post 10 Must-Know Python Libraries for Machine Learning in 2024 appeared first on MachineLearningMastery.com.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
insideBIGDATA
AUGUST 27, 2024
Searce, a modern technology consulting firm that empowers businesses to be future-ready, released its State of AI 2024 report. Polling 300 C-suite and senior technology executives – including Chief AI Officers, Chief Data & Analytics Officers, Chief Transformation Officers, and Chief Digital Officers – from organizations across the US and UK with at least $500 million in revenue, the report examines some of the biggest trends, successes and challenges facing businesses in their decision-mak
KDnuggets
AUGUST 27, 2024
Learn how to use regular expressions in Python for data cleaning.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
databricks
AUGUST 30, 2024
Learn how companies can create repeatable and scalable workflows that enable users to quickly turn GenAI innovation from experimentation to reality.
insideBIGDATA
AUGUST 29, 2024
Slingshot’s 2024 Digital Work Trends Report Reveals Employees Haven’t Yet Unlocked The Full Potential of AI in the Workplace Slingshot, the work management platform from software company Infragistics that brings data to the center of everything teams work on, has released Part 1 of its two-part 2024 Digital Work Trends Report.
KDnuggets
AUGUST 28, 2024
Check out these 5 IBM specialisation courses specific to those who want to learn more about generative AI.
Analytics Vidhya
AUGUST 26, 2024
Introduction It could be challenging to prepare for an AI job interview due to the vast nature of the field and the wide variety of knowledge and abilities needed. The expansion of the AI industry corresponds with a growing requirement for qualified workers. Preparing for an AI job interview requires having a thorough understanding of […] The post How to Prepare for an AI Job Interview?
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
Machine Learning Mastery
AUGUST 28, 2024
Reinforcement Learning (RL) has emerged as a powerful paradigm in artificial intelligence, enabling machines to learn optimal behavior through interaction with their environment. In RL, an agent learns to make decisions by performing actions and receiving rewards or penalties, ultimately aiming to maximize cumulative rewards over time. This approach has led to remarkable advancements across […] The post 5 Groundbreaking Applications of Reinforcement Learning in 2024 appeared first on Machi
databricks
AUGUST 27, 2024
We recently announced the general availability of serverless compute for Notebooks, Workflows, and Delta Live Tables (DLT) pipelines. Today, we'd like to explain.
KDnuggets
AUGUST 30, 2024
Data engineering is best learned by doing projects. But which ones? Here are six projects focusing on different data engineering skills to ensure you have it all covered.
Analytics Vidhya
AUGUST 28, 2024
Introduction In today’s rapidly evolving landscape of large language models, each model comes with its unique strengths and weaknesses. For example, some LLMs excel at generating creative content, while others are better at factual accuracy or specific domain expertise. Given this diversity, relying on a single LLM for all tasks often leads to suboptimal results. […] The post LLM Routing: Strategies, Techniques, and Python Implementation appeared first on Analytics Vidhya.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Machine Learning Mastery
AUGUST 25, 2024
When we analyze relationships between variables in machine learning, we often find that a straight line doesn’t tell the whole story. That’s where polynomial transformations come in, adding layers to our regression models without complicating the calculation process. By transforming our features into their polynomial counterparts—squares, cubes, and other higher-degree terms—we give linear models the […] The post Capturing Curves: Advanced Modeling with Polynomial R
insideBIGDATA
AUGUST 28, 2024
Today, MLCommons® announced new results for its industry-standard MLPerf®Inference v4.1 benchmark suite, which delivers machine learning (ML) system performance benchmarking in an architecture-neutral, representative, and reproducible manner. This release includes first-time results for a new benchmark based on a mixture of experts (MoE) model architecture.
KDnuggets
AUGUST 29, 2024
Discover how to translate text quickly and accurately between languages with just a few simple steps using MarianMT.
Analytics Vidhya
AUGUST 29, 2024
Introduction Suppose you are on the brink of a technological revolution, which is to embrace the Large Language Models (LLMs,) to unlock some incredible opportunities. As for many innovations from developing smart chatbots to analyzing data, LLMs are in the center of them. The good news? However, what people might not realize is that you […] The post 10 Free Resources to Learn LLMs 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.
Data Science Dojo
AUGUST 27, 2024
Want to know how to become a Data scientist? Use data to uncover patterns, trends, and insights that can help businesses make better decisions. Imagine you’re trying to figure out why your favorite coffee shop is always busy on Tuesdays. A data scientist could analyze sales data, customer surveys, and social media trends to determine the reason.
Adrian Bridgwater for Forbes
AUGUST 28, 2024
More efficient software and software operations means lower power bills for the users, as well as a smaller carbon impact. Efficient applications benefit everyone.
KDnuggets
AUGUST 28, 2024
Embrace these five best-practices boost the effectiveness of your trained machine learning solutions, no matter their complexity
Analytics Vidhya
AUGUST 27, 2024
Introduction Diving into the world of AI models, language models and other software that can be applied in real tasks like virtual assistance and content creation are very popular. However, there is still a lot to explore with image-to-text models. Optimal Character Recognition (OCR) is the foundation of building vast encoder-decoder models. So, when you […] The post TrOCR and ZhEn Latex OCR: A Comparison of Image-to-Text and Latex Models appeared first on Analytics Vidhya.
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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?
Machine Learning Mastery
AUGUST 30, 2024
Predictive modeling in finance uses historical data to forecast future trends and outcomes. R, a powerful statistical programming language, provides a robust set of tools and libraries for financial analysis and modeling. This article explores the key techniques and packages in R that are commonly used for predictive modeling in finance. We’ll cover time series […] The post Using R for Predictive Modeling in Finance appeared first on MachineLearningMastery.com.
databricks
AUGUST 30, 2024
Skechers has been at the forefront of the e-commerce industry, focusing on hyperpersonalized experiences to meet customer expectations better. Following significant growth during.
KDnuggets
AUGUST 26, 2024
In this article, we’ll explore how to leverage NumPy to solve systems of nonlinear equations, turning complex mathematical challenges into manageable tasks.
Analytics Vidhya
AUGUST 27, 2024
Introduction This guide will walk you through what Segment Anything Model 2 is, how it works, and how you’ll utilize it to portion objects in pictures and videos. It offers state-of-the-art execution and adaptability in fragmenting objects into pictures, making it an important resource for a assortment of computer vision applications. This directly points to supplying […] The post Mastering Image and Video Segmentation with SAM 2 appeared first on Analytics Vidhya.
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.
insideBIGDATA
AUGUST 30, 2024
In this contributed article, Soniya Bopache, vice president and general manager, data compliance and governance at Veritas Technologies, discusses how integrating AI into business operations requires addressing the challenge of dark data—unstructured and unused information that can lead to biased or compromised AI outputs. Organizations must prioritize comprehensive data management and governance to ensure AI systems are powered by high-quality data, meeting both operational goals and regulatory
databricks
AUGUST 28, 2024
Databricks Workflows now supports single task looping with For Each! Streamline repetitive processes into a single, easy to author, manage, and monitor task.
KDnuggets
AUGUST 30, 2024
Check this practical guide sharing insights, challenges, and tactics to be a digital leader with confidence.
Analytics Vidhya
AUGUST 25, 2024
Introduction Assessing a machine learning model isn’t just the final step—it’s the keystone of success. Imagine building a cutting-edge model that dazzles with high accuracy, only to find it crumbles under real-world pressure. Evaluation is more than ticking off metrics; it’s about ensuring your model consistently performs in the wild.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
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.
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