Data Science Dojo

SEPTEMBER 23, 2024

In the world of machine learning, evaluating the performance of a model is just as important as building the model itself. One of the most fundamental tools for this purpose is the confusion matrix. This powerful yet simple concept helps data scientists and machine learning practitioners assess the accuracy of classification algorithms , providing insights into how well a model is performing in predicting various classes.

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Analytics Vidhya

SEPTEMBER 23, 2024

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

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insideBIGDATA

SEPTEMBER 23, 2024

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.

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Machine Learning Mastery

SEPTEMBER 23, 2024

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.

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

Analytics Vidhya

SEPTEMBER 23, 2024

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

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databricks

SEPTEMBER 23, 2024

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

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KDnuggets

SEPTEMBER 23, 2024

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.

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Python 256

insideBIGDATA

SEPTEMBER 23, 2024

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.

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KDnuggets

SEPTEMBER 23, 2024

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.

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Analytics Vidhya

SEPTEMBER 23, 2024

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.

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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?

Business Intelligence

KDnuggets

SEPTEMBER 23, 2024

Let’s learn how to train the speech recognition model with Wav2Vec 2.0 and Transformers. Preparation Our tutorial would require the following packages, so install them with the following code: pip install transformers datasets soundfile Additionally, you should install the PyTorch package by selecting the suitable version for your environment. With the package.

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Analytics Vidhya

SEPTEMBER 23, 2024

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.

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Dataconomy

SEPTEMBER 23, 2024

Merlin is a defines itself as “26-in-one AI assistant to research, create and summarize.” The tool merges advanced AI features into a single platform. Yet, the question remains: how well do these features truly work in practice? What is Merlin AI? Merlin is a comprehensive AI-powered assistant designed to enhance productivity by integrating advanced natural language processing (NLP) models like GPT-4 and Claude-3 into everyday tasks.

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Analytics Vidhya

SEPTEMBER 23, 2024

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?

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Analytics Analytics AI AI 162

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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.

Hacker News

SEPTEMBER 23, 2024

These days, I am developing an alarm app called ‘SuperAlarm’. To ensure a user is awake, SuperAlarm can be turned off only after a user completes a mission(e.g., taking a picture.

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Analytics Vidhya

SEPTEMBER 23, 2024

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.

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Analytics Analytics AI AI 168

Hacker News

SEPTEMBER 23, 2024

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?

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KDnuggets

SEPTEMBER 23, 2024

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.

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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.

Hacker News

SEPTEMBER 23, 2024

Researchers sent engineered heart tissue to the International Space Station and measured how it fared. Researchers sent engineered heart tissue to the International Space Station and measured how it fared.

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Machine Learning Research at Apple

SEPTEMBER 23, 2024

Speculative decoding is a prominent technique to speed up the inference of a large target language model based on predictions of an auxiliary draft model. While effective, in application-specific settings, it often involves fine-tuning both draft and target models to achieve high acceptance rates. As the number of downstream tasks grows, these draft models add significant complexity to inference systems.

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Hacker News

SEPTEMBER 23, 2024

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.

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Dataconomy

SEPTEMBER 23, 2024

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.

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Data Lakes Data Silos Analytics Analytics 103

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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.

Hacker News

SEPTEMBER 23, 2024

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

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

State and local agencies spend approximately $1.23 billion annually to operate and maintain signalized traffic intersections. On the other end, traffic congestion at intersections costs drivers about $22 billion annually. Implementing an artificial intelligence (AI)-powered detection-based solution can significantly mitigate congestion at intersections and reduce operation and maintenance costs.

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Hacker News

SEPTEMBER 23, 2024

Octopuses have often been thought to prowl the seafloor solo using camouflage. But a new study suggests that some have surprisingly rich social lives.

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Precisely

SEPTEMBER 23, 2024

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.

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AI AI 116

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.

Business Intelligence

Hacker News

SEPTEMBER 23, 2024

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.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

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.

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Hacker News

SEPTEMBER 23, 2024

With approximately a billion active monthly users worldwide, Telegram is one of the most used messaging services. The communication platform helps to connect people from all over the globe, with optional end-to-end encryption providing improved security compared to some other players in the market. Telegram can also be an excellent medium to broadcast messages to a wider audience.

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IBM Journey to AI blog

SEPTEMBER 23, 2024

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.

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AI AI 111

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.