insideBIGDATA
APRIL 18, 2024
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
KDnuggets
APRIL 15, 2024
Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.
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Data Science Dojo
APRIL 18, 2024
AI in E-commerce helps businesses understand consumer preferences and profiles to tailor their offerings and marketing strategies effectively, thereby enhancing the shopping experience and increasing customer satisfaction and loyalty. By analyzing consumer behavior, preferences, and profiles, businesses can personalize their products and services, optimize their marketing campaigns, and improve overall operations, leading to increased sales and a competitive advantage.
databricks
APRIL 18, 2024
We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.
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
APRIL 19, 2024
In this contributed article, Ranjeeta Bhattacharya, senior data scientist within the AI Hub wing of BNY Mellon, points out that In the world of AI and LLMs, finding appropriate training data is the core requirement for building generative solutions. As the capabilities of Generative AI models like Chat GPT, DALL-E continues to grow, there is an increasing temptation to use their AI-generated outputs as training data for new AI systems.
KDnuggets
APRIL 16, 2024
Bring the latest AI implementation to Pandas to improve your data workflow.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
databricks
APRIL 16, 2024
We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.
insideBIGDATA
APRIL 18, 2024
In this contributed article, Rajesh Viswanathan, Chief Technology Officer for Inovalon, discusses how for the past year, AI was at the center of conversations throughout healthcare. While the potential for AI to revolutionize healthcare is clear, from care delivery to enhancing operational efficiencies and accelerating research, many organizations are still figuring out where to begin.
KDnuggets
APRIL 19, 2024
The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.
Analytics Vidhya
APRIL 15, 2024
Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception. RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. We solve the factuality of LLMs by RAG, where we try to give the LLM a context that is contextually similar to […] The post ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings appeared first on Analytics Vidhya.
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?
Adrian Bridgwater for Forbes
APRIL 16, 2024
We need to take all the subjectivity out of decisions so that they are based on data and facts. There’s a process behind how we use data for AI.
databricks
APRIL 16, 2024
Introduction In this blog post we dive into inference with DBRX, the open state-of-the-art large language model (LLM) created by Databricks (see Introducing.
KDnuggets
APRIL 19, 2024
Learn about Vectors and How Storing Data Can Be Used in LLM Applications.
Analytics Vidhya
APRIL 16, 2024
Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments. In this journey, we’ll uncover the core concepts behind Transformers: attention mechanisms, encoder-decoder architecture, […] The post Understanding Transformers: A Deep D
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!
Adrian Bridgwater for Forbes
APRIL 17, 2024
It wasn’t long in the early evolution and revolution of cloud computing that we realized one cloud service in one place from one Cloud Services Provider (CSP, aka hype.
databricks
APRIL 15, 2024
Are you ready to discover how one of the world's leading tech giants is transforming its data analytics to stay ahead of the.
KDnuggets
APRIL 18, 2024
Join us on a journey of becoming a professional MLOps engineer by mastering essential tools, frameworks, key concepts, and processes in the field.
Analytics Vidhya
APRIL 15, 2024
Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships. Addressing overfitting in convnet is crucial for building reliable neural network models. […] The post Understanding Overfitting in ConvNets 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.
Machine Learning Research at Apple
APRIL 14, 2024
Existing vision-language models exhibit strong generalization on a variety of visual domains and tasks. However, such models mainly perform zero-shot recognition in a closed-set manner, and thus struggle to handle open-domain visual concepts by design. There are recent finetuning methods, such as prompt learning, that not only study the discrimination between in-distribution (ID) and out-of-distribution (OOD) samples, but also show some improvements in both ID and OOD accuracies.
databricks
APRIL 17, 2024
The next generation of Databricks SQL dashboards, also known as Lakeview Dashboards, is now generally available on AWS and Azure. This new dashboarding experience is optimized for ease of use, scalable and secure distribution, governance, and performance.
KDnuggets
APRIL 15, 2024
A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.
Analytics Vidhya
APRIL 17, 2024
Introduction Imagine a giant ball of tangled information – that’s kind of what complex data can be like. Embedding models come in and untangle this mess, making it easier to work with. They shrink the data down to a more manageable size, like turning a giant ball of yarn into smaller threads. This makes it […] The post How can Cohere Compass Simplify your Complex Data Challenges?
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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
APRIL 17, 2024
The deep learning model of Stable Diffusion is huge. The weight file is multiple GB large. Retraining the model means to update a lot of weights and that is a lot of work. Sometimes we must modify the Stable Diffusion model, for example, to define a new interpretation of prompts or make the model to […] The post Generate Realistic and Consistent Faces in Stable Diffusion appeared first on MachineLearningMastery.com.
databricks
APRIL 17, 2024
To move GenAI projects from experimentation to production, companies must ensure that they are deployed in a way that is accurate, safe, and governed.
KDnuggets
APRIL 17, 2024
Let's learn Python by building a command-line TO-DO list app, one step at a time.
Analytics Vidhya
APRIL 17, 2024
Wayve, a trailblazer in AI for assisted and automated driving, has introduced a new model, LINGO-2. This revolutionary driving model combines vision, language, and action, bringing a lot more control and customization into autonomous driving. LINGO-2 connects linguistic explanations with real-time decision-making, enhancing trust and confidence in AI-driven vehicles.
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.
Machine Learning Mastery
APRIL 18, 2024
The deep learning model of Stable Diffusion is huge. The weight file is multiple GB large. Retraining the model means to update a lot of weights and that is a lot of work. Sometimes we must modify the Stable Diffusion model, for example, to define a new interpretation of prompts or make the model to […] The post Using LoRA in Stable Diffusion appeared first on MachineLearningMastery.com.
databricks
APRIL 17, 2024
The use of AI in business has become standard over the past decade. But, are old-fashioned data management practices holding it back? Learn more here.
KDnuggets
APRIL 18, 2024
Learning a new skill can be expensive, but it doesn’t have to be.
Analytics Vidhya
APRIL 15, 2024
Introduction Google AI’s powerhouse language model, Gemini 1.5 Pro, has taken a significant step forward with its public preview release. Now accessible in over 180 countries via the Gemini API, this update boasts new features designed to empower developers and redefine human-computer interaction. This article digs deep into Gemini 1.5 Pro’s exciting new capabilities, accompanied […] The post Gemini 1.5 Pro Goes Global with Powerful New Features appeared first on Analytics Vidh
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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