Sat.Oct 07, 2023 - Fri.Oct 13, 2023

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7 High Paying Side Hustles for Data Scientists

KDnuggets

This article serves as a guide for the data professional who wants to earn more in these trying times.

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9 key probability distributions in data science: Easy explanation

Data Science Dojo

In the realm of data science, understanding probability distributions is crucial. They provide a mathematical framework for modeling and analyzing data. Understand the applications of probability in data science with this blog. 9 probability distributions in data science – Data Science Dojo Explore probability distributions in data science with practical applications This blog explores nine important data science distributions and their practical applications. 1.

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The insideBIGDATA IMPACT 50 List for Q4 2023

insideBIGDATA

The team here at insideBIGDATA is deeply entrenched in keeping the pulse of the big data ecosystem of companies from around the globe. We’re in close contact with the movers and shakers making waves in the technology areas of big data, data science, machine learning, AI and deep learning. Our in-box is filled each day with new announcements, commentaries, and insights about what’s driving the success of our industry so we’re in a unique position to publish our quarterly IMPACT 50 List.

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LLM Inference Performance Engineering: Best Practices

databricks

In this blog post, the MosaicML engineering team shares best practices for how to capitalize on popular open source large language models (LLMs).

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Exploring the Advanced Multi-Modal Generative AI

Analytics Vidhya

Introduction In today’s ever-advancing world of technology, there’s an exciting development on the horizon – Advanced Multi-modal Generative AI. This cutting-edge technology is about making computers more innovative and great, creating content and understanding. Imagine a digital assistant that seamlessly works with text, images, and sounds and generates information.

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Evaluate and Trace with LangSmith: Mastering LLM Optimization

Data Science Dojo

In this blog, we delve into Large Language Model Evaluation and Tracing with LangSmith, emphasizing their pivotal role in ensuring application reliability and performance. You’ll learn to set up LangSmith, connect it with LangChain, and master the process of precise tracing and evaluation, equipping you with the tools to optimize your Large Language Model applications and bring them to production.

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Accelerate Your Machine Learning Journey with Uplimit’s Metaflow Mastery Course

KDnuggets

Ready to take your machine learning skills to new heights? Dive into the world of Metaflow with us and elevate your expertise with Uplimit's Full-Stack Machine Learning with Metaflow course!

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Unlocking Creativity with Advanced Transformers in Generative AI

Analytics Vidhya

Introduction In the ever-evolving landscape of artificial intelligence, one name has stood out prominently in recent years: transformers. These powerful models have transformed the way we approach generative tasks in AI, pushing the boundaries of what machines can create and imagine. In this article, we will delve into the advanced applications of transformers in generative […] The post Unlocking Creativity with Advanced Transformers in Generative AI appeared first on Analytics Vidhya.

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Automation Generation, UiPath Widens Scope With Autopilot Assistant

Adrian Bridgwater for Forbes

UiPath is making workplace automation functions more accessible for software developers & data scientists - and for business laypersons too.

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Microsoft’s Quest for the Next Killer App

insideBIGDATA

In this contributed article, Gordon McKenna, VP of Cloud Evangelist & Alliances at Ensono, discusses the situation with Microsoft strongly backing OpenAI, what can we expect the future to look like? Microsoft’s investment into OpenAI was a clear move for the company to align itself with the next killer app that would drive engagement on Azure cloud.

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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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Rust Burn Library for Deep Learning

KDnuggets

A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

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How to Build LLM Apps Using Vector Database?

Analytics Vidhya

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., have revolutionized the way we solve problems. LLMs use deep learning techniques to perform natural language processing tasks. This article will teach you to build LLM Apps […] The post How to Build LLM Apps Using Vector Database?

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Llama 2 Foundation Models Available in Databricks Lakehouse AI

databricks

We’re excited to announce that Meta AI’s Llama 2 foundation chat models are available in the Databricks Marketplace for you to fine-tune and dep.

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How Can Platform Engineers Thrive in the Age of AI?

insideBIGDATA

In this contributed article, lead systems and DevOps engineer Manish Sharma discusses how platform engineering is a constantly developing field, and the advent of AI will likely accelerate the pace of change. Engineers can prepare for and adapt to the coming shifts by keeping up to date with developments in AI, including the increasing number of available AI tools and their applications for platform engineering.

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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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Comparing Natural Language Processing Techniques: RNNs, Transformers, BERT

KDnuggets

RNN, Transformers, and BERT are popular NLP techniques with tradeoffs in sequence modeling, parallelization, and pre-training for downstream tasks.

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Top 10 Generative AI 3D Object Generators

Analytics Vidhya

Creating and visualizing 3D models has been made more accurate, accessible, and efficient through high-powered AI 3D object generators. Whether you’re a graphic designer or a game developer, it depends on your requirements as to which AI 3D object generators might be the best one for you. You can craft 3D models from scratch revolutionized […] The post Top 10 Generative AI 3D Object Generators appeared first on Analytics Vidhya.

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The therapeutic power of sound: AI speech generators in therapy

Dataconomy

In times, the progress made in intelligence has opened doors for innovative solutions across various industries, including healthcare. One area where AI has shown promise is in the field of therapy and counseling. In particular, therapists and patients have taken an interest in the utilization of AI speech generators and AI voice generators. These advanced tools leverage the power of sound to offer a one-of-a-kind and engaging encounter.

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2023 Solar Eclipse – Oct 14

Hacker News

On Oct. 14, 2023, an annular solar eclipse will cross North, Central, and South America. Visible in parts of the United States, Mexico, and many countries in South and Central America, millions of people in the Western Hemisphere can experience this eclipse.

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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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Best Practices for Building ETLs for ML

KDnuggets

This article talks about several best practices for writing ETLs for building training datasets. It delves into several software engineering techniques and patterns applied to ML.

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A Complete Guide On ZenML For Beginners Simplifying MLOps

Analytics Vidhya

Are you new to Data Science, Machine Learning, or MLOps and feeling overwhelmed with tool choices? Consider ZenML—an orchestration tool for streamlined production pipelines. In this article, we’ll explore ZenML’s capabilities and features to simplify your MLOps journey. Learning Objectives This article was published as a part of the Data Science Blogathon.

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AI-powered personalized learning: How technology is revolutionizing education

Dataconomy

Artificial Intelligence (AI) – a term that once felt like a page out of a science fiction novel is now a tangible reality, deeply ingrained in our everyday lives. Nowhere is this more apparent than within the realm of education. Today, educators worldwide are tapping into the expansive potential of AI to deliver personalized learning experiences.

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How a billionaire-backed network of AI advisers took over Washington

Flipboard

A sprawling network spread across Congress, federal agencies and think tanks is pushing policymakers to put AI apocalypse at the top of the agenda — potentially boxing out other worries and benefiting top AI companies with ties to the network.

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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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AI and Open Source Software: Separated at Birth?

KDnuggets

In this article, Luis shares with readers his thoughts on the intersection of open source software and machine learning and what the future might bring. Many articles cover how open source software is used by the machine learning community but this post focuses on the similarities between the two areas of practice and what machine learning can and can’t learn from open source software.

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Leading With Data: Building a Data Driven Organization with Srikanth Velamakanni

Analytics Vidhya

Analytics Vidhya’s ‘Leading With Data’ is a series of interviews where industry leaders share their experiences, career journeys, interesting projects, and more. In the 5th episode of the series, we are joined by a very special guest – Mr. Srikanth Valamakanni. He is the Group CEO, Co-founder, and Vice-Chairman of Fractal Analytics, one of the […] The post Leading With Data: Building a Data Driven Organization with Srikanth Velamakanni appeared first on Analytics Vidhya.

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23andMe data breach affects a million users with Jewish heritage

Dataconomy

With the 23andMe data breach, a massive database containing the genetic data of nearly a million individuals with Ashkenazi Jewish ancestry has surfaced on the dark web. The data was allegedly obtained from 23andMe, a popular genetic testing service that millions of people around the world have used to uncover their ancestry and health insights. Imagine the very essence of who you are, stored in strings of DNA, exposed to the prying eyes of hackers, and potentially falling into the wrong hands.

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ChatGPT use shows that the grant-application system is broken

Flipboard

The fact that artificial intelligence can do much of the work makes a mockery of the process. It’s time to make it easier for scientists to ask for research funding. The fact that artificial intelligence can do much of the work makes a mockery of the process. It’s time to make it easier for scientists to ask for research funding.

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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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Unlocking GPT-4 Summarization with Chain of Density Prompting

KDnuggets

Unlock the power of GPT-4 summarization with Chain of Density (CoD), a technique that attempts to balance information density for high-quality summaries.

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How to Learn Machine Learning Online?

Analytics Vidhya

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. It has a variety of applications, including recognizing patterns, data analysis, and improving performance over time. This guide on how to learn machine learning online will introduce you to the […] The post How to Learn Machine Learning Online?

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Meta AI’s Stable Signature offers a new way to stop deepfakes

Dataconomy

Meet Stable Signature, a groundbreaking innovation from Facebook AI Research (FAIR) and Inria, set to unveil the hidden watermark that separates AI wizardry from reality. Brace yourself for an exhilarating journey into the realm of Stable Signature, where creativity meets responsibility, and the magic of AI becomes a force for good. In a world where pixels and algorithms converge to create stunningly lifelike images, the line between reality and artificial intelligence blurs.

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Ukrainian AI attack drones may be killing without human oversight

Flipboard

Ukraine is using drones equipped with artificial intelligence that can identify and attack targets without any human control, in the first battlefield use of autonomous weapons or "killer robots"

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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.