Fri.Jun 23, 2023

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Book Review: The Kaggle Book/Workbook

insideBIGDATA

Kaggle is an incredible resource for all data scientists. I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.

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How Does AI Medical Diagnosis Work?

Analytics Vidhya

In medicine, artificial intelligence (AI) is being used more and more regularly, particularly in diagnosis and treatment planning. AI and machine learning have become effective diagnostic tools in recent years. By offering more accurate diagnoses, this technology can potentially change healthcare. Artificial intelligence facilitates healthcare management, automation, administration, and workflows in medical diagnostics.

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Your Data Warehouse is Currently your Company’s Crown Jewels — and that’s a Problem

insideBIGDATA

In this contributed article, Jason Davis, Ph.D. ,CEO and co-founder of Simon Data, believes that when companies try to pull together all the data streams in a warehouse, they can run into several challenges that make it hard to get a comprehensive picture and create effective personalization. Here are a few ways to help you combat these problems and drive meaningful results using your cloud data warehouse.

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DeepMind RoboCat: A Self-Learning Robotic AI Model

Analytics Vidhya

DeepMind, the renowned AI research lab, has unveiled its AI model named RoboCat, capable of performing a wide range of complex tasks using various models of robotic arms. Unlike previous models, RoboCat stands out for its ability to solve multiple tasks and adapt seamlessly to different real-world robots. Let’s delve into the details of this […] The post DeepMind RoboCat: A Self-Learning Robotic AI Model appeared first on Analytics Vidhya.

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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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ChatGPT vs Bard: Which AI chatbot is right for you in 2023?

Data Science Dojo

The ongoing battle ‘ ChatGPT vs Bard’ continues as the two prominent contenders in the generative AI landscape which have garnered substantial interest. As the rivalry between these platforms escalates, it continues to captivate the attention of both enthusiasts and experts. What are chatbots? Chatbots are revolutionizing the way we interact with technology.

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What To Do After Btech?

Analytics Vidhya

What to do after Btech? This common question bugs all the final-year and recently graduated students. While many choose the traditional career paths, some decide to research and explore careers in new fields. By exploring more options and focusing on skill development, continuous learning, and staying updated with evolving technologies, individuals can thrive in the […] The post What To Do After Btech?

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AutoML – A No Code Solution for Building Machine Learning Models

Analytics Vidhya

Introduction AutoML is also known as Automatic Machine Learning. In the year 2018, Google launched cloud AutoML which gained a lot of interest and is one of the most significant tools in the field of Machine Learning and Artificial Intelligence. In this article, you will learn “AutoML” a no code solution for building machine learning models with help […] The post AutoML – A No Code Solution for Building Machine Learning Models appeared first on Analytics Vidhya.

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More Free Courses on Large Language Models

KDnuggets

Interested in learning about large language models? Get up and running with these free courses from DeepLearning.AI, Google Cloud, Udacity, and more.

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ChatGPT’s Big Surprise: OpenAI Creates an AI Marketplace

Analytics Vidhya

OpenAI Ventures into New Territory with AI Marketplace OpenAI, the brilliant minds behind the immensely popular chatbot ChatGPT, is again making headlines. According to exclusive reports from The Information, the company plans to revolutionize the AI industry by launching an innovative marketplace. This new platform will empower developers to showcase and sell their AI models […] The post ChatGPT’s Big Surprise: OpenAI Creates an AI Marketplace appeared first on Analytics Vidhya.

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Databricks on AWS Guide to Data + AI Summit 2023 featuring Labcorp, Conde Nast, Grammarly, Vizio, NTT Data, Impetus, Amgen, and YipitData

databricks

This is a collaborative post from Databricks and Amazon Web Services (AWS). We thank Venkat Viswanathan, Data and Analytics Strategy Leader, Partner Solutions.

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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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AI Starts Dubbing for YouTube in Multiple Languages

Analytics Vidhya

YouTube, the world’s largest video-sharing platform, announced a major development that can revolutionize how content creators engage with audiences worldwide. Through the integration of AI technology, YouTube aims to simplify the process of dubbing videos in different languages. This exciting announcement was made during VidCon, an event celebrating the online video community’s creativity and innovation. […] The post AI Starts Dubbing for YouTube in Multiple Languages appeared

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Noteable Plugin: The ChatGPT Plugin That Automates Data Analysis

KDnuggets

Fast forward your EDA process using this ChatGPT plugin.

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Exploring Conflict Trends and Patterns: Manipur ACLED Data Analysis

Analytics Vidhya

Introduction Data analysis and visualization are powerful tools that enable us to make sense of complex datasets and communicate insights effectively. In this immersive exploration of real-world conflict data, we delve deep into the gritty realities and complexities of conflicts. Our focus is on Manipur, a state in northeastern India, that has unfortunately been marred […] The post Exploring Conflict Trends and Patterns: Manipur ACLED Data Analysis appeared first on Analytics Vidhya.

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Azure Databricks Guide to Data + AI Summit 2023 featuring Akamai, Providence Health Services, ABN Amro, Bradesco, and Department of Veterans Affairs.

databricks

This is a collaborative post from Databricks and Microsoft Azure. We thank Rajeev Jain, Senior Product Marketing Manager at Microsoft, for his contributions.

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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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World’s First AI-Powered Arm: All You Need to Know

Analytics Vidhya

Have you ever imagined a world where artificial intelligence can control bionic arms? While it sounds like a concept straight out of a superhero movie, it has now become a reality for one extraordinary woman. Sarah, a London resident, has become the first person in the world to utilize an AI-powered bionic arm after a […] The post World’s First AI-Powered Arm: All You Need to Know appeared first on Analytics Vidhya.

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U.S. Seeks 70-Month Prison Sentence for YouTube Content ID Scammer

Hacker News

In 2021, the US Department of Justice launched a criminal proceeding against two men suspected of running a massive YouTube Content ID scam. By falsely claiming to own the rights to more than 50,000 songs, the pair generated more than $23 million in revenue. Last year, one of the defendants confessed to his part in the copyright swindle by pleading guilty.

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Six skills you need to become an AI prompt engineer

Flipboard

WIth the explosive rise of generative AI in the past half a year, prompt engineering is the exciting new career that's growing along with it.

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Deep Learning Digs Deep: AI Unveils New Large-Scale Images in Peruvian Desert

Hacker News

Researchers at Yamagata University in Japan have harnessed AI to uncover four previously unseen geoglyphs — images on the ground, some as wide as 1,200 feet, made using the land’s elements — in Nazca, a seven-hour drive south of Lima, Peru. The geoglyphs — a humanoid, a pair of legs, a fish and a bird — were revealed using a deep learning model, making the discovery process significantly faster than traditional archaeological methods.

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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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Hickok Cole uses ChatGPT to design 24-storey mixed-use building

Flipboard

Architecture studio Hickok Cole has used AI chatbot ChatGPT to design a large mixed-use building with a green roof and a swimming pool as a research project. Hickok Cole project architect Jack Lynch said the experience had left him "super excited" about the potential of AI tools to assist the process of designing buildings. The ChatGPT-designed building, which was designed for an unspecified downtown urban site and does not have a client, would be 24 storeys high and contain retail, office, resi

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Real-Time Messaging

Hacker News

Did you know that ground stations transmit signals to satellites 22,236 miles above the equator in geostationary orbits, and that those signals are then beamed down to the entire North American subcontinent? Satellite radios today serve hundreds of channels across 9,540,000 square miles.

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Stop Hard Coding in a Data Science Project – Use Config Files Instead

KDnuggets

How to efficiently interact with config files in Python.

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Building a Custom Mach-O Memory Loader for macOS

Hacker News

In this blog we'll look at what it takes to construct an in-memory loader for Mach-O bundles within MacOS Ventura without using dyld. We'll walk though the lower-level details of what makes up a Mach-O file, how dyld processes load commands to map areas into memory, and how we can emulate this to avoid writing payloads to disk.

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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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AI Could Help Free Human Creativity

Flipboard

Let’s face it. We’re more distracted than ever. Why remember anything when I can just Google it? Why summon the attention to read a book when I can just scroll through Twitter?

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Any Deep ReLU Network Is Shallow

Hacker News

We constructively prove that every deep ReLU network can be rewritten as a functionally identical three-layer network with weights valued in the extended reals. Based on this proof, we provide an algorithm that, given a deep ReLU network, finds the explicit weights of the corresponding shallow network. The resulting shallow network is transparent and used to generate explanations of the model s behaviour.

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Train ChatGPT To Write Your Emails In 5 Easy Steps

Flipboard

Email overload is real and it’s probably a problem for you. Especially if you’re active online or run a growing business, it might feel like for every five you respond to, ten more appear.

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Tour of our 250k line Clojure codebase (2021)

Hacker News

At Red Planet Labs we've been quietly developing a new kind of developer tool for many years. Our tool reduces the cost of building large-scale end-to-end applications by multiple orders of magnitude, and Clojure is a big reason why we've been able to tackle such an ambitious project with a small team.

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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 to control ChatGPT with your voice

Flipboard

ChatGPT is all the craze these days, with people using it to write resumes, write code, play chess, and even become a DJ. The beauty of the service lies in getting AI to do the job using creative prompts so that you get precise results.

AI 119
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Make your programs run faster by better using the data cache (2020)

Hacker News

We investigate how the data cache influences the performance of your program, talk about ways for you to write faster programs by better leveraging the data cache.

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Amazon’s vision: An AI model for everything

Flipboard

Matt Wood, vice president of product for Amazon Web Services, is at the tip of the spear of Amazon’s response in the escalating AI battle between the …

AI 119
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Why thousands of board games are buried beneath Mankato

Hacker News

The Anti-Monopoly alternative to America's most successful board game took off in the 1970s. But a gaming giant with Minnesota ties sought its destruction.

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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.