Will ChatGPT Replace Data Scientists?
KDnuggets
JUNE 30, 2023
Every job is at risk. Here’s how you can AI-proof your career.
June, 2023
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10 ChatGPT Plugins for Data Science Cheat Sheet
JUNE 15, 2023
For an overview of what we believe to be the 10 of the best ChatGPT plugins for data science, check out our latest cheat sheet.
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Data Scraping Demystified: How to Extract Valuable Insights from the Web
Analytics Vidhya
JUNE 14, 2023
The amount and range of data that is accessible online in the modern era is enormous, which makes it a gold mine of significant insights for corporations, researchers, and consumers. However, you must compile specific details before accessing the most valuable data elements. Data scraping, commonly called web scraping, has become a powerful method for […] The post Data Scraping Demystified: How to Extract Valuable Insights from the Web appeared first on Analytics Vidhya.
Heard on the Street – 6/5/2023
insideBIGDATA
JUNE 5, 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.
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?
Strategies for Effective Brainstorming with ChatGPT
Machine Learning Mastery
JUNE 7, 2023
Last Updated on June 9, 2023 ChatGPT demonstrated its capability for a broad knowledge base, but it is also a fantastic brainstorming and ideation tool. You can ask it to devise a complete project plan by framing requests or providing wide-ranging responses to open-ended questions, supplementing and extending human creativity. In this post, you will […] The post Strategies for Effective Brainstorming with ChatGPT appeared first on MachineLearningMastery.com.
Introducing English as the New Programming Language for Apache Spark
databricks
JUNE 29, 2023
Introduction We are thrilled to unveil the English SDK for Apache Spark, a transformative tool designed to enrich your Spark experience. Apache Spark™.
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Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
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The synthetic data field guide
Cassie Kozyrkov
JUNE 30, 2023
A guide to the various species of fake data: Part 2 Continue reading on Towards Data Science »
Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction
Analytics Vidhya
JUNE 19, 2023
Introduction OpenAI’s API, developed by OpenAI, provides access to some of the most advanced language models available today. By leveraging this API and using LangChain & LlamaIndex, developers can integrate the power of these models into their own applications, products, or services. With just a few lines of code, you can tap into the vast knowledge […] The post Revamp Data Analysis: OpenAI, LangChain & LlamaIndex for Easy Extraction appeared first on Analytics Vidhya.
Busting Data Observability Myths
insideBIGDATA
JUNE 7, 2023
In this sponsored article, Rohit Choudhary, co-founder and CEO of Acceldata, breaks down four common myths and misconceptions around observability. In today’s economic climate, many companies are tightening their belts. They need solutions that help them run their business efficiently, smoothly, and reliably in order to maximize impact and keep customers happy.
A Gentle Introduction to Hallucinations in Large Language Models
Machine Learning Mastery
JUNE 1, 2023
Last Updated on June 6, 2023 Large Language Models (LLMs) are known to have “hallucinations.” This is a behavior in that the model speaks false knowledge as if it is accurate. In this post, you will learn why hallucinations are a nature of an LLM. Specifically, you will learn: Why LLMs hallucinate How to make […] The post A Gentle Introduction to Hallucinations in Large Language Models appeared first on MachineLearningMastery.com.
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.
Extending Databricks Unity Catalog with an Open Apache Hive Metastore API
databricks
JUNE 9, 2023
Today, we are excited to announce the preview of a Hive Metastore (HMS) interface for Databricks Unity Catalog, which allows any software compatible.
AI: Large Language & Visual Models
KDnuggets
JUNE 8, 2023
This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.
13-year old teenage girl becomes victim of the social media chroming challenge
Dataconomy
JUNE 5, 2023
The latest “social media chroming challenge” has infiltrated popular platforms like TikTok, captivating a vast number of individuals who are actively engaging in online discussions surrounding this phenomenon. While these conversations shed some light on the challenges linked to this trend, it is imperative to delve deeper into the intricacies of this current craze and comprehend the underlying factors propelling its sudden surge in popularity.
EU Takes a Stand with AI Rules
Analytics Vidhya
JUNE 15, 2023
In a revolutionary move, the European Union (EU) has successfully passed The Artificial Intelligence Act, a draft law that seeks to regulate the use of artificial intelligence (AI). This significant development marks a crucial step in establishing guidelines for AI governance and may serve as a global model for policymakers. Let’s delve into the details […] The post EU Takes a Stand with AI Rules appeared first on Analytics Vidhya.
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.
Book Review: The Kaggle Book/Workbook
insideBIGDATA
JUNE 23, 2023
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.
Using ChatGPT for Translation Effectively
Machine Learning Mastery
JUNE 8, 2023
Last Updated on June 10, 2023 ChatGPT has demonstrated its ability to handle translation tasks with surprisingly high accuracy. While Google Translate has been the go-to tool for multilingual translation for years, recent studies show that ChatGPT performs competitively with commercial translation products in high-resource European languages (Is ChatGPT A Good Translator?).
Lakehouse AI: a data-centric approach to building Generative AI applications
databricks
JUNE 27, 2023
Generative AI will have a transformative impact on every business. Databricks has been pioneering AI innovations for a decade, actively collaborating with thousands.
5 Free Julia Books For Data Science
KDnuggets
JUNE 15, 2023
Discover the full potential of the Julia programming language for data analysis and modeling with a comprehensive guide that covers everything from its syntax to advanced techniques.
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.
Your online personal data has a guardian angel
Dataconomy
JUNE 19, 2023
The internet is filled with lots of information, and this information is not accessible on the internet until the end of time thanks to data deprecation. When we use the internet, we leave a trail of data behind us. This data tells a story about us – what we like, what we do, and how we behave online. That’s why companies love collecting this data as it helps them understand their customers better.
Generative AI Can Contribute $4.4 Trillion Annually: McKinsey
Analytics Vidhya
JUNE 16, 2023
Generative AI, a groundbreaking technology that enables machines to create content autonomously, is going to revolutionize the global economy. A recent report by McKinsey suggests that the impact of gen AI on productivity could add trillions of dollars in value annually across various industries and sectors. With its ability to automate work activities and augment […] The post Generative AI Can Contribute $4.4 Trillion Annually: McKinsey appeared first on Analytics Vidhya.
Small Business Owners Beginning to Turn to AI for Help with Everyday Tasks
insideBIGDATA
JUNE 7, 2023
Small business owners recognize the vast potential of generative artificial intelligence to help them grow, and some have started using it, yet many are hesitant about how best to use it, according to new survey results from GoDaddy (NYSE: GDDY), the company that helps entrepreneurs thrive.
Mastering Summarization with ChatGPT
Machine Learning Mastery
JUNE 14, 2023
Last Updated on June 16, 2023 In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due […] The post Mastering Summarization with ChatGPT appeared first on MachineLearningMastery.com.
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.
Introducing LakehouseIQ: The AI-Powered Engine that Uniquely Understands your Business
databricks
JUNE 27, 2023
Today, we are thrilled to announce LakehouseIQ, a knowledge engine that learns the unique nuances of your business and data to power natural.
From Theory to Practice: Building a k-Nearest Neighbors Classifier
KDnuggets
JUNE 27, 2023
The k-Nearest Neighbors Classifier is a machine learning algorithm that assigns a new data point to the most common class among its k closest neighbors. In this tutorial, you will learn the basic steps of building and applying this classifier in Python.
How to conduct data research on the web
Dataconomy
JUNE 27, 2023
If there’s one constant in the modern business world, it’s research. No matter your niche, it’s imperative to conduct data research online. After all, the internet contains data on prospective customers, competitors, and crucial industry trends. Online data research is more impactful than traditional research thanks to its ease of access, efficiency, and cost efficiency.
Top 10 AI Influencers to Follow in 2023
Analytics Vidhya
JUNE 29, 2023
Introduction In a world driven by cutting-edge technology and mind-boggling possibilities, keeping up with the ever-evolving realm of AI is both thrilling and essential. As we step into the promising year of 2023, it’s time to embark on an exhilarating journey through the minds of the most influential and visionary AI trailblazers. Buckle up and […] The post Top 10 AI Influencers to Follow in 2023 appeared first on Analytics Vidhya.
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.
insideBIGDATA Latest News – 6/6/2023
insideBIGDATA
JUNE 6, 2023
In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from this vast ecosystem, so we’re in a unique position to inform you about all that’s new and exciting.
ChatGPT as Your Expert Helper
Machine Learning Mastery
JUNE 5, 2023
Last Updated on June 7, 2023 ChatGPT can help us learn new programming languages, courses, techniques, and skills. It has become a go-to tool for many professionals seeking to improve their workflows or learn something new. ChatGPT expert helper prompts can reduce our dependence on Google and provide detailed plans for achieving goals. In this […] The post ChatGPT as Your Expert Helper appeared first on MachineLearningMastery.com.
Twitter now requires an account to view tweets
Hacker News
JUNE 30, 2023
If you’re not logged into your Twitter account and try to view a tweet, you’ll be presented with a sign-in screen. And if you don’t want to have an account on the bird app, too bad!
How to Optimize SQL Queries for Faster Data Retrieval
KDnuggets
JUNE 12, 2023
Today, we’ll talk about why SQL query optimization is important and which techniques can be used to optimize it.
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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