Sat.Apr 08, 2023 - Fri.Apr 14, 2023

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DataLang: A New Programming Language for Data Scientists… Created by ChatGPT?

KDnuggets

I recently tasked ChatGPT-4's to come up with a new programming language appropriate for data scientists in their day to day tasks. Let's look at the results, and the process of getting there.

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Book Review: Math for Deep Learning

insideBIGDATA

One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. Kneusel from No Starch Press. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you.

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FreedomGPT: Personal, Bold and Uncensored Chatbot Running Locally on Your PC

Analytics Vidhya

Introducing FreedomGPT: The Unfiltered AI Powerhouse Freedom GPT is a groundbreaking open-source AI technology developed by Age of AI, an Austin-based AI venture capital firm. This state-of-the-art chatbot is programmed to recognize and prioritize ethical considerations without any censorship filter, unlike ChatGPT, which comes with censorship compliance and certain safety rules that prevent it from […] The post FreedomGPT: Personal, Bold and Uncensored Chatbot Running Locally on Your PC a

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TIDEE: An Embodied Agent that Tidies Up Novel Rooms using Commonsense Priors

ML @ CMU

Example of embodied commonsense reasoning. A robot proactively identifies a remote on the floor and knows it is out of place without instruction. Then, the robot figures out where to place it in the scene and manipulates it there. For robots to operate effectively in the world, they should be more than explicit step-by-step instruction followers. Robots should take actions in situations when there is a clear violation of the normal circumstances and be able to infer relevant context from partial

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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AutoGPT: Everything You Need To Know

KDnuggets

Just when we got our heads around ChatGPT, another one came along. AutoGPT is an experimental open-source pushing the capabilities of the GPT-4 language model.

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Heard on the Street – 4/13/2023

insideBIGDATA

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.

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Free Dolly: Introducing the World's First Truly Open Instruction-Tuned LLM

databricks

Two weeks ago, we released Dolly, a large language model (LLM) trained for less than $30 to exhibit ChatGPT-like human interactivity (aka instruction-following).

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Unlock the Wealth of Knowledge with ChatPDF

KDnuggets

ChatPDF helps you to improve the learning experience, process the documents, and explore new insights and answers from historical records.

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Edge Computing 101: Understanding the 5 Different Types of Edge Solutions

insideBIGDATA

In this special guest feature, Wayne Carter, VP Engineering of Couchbase, discusses the current state of edge computing, while digging into the different types of edge (including micro edge, mini edge, medium edge, heavy edge and multi-access) and when it makes sense to use them.

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How to Use ChatGPT as a Data Scientist?

Analytics Vidhya

Introduction Are you a data scientist looking for an exciting and informative read? Look no further, because I’ve got a treat for you! My latest blog post is jam-packed with fun and innovative experiments that I conducted with ChatGPT over the weekend. In this experiment, I put ChatGPT to the test and challenged it to […] The post How to Use ChatGPT as a Data Scientist?

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How We Performed ETL on One Billion Records For Under $1 With Delta Live Tables

databricks

Today, Databricks sets a new standard for ETL (Extract, Transform, Load) price and performance. While customers have been using Databricks for their ETL.

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Exploring Unsupervised Learning Metrics

KDnuggets

Improves your data science skill arsenals with these metrics.

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Chat GPT-3 Statistics: Is the Future Already Here?

insideBIGDATA

Our friends over at Tidio just released a new study on ChatGPT and what society thinks of it, supported by a number of compelling visuals. The study includes a variety of interesting data, as well as a selection of cool use cases of ChatGPT with prompt examples.

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Food Delivery Time Prediction with LSTM Neural Network

Analytics Vidhya

Introduction More businesses are moving online these days, and consumers are ordering online instead of traveling to the store to buy. Zomato and Swiggy are popular online platforms for ordering food products. Other examples are Uber Eats, Food Panda, and Deliveroo, which also have similar services. They provide food delivery options. If the order is […] The post Food Delivery Time Prediction with LSTM Neural Network appeared first on Analytics Vidhya.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Introducing Apache Spark™ 3.4 for Databricks Runtime 13.0

databricks

Today, we are happy to announce the availability of Apache Spark™ 3.4 on Databricks as part of Databricks Runtime 13.0. We extend our s.

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Meet ChaosGPT: An AI chatbot bent on world domination

Dataconomy

If you’re familiar with the helpful ChatGPT chatbot, which is based on the powerful natural language processing system GPT LLM developed by OpenAI, you might be surprised to hear that there’s another chatbot with opposite intentions. ChaosGPT is an AI chatbot that’s malicious, hostile, and wants to conquer the world.

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6 ChatGPT mind-blowing extensions to use anywhere

KDnuggets

And how to make ChatGPT our daily assistant using them.

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GPT-4 Capable of Doing Autonomous Scientific Research

Analytics Vidhya

Artificial Intelligence (AI) has revolutionized several fields, from healthcare and finance to gaming and transportation. However, the use of AI in scientific research was a topic of debate among scientists. Recently, researchers have shown that OpenAI’s generative AI model, GPT-4, has the capability to do scientific research all on its own! The model can design, […] The post GPT-4 Capable of Doing Autonomous Scientific Research appeared first on Analytics Vidhya.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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The Modern Transactional Stack

Hacker News

Transactional databases have long been the most critical component of application design. Why? Because a steadfast database is generally the ultimate enforcement point for correctness in a messy, distributed world. Without them we’d overpay and undercharge. We’d lose riders trying … The post The Modern Transactional Stack appeared first on Andreessen Horowitz.

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Meet ChaosGPT: An AI chatbot bent on world domination

Dataconomy

If you’re familiar with the helpful ChatGPT chatbot, which is based on the powerful natural language processing system GPT LLM developed by OpenAI, you might be surprised to hear that there’s another chatbot with opposite intentions. ChaosGPT is an AI chatbot that’s malicious, hostile, and wants to conquer the world.

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GPT has entered the security threat intelligence chat

Flipboard

In enterprise security, speed is everything. The quicker an analyst can pinpoint legitimate threat signals, the faster they can identify whether there’s a breach, and how to respond.

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Revolutionizing Taxation: How India Uses AI & ML to Improve the Tax Process 

Analytics Vidhya

Indian Government Set to Revolutionize Taxation Using Data Analytics The evolution of technology has proven to be beneficial for the finance industry. Predicting the future using Artificial Intelligence (AI), data analytics, and machine learning (ML). The Government of India is thus utilizing this technology in a complex process like taxation to make tax filing more […] The post Revolutionizing Taxation: How India Uses AI & ML to Improve the Tax Process appeared first on Analytics Vi

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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An example of LLM prompting for programming

Hacker News

A couple of weeks ago I watched a fascinating Zoom call hosted by Xu Hao , Thoughtworks's Head of Technology in China. He showed an example of how he uses ChatGPT to help him code in a self-testing style. His initial prompt primes the LLM with an implementation strategy (chain of thought prompting). His prompt also asks for an implementation plan rather than code (general knowledge prompting).

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Global executives and AI strategy for HR: How to tackle bias in algorithmic AI

IBM Journey to AI blog

The move towards monitoring HR tools and applications for bias is gaining traction worldwide, driven by various global and domestic data privacy laws and the US Equal Employment Opportunity Commission (EEOC). In line with this trend, the New York City Council has enacted new regulations requiring organizations to conduct yearly bias audits on automated employment decision-making tools used by HR departments.

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This AI understands doctor’s notes: Truveta’s new model finds meaning in messy healthcare data

Flipboard

Truveta chief technology officer Jay Nanduri (left) and CEO Terry Myerson. (Truveta Photos) Healthcare data holds great potential to improve medicine, but mining it is not easy. To get to the gold, Truveta built a large AI-powered model to crunch through medical texts from more than 20,000 clinics and 700 hospitals. Truveta’s model is designed to extract patient diagnoses, medications, lab results and other data from sources like physician’s notes and insurance claims — messy, unstructured

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OpenAI Co-Founder & Chief Data Scientist On the Potential of AGI

Analytics Vidhya

Artificial General Intelligence: Unlocking Unprecedented Wisdom and Insight In an eye-opening interview, Ilya Sutskever, Co-founder and Chief Data Scientist at OpenAI, unveiled the untapped potential of Artificial General Intelligence (AGI). Sutskever touched upon key aspects of AGI, including token prediction, reinforcement learning, multistep reasoning, and the pursuit of meaning.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Deploying key transparency at WhatsApp

Hacker News

WhatsApp has launched a new cryptographic security feature to automatically verify a secured connection based on key transparency. The feature requires no additional actions or steps from users and helps ensure that a conversation is secure. Key transparency solutions help strengthen the guarantee that end-to-end encryption provides to private, personal messaging applications in a transparent manner available to all.

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Means and medians of subgroups

SAS Software

A journal article listed the mean, median, and size for subgroups of the data, but did not report the overall mean or median. A SAS programmer wondered what, if any, inferences could be made about the overall mean and median for the data. The answer is that you can calculate [.] The post Means and medians of subgroups appeared first on SAS Blogs.

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With Bedrock, Amazon enters the generative AI race

Flipboard

Amazon is throwing its hat into the generative AI ring. But rather than build AI models entirely by itself, it’s recruiting third parties to host models on AWS.

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8 In-Demand Data Science Certifications for Career Advancement [2023]

Analytics Vidhya

The job opportunities for data scientists will grow by 36% between 2021 and 2031, as suggested by BLS. It has become one of the most demanding job profiles of the current era. As recruiters hunt for professionals who are knowledgeable about data science, the average median pay for a proficient Data Scientist has soared to $100,910 […] The post 8 In-Demand Data Science Certifications for Career Advancement [2023] appeared first on Analytics Vidhya.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.