Wed.Sep 27, 2023

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A Beginners Guide to LLMOps For Machine Learning Engineering 

Analytics Vidhya

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps. We have all heard of MLOps, but what is LLMOps? Well, it’s […] The post A Beginners Guide to LLMOps For Machine Learning Engineering appeared first on Analytics Vidhya.

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5 Free Books to Help You Master Python

KDnuggets

From the basics of Python to clean architecture and more, here are five free books to level up your Python skills.

Python 368
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Mastering Sentiment Analysis through Generative AI

Analytics Vidhya

Introduction Sentiment analysis has revolutionized the way companies understand and respond to customer feedback. Customer sentiment analysis analyzes customer feedback, such as product reviews, chat transcripts, emails, and call center interactions, to categorize customers into happy, neutral, or unhappy. This categorization helps companies tailor their responses and strategies to enhance customer satisfaction.

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Automating Model Monitoring in MLOps: Leveraging AI to Track Performance and Detect Anomalies

insideBIGDATA

In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, discusses how MLOps — with its emphasis on the end-to-end life cycle of ML models — needs to prioritize automated, AI-driven model monitoring. As the world increasingly relies on ML-driven decisions, ensuring these models operate without biases and remain trustworthy is paramount.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Customized Marketing Copywriting Using LLMS for E-commerce

Analytics Vidhya

Introduction In an era defined by technological innovation and rapid digitalization, e-commerce has become a cornerstone of modern business. With a global reach and immense potential for growth, online retail has reshaped consumer behaviors and expectations. In this digital marketplace, where countless products and services compete for attention, the ability to effectively connect with customers […] The post Customized Marketing Copywriting Using LLMS for E-commerce appeared first on Analy

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KDnuggets News, September 27: ChatGPT Projects Cheat Sheet • Introduction to PyTorch & Lightning AI

KDnuggets

10 ChatGPT Projects Cheat Sheet • Introduction to Deep Learning Libraries: PyTorch and Lightning AI • Top 5 Free Alternatives to GPT-4 • Machine Learning Evaluation Metrics: Theory and Overview • Kick Ass Midjourney Prompts with Poe

More Trending

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easyJet bets on Databricks Lakehouse and Generative AI to be an Innovation Leader in Aviation

databricks

This blog is authored by Ben Dias, Director of Data Science and Analytics and Ioannis Mesionis, Lead Data Scientist at easyJet Introduction to.

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The Rise of AI-Powered Text Messaging in Business

Analytics Vidhya

Introduction In recent years, the integration of Artificial Intelligence (AI), specifically Natural Language Processing (NLP) and Machine Learning (ML), has fundamentally transformed the landscape of text-based communication in businesses. This article delves into the technical aspects of AI-powered text messaging, exploring the foundational concepts, applications, benefits, challenges, and the future of this technology.

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Unify Batch and ML Systems with Feature/Training/Inference Pipelines

KDnuggets

A new way to do MLOps for your Data-ML-Product Teams.

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Employee Attrition Rate Prediction Using ZenML and Streamlit

Analytics Vidhya

Introduction Are u working as an HR ? struggling to predict whether the employees in your team will continue working or they’re consider leaving the organisation, No worries ! you don’t wanna be a astrologer to predict this, by using the power of Data Science, we can predict it accurately. Let us begin our wonderful […] The post Employee Attrition Rate Prediction Using ZenML and Streamlit appeared first on Analytics Vidhya.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Investing In AI? Here Is What To Consider

KDnuggets

Everything you need to know about investing in AI initiatives.

AI 263
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10 Ways To Enhance Data Literacy of Your Organization

Analytics Vidhya

Living in the era of the fourth industrial revolution, characterized by the convergence of physical and digital technologies, we witness many “smart” connected devices, from watches to speakers to smart TVs. This is the essence of Industry 4.0, powered by data. Data serves as the fuel driving constant technological breakthroughs, making it a valuable asset […] The post 10 Ways To Enhance Data Literacy of Your Organization appeared first on Analytics Vidhya.

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ChatGPT can now access up to date information

Flipboard

OpenAI, the Microsoft-backed creator of ChatGPT, has confirmed the chatbot can now browse the internet to provide users with current information. The artificial intelligence-powered system was previously trained only using data up to September 2021.

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Machine Learning Engineer Salary in USA

Analytics Vidhya

Introduction Machine learning engineering is among the most sought-after and well-paid occupations in the United States today. Machine Learning Engineer salary in the USA is quite lucrative. These engineers are well-compensated for their extensive expertise and specialized skills in ML. According to the World Economic Forum, 42% of businesses will be automated by 2027.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Earthworms contribute to 6.5% of global grain production

Hacker News

Earthworms are important drivers of global food production, contributing to approximately 6.5% of grain yield and 2.3% of legumes produced worldwide each year, according to new work published by Colorado State University scientists in the journal Nature Communications.

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How to Use ChatGPT for Google Sheets?

Analytics Vidhya

Introduction Google Sheets is an extensive and popularly known spreadsheet application. Over the years, it has established itself as a key resource for data management and analysis. However, unlocking every potential of Google Sheets may appear to be a challenging task, particularly for people without a solid foundation in data analytics or coding. Here, ChatGPT […] The post How to Use ChatGPT for Google Sheets?

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Valve releases Counter-Strike 2

Hacker News

For over two decades, Counter-Strike has offered an elite competitive experience, one shaped by millions of players from across the globe. And now the next chapter in the CS story is about to begin. This is Counter-Strike 2.

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ChatGPT can now search the web in real time

Flipboard

OpenAI posted today that ChatGPT can once more trawl the web for current information, offering answers taken directly from “current and authoritative” sources, which it cites in its responses.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Desalination system could produce freshwater that is cheaper than tap water

Hacker News

A new solar desalination system takes in saltwater and heats it with natural sunlight. The system flushes out accumulated salt, so replacement parts aren’t needed often, meaning the system could potentially produce drinking water that is cheaper than tap water.

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AI Hurricane Predictions Are Storming the World of Weather Forecasting

Flipboard

This year’s hurricane season provides a test run for the idea that machine-learning algorithms can improve weather forecasts. So far, the AI models are making good calls.

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Workers AI: serverless GPU-powered inference on Cloudflare’s global network

Hacker News

We are excited to launch Workers AI - an AI inference as a service platform, empowering developers to run AI models with just a few lines of code, all powered by our global network of GPUs

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ChatGPT picks 3 cryptocurrencies to buy and hold forever

Flipboard

Finbold asked ChatGPT-4 on September 27 to “recommend three cryptocurrencies investors can buy and hold forever.” Picking: Bitcoin (BTC), Ethereum (ETH), and Cardano (ADA).

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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The Truth about College Costs

Hacker News

Americans think college tuition is rising out of control. But it would be more accurate to say that tuition rates are dishonest and indecipherable. They are distorted by a system that deliberately lists tuition levels much higher than what students p.

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Why Data Will Disappoint You

Cassie Kozyrkov

Data expectations haven’t caught up to data economics Continue reading on Towards Data Science »

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Deno Queues

Hacker News

Introducing Deno Queues - zero config, scalable messaging with a guaranteed at-least-once delivery. This new primitive builds on the foundation set by Deno KV, and is available today in the Deno JavaScript runtime and Deno Deploy.

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Google was accidentally leaking its Bard AI chats into public search results

Flipboard

Conversations with the Google chatbot turned up in search results for common queries—an issue the company says was an error. AI-powered chatbots are designed to be the always-available advisors that will power the next era of productivity.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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26% of the top 100 websites are now blocking GPTBot

Hacker News

At least 26 of the top 100 most popular websites – and 242 of the top 1,000 – are now blocking GPTBot , the web crawler OpenAI introduced Aug. 7, according to an updated analysis. That’s a 250% increase since last month, when just 69 of the top 1,000 websites had blocked GPTBot , according to an updated analysis from AI content and plagiarism service Originality.ai.

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Mistral AI makes its first large language model free for everyone

Flipboard

The most popular language models out there may be accessed via API, but open models — as far as that term can be taken seriously — are gaining ground.

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JWST discovers massive and compact quiescent galaxy

Hacker News

Astronomers have reported the discovery of a new galaxy using the James Webb Space Telescope (JWST) as part of the JWST COSMOS-Web survey. The newfound object, designated JWST-ER1 is a massive and compact quiescent galaxy. The findings were detailed in a paper published September 14 on the pre-print server arXiv.

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Why Data Will Disappoint You

Cassie Kozyrkov

Data expectations haven’t caught up to data economics Continue reading on Medium »

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.