AI is Eating Data Science
KDnuggets
MAY 24, 2023
When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.
May, 2023
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Close the Data Gap
insideBIGDATA
MAY 19, 2023
In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix. But with the right strategies and tools, you can identify where the problems lie and implement effective changes.
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What are Large Language Models
Machine Learning Mastery
MAY 18, 2023
Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.
Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison
Analytics Vidhya
MAY 11, 2023
Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA). It is said to be trained to have more natural and open-ended conversations […] The post Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison appeared first on Analytics Vidhya.
Navigating the Future: Generative AI, Application Analytics, and Data
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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?
Welcoming bit.io to Databricks: Investing in the Developer Experience
databricks
MAY 30, 2023
We are excited to announce that bit.io is joining Databricks. At Databricks, we’ve always been focused on empowering organizations to solve their toughest p.
QR codes in AI and ML: Enhancing predictive analytics for business
Dataconomy
MAY 29, 2023
In their quest for effectiveness and well-informed decision-making, businesses continually search for new ways to collect information. QR codes have emerged as versatile tools for data collection, comprising patterns of black and white squares. These codes have uses in a variety of industries and can be read by cell phones or special scanners. In the field of AI and ML, QR codes are incredibly helpful for improving predictive analytics and gaining insightful knowledge from massive data sets.
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Video Highlights: Introduction to Explainable AI
insideBIGDATA
MAY 12, 2023
Responsible AI is reaching new heights these days. Companies have started exploring Explainable AI as a means to explain the results better to senior leadership and increase their trust in AI Algorithms. This workshop presentation, conducted by Supreet Kaur, Assistant Vice President at Morgan Stanley, will entail an overview of this area, importance of it in today’s era, and some of the practical techniques that you can use to implement it.
What Are Zero-Shot Prompting and Few-Shot Prompting
Machine Learning Mastery
MAY 22, 2023
In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All Let’s get started.
Chatbot Evolution: ChatGPT Vs. Rule-based
Analytics Vidhya
MAY 1, 2023
Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.
Announcing the General Availability of Databricks SQL Serverless !
databricks
MAY 18, 2023
Today, we are thrilled to announce that serverless compute for Databricks SQL is Generally Available on AWS and Azure! Databricks SQL (DB SQL).
Get Better Network Graphs & Save Analysts Time
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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.
Iconic Torrent Site RARBG Shuts Down, All Content Releases Stop
Hacker News
MAY 31, 2023
Founded in 2008, RARBG evolved to become a key player in the torrent ecosystem. The site didn’t only attract millions of monthly visitors from all over the globe, it was also a major release hub, bridging the gap between the Scene and the broader pirate public. Today, the site’s fifteen year run unexpectedly came to an end. In a message posted on the site’s front page, the team says its farewells.
The Top AutoML Frameworks You Should Consider in 2023
KDnuggets
MAY 31, 2023
AutoML frameworks are powerful tool for data analysts and machine learning specialists that can automate data preprocessing, model selection, hyperparameter tuning, and even perform complex tasks like feature engineering.
Heard on the Street – 5/3/2023
insideBIGDATA
MAY 3, 2023
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
Activation Functions in PyTorch
Machine Learning Mastery
MAY 2, 2023
Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is important to understand the role that activation functions play in their implementation. In this article, you’ll explore the concept of activation functions that are applied to the output of each neuron in a neural network […] The post Activation Functions in PyTorch appeared first on MachineLearningMastery.com.
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.
Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead
Analytics Vidhya
MAY 1, 2023
Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.
ChatGPT takes center stage as students ditch tutors in favor of AI-powered learning
MAY 29, 2023
According to a recent survey by Intelligent.com, a prominent higher-education planning platform, students and parents increasingly favor studying with ChatGPT over human tutors. The survey findings expose a significant transformation in student perspectives on educational assistance.
Music Company Asks Google to Delist ‘YouTube Downloader’ Wikipedia Article
Hacker News
MAY 28, 2023
A few years ago, the RIAA started targeting YouTube ripping sites by sending relatively rare takedown requests to Google. Instead of the usual DMCA copyright notices, the music group asked the search engine to remove various URLs for alleged violations of the DMCA’s anti-circumvention provision. The delisting requests are supposed to make it harder for people to find ‘YouTube MP3 download’ sites in search results.
Bark: The Ultimate Audio Generation Model
KDnuggets
MAY 2, 2023
Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.
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.
Top Data Science Ph.D. Dissertations (2019-2020)
insideBIGDATA
MAY 10, 2023
The American Mathematical Society (AMS) recently published in its Notices monthly journal a long list of all the doctoral degrees conferred from July 1, 2019 to June 30, 2020 for mathematics and statistics. The degrees come from 242 departments in 186 universities in the U.S.
GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
BAIR
MAY 23, 2023
TL;DR : Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. However, despite their impressive capabilities, diffusion models, such as Stable Diffusion , often struggle to accurately follow the prompts when spatial or common sense reasoning is required.
How to Detect and Handle Deepfakes in the Age of AI?
Analytics Vidhya
MAY 4, 2023
Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?
AI Canon
MAY 25, 2023
Source: Midjourney Research in artificial intelligence is increasing at an exponential rate. It’s difficult for AI experts to keep up with everything new being published, and even harder for beginners to know where to start. So, in this post, we’re … The post AI Canon appeared first on Andreessen Horowitz.
Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
Tesla Model Y is now the world’s best-selling car, first EV to do so
Hacker News
MAY 25, 2023
The Tesla Model Y was the world’s best-selling car in Q1 2023, marking the first time ever that an EV has achieved this feat, according to industry analyst JATO Dynamics. more… The post Tesla Model Y is now the world’s best-selling car, first EV to do so appeared first on Electrek.
What is K-Means Clustering and How Does its Algorithm Work?
KDnuggets
MAY 2, 2023
In this article, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.
“Above the Trend Line” – Your Industry Rumor Central for 5/22/2023
insideBIGDATA
MAY 22, 2023
Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.
Visualizing new ways to protect sharks with data and analytics
SAS Software
MAY 1, 2023
Where do hammerhead sharks go at night? And perhaps more importantly, why? Research Scientist and Professor Alex Hearn of the Galapagos Science Center hoped that a team of SAS analytics volunteers would be able to answer that by analyzing data he has collected over nearly two decades. The project is [.
Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level
Analytics Vidhya
MAY 13, 2023
In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.
Prompts to Try Asking ChatGPT
MAY 25, 2023
Welcome back to On Tech: A.I., a pop-up newsletter that teaches you about artificial intelligence, how it works and how to use it. A few months ago, my colleagues Cade Metz and Kevin Roose explained the inner workings of A.I.
‘More Than 600,000 Students and Teachers Use Z-Library’
Hacker News
MAY 22, 2023
Z-Library has become the go-to site for many readers in recent years by providing access to millions of books, without charging a penny. The site’s continued ability to do so was put to the test late last year when U.S. law enforcement seized over 200 domain names connected to the site. Two alleged Z-Library operators were arrested as part of a criminal investigation.
The Rise of ChatOps/LMOps
KDnuggets
MAY 1, 2023
Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?
How Embedded Analytics Gets You to Market Faster with a SAAS Offering
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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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