Sat.Mar 30, 2024 - Fri.Apr 05, 2024

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Cloud Migration Alone Won’t Solve Data Quality. Here’s Why CDOs Need a More Holistic Approach

insideBIGDATA

In this contributed article, Emmet Townsend, VP of Engineering at Inrupt, discusses how cloud migration is just one step to achieving comprehensive data quality programs, not the entire strategy.

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10 GitHub Repositories to Master Computer Science

KDnuggets

These GitHub repositories provide valuable resources for mastering computer science, including comprehensive roadmaps, free books and courses, tutorials, and hands-on coding exercises to help you gain the skills and knowledge necessary to thrive in the ever-evolving field of technology.

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Top 40 Python Libraries for AI, ML and Data Science

Analytics Vidhya

Introduction Python is the magic key to building adaptable machines! Known for its beginner-friendliness, you can dive into AI without complex code. Python’s superpower? A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This flexible language has you covered for all things AI and beyond.

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10 Stages of the software development lifecycle for startups

Dataconomy

Creating apps for startups is primarily the carefully thought-out tasks that make up the software development process. By having an effective strategy and making timely changes based on the data obtained, startups have a good chance of expanding scale and optimizing profits. In addition, software architecture consulting services are often preferred to work with startups.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

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Video Highlights: The Best AI Startup Opportunities — with Venture Capitalist Rudina Seseri

insideBIGDATA

In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, sits down with Rudina Seseri from Glasswing Ventures to answer the question: "What has Glasswing Ventures done for the company beyond capital investment?" Rudina describes how her company uses data to assess venture capital investments, the secret sauce of successful AI startups, and why she feels generative AI is only the start of a much broader impact that AI will

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The Psychology of Data Visualization: How to Present Data that Persuades

KDnuggets

This article discusses the psychology of data visualization, including the principles and techniques that underpin the creation of persuasive and effective visuals.

More Trending

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SLAC completes construction of the largest digital camera built for astronomy

Hacker News

Once set in place atop a telescope in Chile, the 3,200-megapixel LSST Camera will help researchers better understand dark matter, dark energy and other mysteries of our universe.

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Introducing Universal-1

AssemblyAI

Today, AssemblyAI is launching Universal-1 ,  our most capable and highly trained speech recognition model. Trained on over 12.5 million hours of multilingual audio data, Universal-1 achieves best-in-class speech-to-text accuracy, reduces word error rate and hallucinations, improves timestamp estimation, and helps us continue to raise the bar as the industry-leading Speech AI provider.

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5 Data Analyst Projects to Land a Job in 2024

KDnuggets

Here’s how to stand out from the competition, impress employers, and get a job in data analytics.

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Guide to Fine-tuning Gemini for Masking PII Data

Analytics Vidhya

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in many Natural Language Processing (NLP) tasks. LLMs are versatile, capable of handling tasks such as Text Classification, Summarization, Sentiment Analysis, and Topic Modelling, owing to their extensive pre-training.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Former University of Iowa Hospital employee used fake identity for 35 years

Hacker News

A former University of Iowa Hospital employee pleaded guilty Monday to charges that he had been living under another man’s identity since 1988, causing the other man to be falsely imprisoned for identity theft and sent to a mental hospital.

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Planning your solar eclipse journey with network analytics

SAS Software

Authors: Steven Harenberg and Amy Becker The total solar eclipse taking place across a thin band of the United States on April 8, 2024, is going to be a stellar event. In this post, we will help plan a journey to see the total solar eclipse. We will use algorithms [.] The post Planning your solar eclipse journey with network analytics appeared first on SAS Blogs.

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5 AI Courses From Google to Advance Your Career

KDnuggets

Start your AI journey today with these courses from Google.

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Difference Between == and is Operator in Python

Analytics Vidhya

Introduction In Python, the == and is operators are often used for comparison by programmers. Although they might seem similar at first glance, they are understood to operate differently, and their differences are considered important for anyone coding in Python to grasp. We will discuss in this article how each of these operators function and […] The post Difference Between == and is Operator in Python appeared first on Analytics Vidhya.

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Marketing Operations in 2025: A New Framework for Success

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.

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Cloudflare acquires PartyKit to allow developers to build real-time multi-user

Hacker News

We're thrilled to announce that PartyKit, a trailblazer in enabling developers to craft ambitious real-time, collaborative, multiplayer applications, is now a part of Cloudflare. This acquisition marks a significant milestone in our journey to redefine the boundaries of serverless computing, making it more dynamic, interactive, and, importantly, stateful.

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The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs

Explosion

With the latest advancements in NLP and LLMs, and big companies like OpenAI dominating the space, many people wonder: Are we heading further into a black box era with larger and larger models, obscured behind APIs controlled by big tech monopolies?

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The advantages and disadvantages of private cloud 

IBM Journey to AI blog

The popularity of private cloud is growing, primarily driven by the need for greater data security. Across industries like education, retail and government, organizations are choosing private cloud settings to conduct business use cases involving workloads with sensitive information and to comply with data privacy and compliance needs. In a report from Technavio (link resides outside ibm.com), the private cloud services market size is estimated to grow at a CAGR of 26.71% between 2023 and 2028,

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Cohere Launches Command R+ on Azure, Leading the Way in Enterprise AI

Analytics Vidhya

Cohere, a leading provider of enterprise-grade AI solutions, has chosen Microsoft Azure as the launch platform for its new large language model (LLM), Command R+. This decision, despite a long-standing partnership with Oracle, marks a significant shift in Cohere’s approach to cloud deployment. Let’s explore the features and implications of this new model.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Command R+: A Scalable LLM Built for Business

Hacker News

Command R+ is a state-of-the-art RAG-optimized model designed to tackle enterprise-grade workloads, and is available first on Microsoft Azure Today, we’re introducing Command R+, our most powerful, scalable large language model (LLM) purpose-built to excel at real-world enterprise use cases.

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Improving Content Moderation with Amazon Rekognition Bulk Analysis and Custom Moderation

AWS Machine Learning Blog

Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. It requires no machine learning (ML) expertise to use and we’re continually adding new computer vision features to the service.

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Examining the dataset driving machine learning systems

FlowingData

For Knowing Machines , an ongoing research project that examines the innards of machine learning systems, Christo Buschek and Jer Thorp turn attention to LAION-5B. The large image dataset is used to train various systems, so it’s worth figuring out where the dataset comes from and what it represents. As artists, academics, practitioners, or as journalists, dataset investigation is one of the few tools we have available to gain insight and understanding into the most complex systems ever co

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Apple Launches ReALM Model that Outperforms GPT-4

Analytics Vidhya

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

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The Cloud Development Environment Adoption Report

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.

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Dark Star at 50: How a micro-budget student film changed sci-fi forever

Hacker News

In the early 70s, young filmmakers John Carpenter and Dan O'Bannon created a spaceship tale for a graduation project – little knowing it would influence Alien and many other works.

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Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2

AWS Machine Learning Blog

This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the performance and ease of running PyTorch 2.0 on AWS. Machine learning (ML) research has proven that large language models (LLMs) trained with significantly large datasets result in better model quality. In the last few years, the size of current generation models has increased significantly, and they require modern tools and infrastructure to be trained efficiently and

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The Cool Kids Corner: Equity and Privacy

Dataversity

Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. This month, we’re talking about personal identifiable information (PII) and the privacy of that data, but also about ways organizations use personal data […] The post The Cool Kids Corner: Equity and Privacy appeared first on DATAVERSITY.

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All of the Python Keywords You Need to Know

Analytics Vidhya

Introduction Programmers often prefer Python due to its easy-to-read syntax and friendliness towards beginners. However, hiding underneath is a strong word collection that controls how your code works: keywords. These specific words are important in the Python interpreter, serving as the foundational elements for developing strong programs. As bricks build a house, keywords are the […] The post All of the Python Keywords You Need to Know appeared first on Analytics Vidhya.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

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.

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Terraform makes carbon neutral natural gas

Hacker News

We did it! After two years of hard work we hold in our hands hard proof that the incredible team at Terraform can make synthetic natural gas from sunlight and air, as reported in TechCrunch. Last Wednesday March 27, 2024, we commissioned our integrated power-to-gas demonstrator.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning Blog

The rise of contextual and semantic search has made ecommerce and retail businesses search straightforward for its consumers. Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. This enhances the overall user experience, helping customers find exactly what they’re looking for.

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Navigating The Transformative of AI and Chatbots: Insights for Business Leaders

Chatbots Life

Photo by Emiliano Vittoriosi on Unsplash As the world embraces rapid technological advancements, Artificial Intelligence (AI) emerges as a forefront investment opportunity, alongside innovations like the Internet of Things (IoT), Cloud Computing, Security, and Blockchain. Defined as the simulation of human intelligence by machines, AI has garnered significant attention since its inception in the 1950s.

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Databricks DBRX: The Open-Source LLM Taking on the Giants

Analytics Vidhya

Large Language Models (LLMs) are the driving force behind AI revolution, but the game just got a major plot twist. Databricks DBRX, a groundbreaking open-source LLM, is here to challenge the status quo. Outperforming established models and going toe-to-toe with industry leaders, DBRX boasts superior performance and efficiency. Deep dive into the world of LLMs […] The post Databricks DBRX: The Open-Source LLM Taking on the Giants appeared first on Analytics Vidhya.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

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.