10 ChatGPT Projects Cheat Sheet
SEPTEMBER 20, 2023
KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.
Sat.Sep 16, 2023 - Fri.Sep 22, 2023
167 
How Enterprises Can Rise Above Data Gravity for a Better Life in the Cloud
insideBIGDATA
SEPTEMBER 19, 2023
In this contributed article, Jim Liddle, Chief Innovation Officer at Nasuni, describes how having file data stored in the cloud and workloads on-premises can result in serious performance issues because remote access and data consolidation don’t play well together. In fact, the combination can create “data gravity” that complicates and slows the movement of data, worsened by the latency that often accompanies remote access.
Join 20,000+
professionals
Sign Up for our Newsletter
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Trending Sources
Machine Learning Experiment Tracking Using MLflow
Analytics Vidhya
SEPTEMBER 22, 2023
Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.
Getting Started with Scikit-learn in 5 Steps
KDnuggets
SEPTEMBER 16, 2023
This tutorial offers a comprehensive hands-on walkthrough of machine learning with Scikit-learn. Readers will learn key concepts and techniques including data preprocessing, model training and evaluation, hyperparameter tuning, and compiling ensemble models for enhanced performance.
Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It
Advertisement
Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
Linux Foundation: Why Open Data Matters
Adrian Bridgwater for Forbes
SEPTEMBER 20, 2023
Open data exists as an information management practice to provide a controlled means of making data accessible, editable and sharable by any user or entity.
FEMA and FCC Plan Nationwide Emergency Alert Test for Oct. 4, 2023
Hacker News
SEPTEMBER 22, 2023
FEMA, in coordination with the Federal Communications Commission (FCC), will conduct a nationwide test of the Emergency Alert System (EAS) and Wireless Emergency Alerts (WEA) this fall.
Sign up to get articles personalized to your interests!
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
More Trending
Hands-On with Unsupervised Learning: K-Means Clustering
KDnuggets
SEPTEMBER 20, 2023
This tutorial provides hands-on experience with the key concepts and implementation of K-Means clustering, a popular unsupervised learning algorithm, for customer segmentation and targeted advertising applications.
How much energy does AI use compared to humans? Surprising study ignites controversy
SEPTEMBER 22, 2023
AI’s carbon footprint is no open-and-shut case, according to scientists from the University of California-Irvine and MIT, who published a paper earlier this year on the open access site arXiv.
Auto-Regressive Next-Token Predictors Are Universal Learners
Hacker News
SEPTEMBER 22, 2023
Large language models display remarkable capabilities in logical and mathematical reasoning, allowing them to solve complex tasks. Interestingly, these abilities emerge in networks trained on the simple task of next-token prediction. In this work, we present a theoretical framework for studying auto-regressive next-token predictors. We demonstrate that even simple models such as linear next-token predictors, trained on Chain-of-Thought (CoT) data, can approximate any function efficiently compute
Exploring Diffusion Models in NLP Beyond GANs and VAEs
Analytics Vidhya
SEPTEMBER 20, 2023
Introduction Diffusion Models have gained significant attention recently, particularly in Natural Language Processing (NLP). Based on the concept of diffusing noise through data, these models have shown remarkable capabilities in various NLP tasks. In this article, we will delve deep into Diffusion Models, understand their underlying principles, and explore practical applications, advantages, computational considerations, relevance […] The post Exploring Diffusion Models in NLP Beyond GANs
The Project Clinic: Assessing Project Health, Planning, and Execution
Speaker: Ketan Jahagirdar
Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.
Feature Store Summit 2023: Practical Strategies for Deploying ML Models in Production Environments
KDnuggets
SEPTEMBER 20, 2023
On October 11th, 2023 the Feature Store Summit will bring together leading ML companies, such as Uber, WeChat and more, for in-depth discussions about data and AI.
Artificial Intelligence Could Finally Let Us Talk with Animals
SEPTEMBER 20, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
0-days exploited by commercial surveillance vendor in Egypt
Hacker News
SEPTEMBER 22, 2023
Last week Google’s Threat Analysis Group (TAG), in partnership with The Citizen Lab, discovered an in-the-wild 0-day exploit chain for iPhones. Developed by the commercial surveillance vendor, Intellexa, this exploit chain is used to install its Predator spyware surreptitiously onto a device.In response, yesterday, Apple patched the bugs in iOS 16.7 and iOS 17.0.1 as CVE-2023-41991, CVE-2023-41992, CVE-2023-41993.
Bias Mitigation in Generative AI
Analytics Vidhya
SEPTEMBER 19, 2023
Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs. This article delves into “Bias Mitigation in Generative AI.” We’ll explore the types of bias, from cultural to gender, and understand the real-world impacts they can […] The post Bias Mitigation in Generative AI appeared first on Analytics Vidhya.
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage
Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr
Life Expectancy of Pets
FlowingData
SEPTEMBER 19, 2023
When looking into getting a pet, it’s important to consider life expectancy. You probably don’t want to accidentally sign up for a twenty-year commitment with an impulse adoption at the pet store. That’s a bad deal for you and the animal.
The Physical Process That Powers a New Type of Generative AI
SEPTEMBER 19, 2023
Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.
Suppressing negative thoughts may be good for mental health after all
Hacker News
SEPTEMBER 21, 2023
Researchers at the Medical Research Council (MRC) Cognition and Brain Sciences Unit trained 120 volunteers worldwide to suppress thoughts about negative events that worried them, and found that not
How Generative AI Transforms The Craft of Narration?
Analytics Vidhya
SEPTEMBER 19, 2023
Introduction Since time immemorial, stories have captivated our hearts and minds with storylines that elicit emotions, stimulate creativity, and reveal important messages. But what if we could imagine that, thanks to the power of AI, we can now go beyond the limits of human storytelling and allow AI to co-author our stories? In this article, […] The post How Generative AI Transforms The Craft of Narration?
Leading the Development of Profitable and Sustainable Products
Speaker: Jason Tanner
While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.
How VirtuSwap accelerates their pandas-based trading simulations with an Amazon SageMaker Studio custom container and AWS GPU instances
AWS Machine Learning Blog
SEPTEMBER 19, 2023
This post is written in collaboration with Dima Zadorozhny and Fuad Babaev from VirtuSwap. VirtuSwap is a startup company developing innovative technology for decentralized exchange of assets on blockchains. VirtuSwap’s technology provides more efficient trading for assets that don’t have a direct pair between them. The absence of a direct pair leads to costly indirect trading, meaning that two or more trades are required to complete a desired swap, leading to double or triple trading costs.
AI Can Already Design Better Cities Than Humans, Study Shows
SEPTEMBER 17, 2023
Imagine living in a cool, green city flush with parks and threaded with footpaths, bike lanes, and buses, which ferry people to shops, schools, and service centers in a matter of minutes.
The Equinox Is Not What You Think It Is
Hacker News
SEPTEMBER 22, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach
Analytics Vidhya
SEPTEMBER 18, 2023
Introduction The fashion industry has not been left out and has been looking for ways to stay at the forefront of innovation to meet consumers’ ever-changing tastes and preferences. If you are into fashion or are a fashion freak, you should consider the capability of stable diffusers. The Segmind API makes this possibility too easy. […] The post GenAI in Fashion | A Segmind Stable Diffusion XL 1.0 Approach appeared first on Analytics Vidhya.
Navigating the Future: Generative AI, Application Analytics, and Data
Advertisement
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?
This Is How Specialized ChatGPTs And Generative AI Could Improve Healthcare
Gil Press for Forbes
SEPTEMBER 19, 2023
Developing healthcare AI starts with the right data and proceeds according to rigorous methodology that ensures accuracy, responsibility, compliance and no hallucinations
'Dr. Google' meets its match in Dr. ChatGPT
SEPTEMBER 16, 2023
As a fourth-year ophthalmology resident at Emory University School of Medicine, Riley Lyons' biggest responsibilities include triage: When a patient comes in with an eye-related complaint, Lyons must make an immediate assessment of its urgency. He often finds patients have already turned to "Dr.
The Design System Ecosystem
Hacker News
SEPTEMBER 22, 2023
What does a mature, end-to-end design system look like in a big, complex organization? What are all the moving pieces, and how do they hang together as a well-considered architecture? What's required and what's optional? Hold onto your butts, because we're going to go deep on this one.
Top 20 Data Engineering Project Ideas [With Source Code]
Analytics Vidhya
SEPTEMBER 20, 2023
Data engineering plays a pivotal role in the vast data ecosystem by collecting, transforming, and delivering data essential for analytics, reporting, and machine learning. Aspiring data engineers often seek real-world projects to gain hands-on experience and showcase their expertise. This article presents the top 20 data engineering project ideas with their source code.
Get Better Network Graphs & Save Analysts Time
Advertisement
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.
IBM Expands Watsonx Platform With Watsonx.data
MoorInsights for Forbes
SEPTEMBER 18, 2023
Vice President & Principal Analyst, Enterprise Data Technologies, Robert Kramer analyzes the expansion of IBM's watsonx.data offering.
Google’s Bard can now read emails as company tries to show it’s useful
SEPTEMBER 19, 2023
Google is integrating its Bard artificial intelligence chatbot with some of its other products, including Gmail, YouTube and Google Docs, as the tech giant tries to keep up with fierce competition and get more people to use its AI tools.
Elegant and powerful new result that seriously undermines large language models
Hacker News
SEPTEMBER 22, 2023
Wowed by a new paper I just read and wish I had thought to write myself. Lukas Berglund and others, led by Owain Evans, asked a simple, powerful, elegant question: can LLMs trained on A is B infer automatically that B is A?
The Creative Potential of Normalizing Flows in Generative AI
Analytics Vidhya
SEPTEMBER 18, 2023
Introduction Generative AI, with its remarkable ability to create data that closely resembles real-world examples, has garnered significant attention in recent years. While models like GANs and VAEs have stolen the limelight, a lesser-known gem called “Normalizing Flows” in generative AI has quietly reshaped the generative modeling landscape.
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.
Let's personalize your content