Mon.Sep 23, 2024

article thumbnail

How to Calculate Eigenvalues and Eigenvectors with NumPy

KDnuggets

NumPy is a powerful Python library, which supports many mathematical functions that can be applied to multi-dimensional arrays. In this short tutorial, you will learn how to calculate the eigenvalues and eigenvectors of an array using the linear algebra module in NumPy. Calculating the Eigenvalues and Eigenvectors in NumPy In order to explore.

Python 285
article thumbnail

Automating Data Quality Checks with Dagster and Great Expectations

Analytics Vidhya

Introduction Ensuring data quality is paramount for businesses relying on data-driven decision-making. As data volumes grow and sources diversify, manual quality checks become increasingly impractical and error-prone. This is where automated data quality checks come into play, offering a scalable solution to maintain data integrity and reliability. At my organization, which collects large volumes of […] The post Automating Data Quality Checks with Dagster and Great Expectations appeared fi

professionals

Sign Up for our Newsletter

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

article thumbnail

AI’s Business Value Depends on Industrial Agents – Introducing Cognite’s New Guide

insideBIGDATA

Cognite announced The Cognite Atlas AI™ Definitive Guide to Industrial Agents, the newest book in their three-part Cognite Definitive Guide Series. The guide was developed to explore advancements in AI over the past year, where we stand now and best practices to ensure successful AI implementation moving forward.

AI 221
article thumbnail

How to Use R for Data Transformation with dplyr

KDnuggets

It's important to transform data for effective data analysis. R's 'dplyr' package makes data transformation simple and efficient. This article will teach you how to use the dplyr package for data transformation in R. Install dplyr Before using dplyr, you must install and load it into your R session. Now you’re ready to.

article thumbnail

How To Align Product Management And Supply Chain Operations For Successful Product Launches

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.

article thumbnail

Broadcom Delivers Industry Leading 200G/lane DSP for Gen AI Infrastructure

insideBIGDATA

Broadcom Inc. (NASDAQ: AVGO) today announced the general availability of SianTM2, 200 Gbps per lane (200G/lane) PAM-4 DSP PHY. Sian2 features 200G/lane electrical and optical interfaces to augment the Sian DSP that supports 100 Gbps electrical and 200Gbps optical interfaces. Sian and Sian2 DSPs enable pluggable modules with 200G/lane interfaces that are foundational to connect next generation AI clusters.

article thumbnail

LLMs on Mobile: Present and Future Possibilities

Analytics Vidhya

Introduction The smartphone industry is witnessing a new war! Companies are competing to integrate advanced generative AI features into their devices. From enhancing user interactions to transforming efficiency, the rivalry is intense. Apple recently released the iPhone 16 series, but the long-awaited AI capabilities, driven by Apple Intelligence, will not be fully accessible until December. […] The post LLMs on Mobile: Present and Future Possibilities appeared first on Analytics Vidhya.

Analytics 218

More Trending

article thumbnail

Building Multi-Agentic System with CrewAI and Ollama

Analytics Vidhya

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post Building Multi-Agentic System with CrewAI and Ollama appeared first on Analytics Vidhya.

Analytics 209
article thumbnail

Announcing Databricks Support for Amazon EC2 G6 Instances

databricks

We are excited to announce that Databricks now supports Amazon EC2 G6 instances powered by NVIDIA L4 Tensor Core GPUs. This addition marks.

ML 224
article thumbnail

CLIP VIT-L14: OpenAI’s Multimodal Marvel for Zero-Shot Image Classification

Analytics Vidhya

Introduction OpenAI’s development of CLIP (Contrastive Language Image Pre-training) has seen a lot of development in multimodal and natural language models. CLIP VIT L14 shows how you can represent image and text processing tasks. With different applications, this computer vision system can help represent text and images in a vector format. Another great attribute of […] The post CLIP VIT-L14: OpenAI’s Multimodal Marvel for Zero-Shot Image Classification appeared first on Analytics V

Analytics 191
article thumbnail

Free Courses That Are Actually Free: Google Cloud Edition

KDnuggets

If you’ve been keeping up, I have been creating a series of free courses that are actually free, for example, the AI & ML Edition. Type in ‘Free courses that are actually free’ in the search bar to look at the rest. In this blog, I will dive into free courses with Google, from programming.

ML 198
article thumbnail

Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

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.

article thumbnail

How to Build Multi-Agent System with CrewAI and Ollama?

Analytics Vidhya

Introduction Don’t want to spend money on APIs, or are you concerned about privacy? Or do you just want to run LLMs locally? Don’t worry; this guide will help you build agents and multi-agent frameworks with local LLMs that are completely free to use. We’ll explore how to build agentic frameworks with CrewAI and Ollama […] The post How to Build Multi-Agent System with CrewAI and Ollama?

Analytics 162
article thumbnail

5 Free Courses to Master Deep Learning in 2024

Machine Learning Mastery

AI applications are everywhere. I use ChatGPT on a daily basis — to help me with work tasks, and planning, and even as an accountability partner. Generative AI hasn’t just transformed the way we work. It helps businesses streamline operations, cut costs, and improve efficiency. As companies rush to implement generative AI solutions, there has been an […] The post 5 Free Courses to Master Deep Learning in 2024 appeared first on MachineLearningMastery.com.

article thumbnail

Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Efficiency

Analytics Vidhya

Introduction In the dynamic realm of artificial intelligence, innovation never stands still, and new models continuously emerge, vying for attention and application. Among the latest breakthroughs are Mistral Large 2 and Anthropic’s Claude 3.5 Sonnet, each representing distinct approaches to harnessing AI’s potential. Mistral Large 2 focuses on performance and versatility, promising to handle a […] The post Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Effici

article thumbnail

Hinkley Point C: Building Britain's first nuclear reactor in 30 years

Hacker News

Like its Finnish and French twins, Hinkley Point C has suffered from cost overuns and delays. What are the team doing to claw back the losses and what does this mean for Sizewell C?

172
172
article thumbnail

How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

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

article thumbnail

Memory and Hybrid Search in RAG using LlamaIndex

Analytics Vidhya

Introduction Retrieval Augmented Generation (RAG) pipelines are improving how AI systems interact with custom data, but two critical components we will focus on here: memory and hybrid search. In this article, we will explore how integrating these powerful features can transform your RAG system from a simple question-answering tool into a context-aware, intelligent conversational agent. […] The post Memory and Hybrid Search in RAG using LlamaIndex appeared first on Analytics Vidhya.

Analytics 157
article thumbnail

How the iPhone 16's electrically-released adhesive works

Hacker News

The iPhone 16 lineup makes three big leaps in repairability. It sets the stage for a new world of repairable devices with voltage-release adhesive.

179
179
article thumbnail

How not to drown in your data lake with data activation

Dataconomy

Data activation is seen as the primary factor for enhancing marketing and sales effectiveness by almost 80% of European companies. In today’s digital era, data is the key that allows companies to unlock better decision-making, understand customer behavior and optimize campaigns. However, simply acquiring all available data and storing it in data lakes does not guarantee success.

article thumbnail

X will soon make your public posts visible to accounts you've blocked

Hacker News

X will soon change the functionality behind its block button so that if you block an account, they will still be able to see your public posts, according

181
181
article thumbnail

Launching LLM-Based Products: From Concept to Cash in 90 Days

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.

article thumbnail

9 Mainframe Statistics That May Surprise You

Precisely

Are mainframes still relevant today? You bet! The following ten statistics paint a picture that shows mainframes are still going strong, with no signs of slowing. 1. The Mainframe Turns 60: A Milestone in Computing History. 60 years can really fly by! On April 7, 2024 , the Mainframe turned 60. At this milestone, we should all reflect on what the mainframe has done to the computing industry.

AI 113
article thumbnail

A $1 billion solar + battery storage project just broke ground in Utah

Hacker News

Renewables developer rPlus Energies has broken ground on one of the largest solar + battery storage projects in the US, in east-central Utah.

175
175
article thumbnail

Using AI to conserve the endangered African forest elephant

IBM Journey to AI blog

In the Congo Basin, the second-largest rainforest in the world, the African forest elephant population has been in drastic decline for decades. This decline is the result of habitat loss caused by deforestation and climate change, along with rampant poaching. We can observe the beneficial environmental effects of these species starting to disappear.

AI 105
article thumbnail

The Intelligence Age

Hacker News

In the next couple of decades, we will be able to do things that would have seemed like magic to our grandparents.

182
182
article thumbnail

Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

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.

article thumbnail

Transforming home ownership with Amazon Transcribe Call Analytics, Amazon Comprehend, and Amazon Bedrock: Rocket Mortgage’s journey with AWS

AWS Machine Learning Blog

This post is co-written with Josh Zook and Alex Hamilton from Rocket Mortgage. Rocket Mortgage, America’s largest retail mortgage lender, revolutionizes homeownership with Rocket Logic – Synopsis, an AI tool built on AWS. This innovation has transformed client interactions and operational efficiency through the use of Amazon Transcribe Call Analytics , Amazon Comprehend , and Amazon Bedrock.

AWS 93
article thumbnail

How 12,000 Tonnes of Dumped Orange Peel Grew in a Desert

Hacker News

An experimental conservation project that was abandoned and almost forgotten about, has ended up producing an amazing ecological win nearly two decades after it was dreamt up.

137
137
article thumbnail

Govern generative AI in the enterprise with Amazon SageMaker Canvas

AWS Machine Learning Blog

With the rise of powerful foundation models (FMs) powered by services such as Amazon Bedrock and Amazon SageMaker JumpStart , enterprises want to exercise granular control over which users and groups can access and use these models. This is crucial for compliance, security, and governance. Launched in 2021, Amazon SageMaker Canvas is a visual point-and-click service that allows business analysts and citizen data scientists to use ready-to-use machine learning (ML) models and build custom ML mode

AI 91
article thumbnail

I Designed a Dieter Rams Inspired iPhone Dock

Hacker News

Dieter Rams and his friends (Dietrich Lubs and Ludwig Littman) designed many great looking alarm clocks. I'm looking for one for a long time.

147
147
article thumbnail

How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

article thumbnail

Rowboat for fast CSV exploration

FlowingData

Fathom Information Design, known for client visualization-centric projects, introduced Rowboat. It’s a tool that lets you load large CSV files or Excel spreadsheets quickly in the browser. See summary graphics for each column, filter based on criteria, and quickly explore the dataset. It’s surprisingly fast for running in the browser. I threw a couple hundred megabytes at it and the view loaded in a few seconds.

78
article thumbnail

Averaging is a convenient fiction of neuroscience

Hacker News

But neurons don’t take averages. This ubiquitous practice hides from us how the brain really works.

164
164
article thumbnail

9 truths you should know about GenAI before jumping in

SAS Software

Before rushing to invest in generative AI (GenAI), organizations must pause and take a step back. GenAI is powerful and has shown potential to revolutionize multiple industries – but it’s not a silver bullet. Now that we’ve finally gotten past the hype phase, it’s time to look at the realities [.

AI 75
article thumbnail

An AI Event Hired John Mulaney to Do a Comedy Set and He Brutally Roasted Them O

Hacker News

Standup comedian John Mulaney was invited to do a set at a San Francisco event put on by AI company Dreamforce. He roasted them brutally.

AI 145
article thumbnail

What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.