Fri.Apr 28, 2023

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Pandas 2.0

Analytics Vidhya

Introduction If you work with programming languages and are familiar with Python, you must have had a brush with Pandas, a robust yet flexible data manipulation and analysis library. It was founded by Wes McKinney in 2008. Its value in the data analysis market cannot be overstated, as it has become the go-to tool for […] The post Pandas 2.0 appeared first on Analytics Vidhya.

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Data Visualization Best Practices & Resources for Effective Communication

KDnuggets

This article is meant to help you understand the art of data visualization and how to apply it to your work.

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OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free Time Access)

Analytics Vidhya

Mastering Prompt Engineering With OpenAI’s ChatGPT OpenAI is a cutting-edge artificial intelligence research organization backed by Microsoft. It has introduced a new short course on prompt engineering for developers utilizing its state-of-the-art language model, ChatGPT. The course, led by acclaimed AI expert and Coursera co-founder Andrew Ng, aims to assist developers in crafting more effective […] The post OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free T

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Data Science 101: The Data Science Venn Diagram

insideBIGDATA

Welcome to insideBIGDATA’s Data Science 101 channel bringing you perspectives for the topics of the day in data science, machine learning, AI and deep learning. Many of the video presentations come from my lectures for my Introduction to Data Science class I teach at UCLA Extension.

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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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What is Data Analytics? How to Use it in Your Career?

Analytics Vidhya

In this digital world, Data is the backbone of all businesses. With such large-scale data production, it is essential to have a field that focuses on deriving insights from it. What is data analytics? What tools help in data analytics? How can data analytics be applied to various industries? We will be answering all these […] The post What is Data Analytics?

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If Big Data Is the Immovable Object, Enterprise Search Is the Unstoppable Force

insideBIGDATA

In this special guest feature, Elizabeth, Director of Sales at dtSearch Corp., asks 'How do you approach Big Data?' You could try to organize the heck out of it if you have all of the time in the world and your data isn’t constantly changing. Or you could kick back and let enterprise search provide immediate access. If Big Data is the immoveable object, enterprise search is the unstoppable force.

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Introducing Healthcare-Specific Large Language Models from John Snow Labs

KDnuggets

John Snow Labs recently released a new LLM called BioGPT-JSL and capabilities tuned specifically to the medical domain. This article summarizes three things you should know about it.

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Artificial Intelligence’s Latest Technology: “Annie” the AI-Powered Chatbot

Analytics Vidhya

In today’s fast-paced world, people demand quick and efficient solutions to their problems. With the advent of artificial intelligence (AI), businesses now use chatbots to provide their customers with an always-available virtual assistant. Call Annie is one such example of an AI-powered chatbot that can converse with users at any time of the day.

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Applying software development & DevOps best practices to Delta Live Table pipelines

databricks

Databricks Delta Live Tables (DLT) radically simplifies the development of the robust data processing pipelines by decreasing the amount of code that data.

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Transforming Healthcare: Project-based Deep Learning-Powered Survival Prediction

Analytics Vidhya

Introduction Predicting patient outcomes is critical to healthcare management, enabling hospitals to optimize resources and improve patient care. Machine learning algorithms or deep learning techniques have proven valuable in survival prediction rates, offering insights that can help guide treatment plans and prioritize resources. In this captivating blog, I promise to make you all delve into […] The post Transforming Healthcare: Project-based Deep Learning-Powered Survival Prediction appe

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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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Fine-Tuning OpenAI Language Models with Noisily Labeled Data

KDnuggets

Reduce LLM prediction error by 37% via data-centric AI.

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Let’s Be DataHour Ready With Upcoming Sessions

Analytics Vidhya

Introduction Welcome to the revolutionary DataHour sessions, where you can elevate your understanding of data-driven technologies, including Data Science, to the next level. Bid farewell to tedious sessions which put you to sleep as we introduce a refreshing approach to learning. Our sessions cover various topics, from evaluating your Machine Learning model to an overview […] The post Let’s Be DataHour Ready With Upcoming Sessions appeared first on Analytics Vidhya.

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OpenAI closes $300M share sale at $27B-29B valuation

Flipboard

Updated to note that the Microsoft investment closed in January. The money from VCs reported here, part of a tender offer, is separate to that. OpenAI , the startup behind the widely used conversational AI model ChatGPT, has picked up new backers, TechCrunch has learned. VC firms including Tiger Global, Sequoia Capital, Andreessen Horowitz, Thrive and K2 Global picking up new shares, according to documents seen by TechCrunch.

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EU Takes First Steps Towards Regulating Generative AI

Analytics Vidhya

E In a groundbreaking development, the European Union is working towards introducing the world’s first comprehensive laws governing generative AI tools like ChatGPT. As part of the early EU agreement, companies deploying these technologies must disclose any copyrighted material used during development. The European Commission drafted the AI Act nearly two years ago.

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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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Announcements at RSAC 2023 show alliances, AI defining the future of cybersecurity

Flipboard

CISOs want more efficacy, real-time data visibility and a unified view of endpoints, identities and assets across their networks. They’re also looking for pricing help from vendors to stay within budget. Any new announcement at RSAC 2023 needed to be benchmarked against those two goals.

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Top 10 Impactful Applications of AI Across Industries 

Analytics Vidhya

Imagine sitting in front of your computer, staring at a blank screen, trying to come up with the perfect headline for your article or the ideal caption for your social media post. You’re drawing a blank, and the deadline is fast approaching. Suddenly, you remember the power of generative AI, a technology that can help […] The post Top 10 Impactful Applications of AI Across Industries appeared first on Analytics Vidhya.

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A Photographer Tried to Get His Photos Removed from an AI Dataset. He Got an Invoice Instead.

Flipboard

A German stock photographer tried to get his photos removed from the AI-training LAION dataset. Lawyers replied that he owes $979 for making an unjustified copyright claim.

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A Detailed Guide of Interview Questions on Apache Kafka

Analytics Vidhya

Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time. It is a message broker application and a logging service that is distributed, segmented, and […] The post A Detailed Guide of Interview Questions on Apache Kafka appeared first on Analytics Vidhya.

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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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DOJ Detected SolarWinds Breach Months Before Public Disclosure

Hacker News

In May 2020, the US Department of Justice noticed Russian hackers in its network but did not realize the significance of what it had found for six months.

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AI for security is here. Now we need security for AI

Flipboard

After the release of ChatGPT, artificial intelligence (AI), machine learning (ML) and large language models (LLMs) have become the number one topic of discussion for cybersecurity practitioners, vendors and investors alike.

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Ukraine cyber police arrested a man for selling data of 300M people

Hacker News

The Ukrainian cyber police arrested a Ukraine man for selling the data of over 300 million people from different countries. The Ukrainian cyber police have arrested a man (36) from the city of Netishyn for selling the personal data and sensitive information of over 300 million people from different countries. The man had information on passport data, taxpayer numbers, birth certificates, driver’s licenses, and bank account data.

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10 Unbeatable Prompts to Conquer ChatGPT Like a Pro

Flipboard

1 Shares 1. Teach ChatGPT to come up with prompts on its own. Prompt: “You are an AI designed to help [insert profession].

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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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Stack Overflow Will Begin Charging AI Companies for Training Data

ODSC - Open Data Science

Following Twitter and Reddit, a popular question-and-answer website, Stack Overflow, has announced plans to charge AI companies for training data. The website’s CEO Prashanth Chandrasekar also stated that the policy would go into effect soon after this year’s halfway point. As many know, Stack Overflow is considered the “go-to” for many programmers due to its community’s rich question & answer nature.

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AI Is a Waste of Time

Flipboard

The newest AI tools are accelerating basic research and scaring the general public. But many people are simply using it as a toy. Last week, a TikTok user named Ghostwriter used AI voice-emulating technology to make a song that sounded like a collaboration between the artists Drake and The Weeknd.

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Reinforcement Learning in Minesweeper using SAS and OpenAI

SAS Software

Hi! I’m Daniel, a technical intern at SAS and a student at North Carolina State University. Reinforcement learning is an exciting strategy that is versatile and broadly useful in the fields of data science and machine learning. I implemented an intelligent Minesweeper-playing model using SAS reinforcement learning, and this article [.] The post Reinforcement Learning in Minesweeper using SAS and OpenAI appeared first on SAS Blogs.

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Will Artificial Intelligence Help Teachers—or Replace Them?

Flipboard

Most of the focus on artificial intelligence in K-12 education has been on ChatGPT and how students can use it to cheat.

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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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How Extreme’s Meyercord Focused On Gaining Share From Cisco

R. Scott Raynovich

Many companies are going after networking giant Cisco after the company had a tough year in 2022 plagued by supply-chain woes that induced customers to look elsewhere.

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When will the fascination with cloud computing fade?

Flipboard

Cloud computing has enabled businesses to focus on their core competencies and scale up their operations without worrying about the IT …

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US Police Have Used Clearview AI for Facial Recognition For Nearly 1 Million Searches

ODSC - Open Data Science

The CEO and Founder of Clearview AI have revealed police have run nearly a million searches in the United States using its facial recognition software. According to founder Hoan Ton-That, the company has over 30 billion images of users thanks to efforts to scrap image data from social media platforms such as Facebook without user permission, according to the BBC.

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I used ChatGPT to write the same routine in these ten obscure programming languages

Flipboard

Can ChatGPT program in a language from the 1950s or in one of the languages that wrote its own code? We took a walk down memory lane to find out.

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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.