Fri.Jul 21, 2023

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The White House Meets with 7 Big Tech Companies – Releases Commitments on Managing AI

insideBIGDATA

The White House has just announced that that it accepting pledges from a number of high-profile tech companies for the safe development of AI. The Fact Sheet for today's meeting can be found here. Seven companies — Google, Microsoft, Meta, Amazon, OpenAI, Anthropic and Inflection — convened at the White House today to announce the voluntary agreements.

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Top 7 NLP Books Every Data Scientist Must Read

Analytics Vidhya

Introduction Recent advances in natural language processing (NLP) are essential for data scientists to stay on top. NLP books are priceless sources that provide in-depth knowledge, practical guidance, and cutting-edge techniques in the field. We will examine the 8 best NLP books in this article, which are essential reading for data scientists. The principles of […] The post Top 7 NLP Books Every Data Scientist Must Read appeared first on Analytics Vidhya.

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Decoding Data Analysis Expressions 101: A beginner’s guide to DAX

Data Science Dojo

Data Analysis Expressions (DAX) is a language used in Analysis Services, Power BI, and Power Pivot in Excel. DAX formulas include functions, operators, and values to perform advanced calculations and queries on data in related tables and columns in tabular data models. The Basics of DAX for Data Analysis DAX is a powerful language that can be used to create dynamic and informative reports that can help you make better decisions.

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How To Get A Data Science Job? [Decoded In 8 Simple Steps]

Analytics Vidhya

The promising career in the data science field has led to an increase in competition. With numerous candidates competing hard to get the role, the opportunities often land in the lap of the right skilled and experience holders with effective communication. All the prerequisites and the answer to how to get a data science job […] The post How To Get A Data Science Job?

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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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Decoding Data Analysis Expressions 101: A beginner’s guide to DAX

Data Science Dojo

Data Analysis Expressions (DAX) is a language used in Analysis Services, Power BI, and Power Pivot in Excel. DAX formulas include functions, operators, and values to perform advanced calculations and queries on data in related tables and columns in tabular data models. The Basics of DAX for Data Analysis DAX is a powerful language that can be used to create dynamic and informative reports that can help you make better decisions.

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Swiggy Follows Zomato and Blinkit in Integrating Generative AI

Analytics Vidhya

Swiggy, the renowned food delivery platform, embraces the potential of generative AI to transform how we discover food and groceries. Following the footsteps of major industry players such as Zomato, Blinkit, and Instacart, Swiggy aims to bring the latest AI technologies to its platform. By developing AI-led solutions for its restaurant partners and delivery ecosystem, […] The post Swiggy Follows Zomato and Blinkit in Integrating Generative AI appeared first on Analytics Vidhya.

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OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction

Analytics Vidhya

OpenAI has taken a significant step in enhancing user control over its AI language model, ChatGPT, by introducing a new feature called ‘custom instructions’ This latest update aims to streamline interactions and provide a more personalized experience for users. This article explores the various aspects of this new feature and teaches you how to enable […] The post OpenAI Launches Custom Instructions for ChatGPT for Personalized AI Interaction appeared first on Analytics Vidhya.

AI 249
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The Drag-and-Drop UI for Building LLM Flows: Flowise AI

KDnuggets

Don’t have any coding experience? Don’t worry. Check out this drag-and-drop tool that helps you to build your own customized LLM flows. And guess what, you don’t have to be a tech professional!

AI 220
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Frequentist vs Bayesian Statistics in Data Science

Analytics Vidhya

Introduction Statistical analysis plays a crucial role in the fast-developing field of data science, enabling researchers to gain insightful knowledge from data. However, the disagreement between Bayesian and frequentist methods has always been against each other. These two strategies embody different mindsets and procedures, each offering unique benefits and drawbacks.

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How SAS can help catapult practitioners’ careers

KDnuggets

Let's explore the journeys of SAS users who harnessed the power of SAS to unlock new opportunities and achieve their career goals.

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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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Exploring the Power of Data Science in Civil Engineering

Analytics Vidhya

Introduction Civil engineering has witnessed a remarkable transformation in recent years, owing to the integration of data science techniques. Data science has emerged as a powerful tool, revolutionizing how civil engineers approach infrastructure project design, planning, and management. This article delves into the crucial role data science plays in civil engineering and its impact on […] The post Exploring the Power of Data Science in Civil Engineering appeared first on Analytics Vidhya

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Go from Months to Hours with Databricks Marketplace for Retailers

databricks

Let's say a distributor reached out wanting to understand what factors are driving the sale of carbonated beverages from customers in their convenience.

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Unleashing Generative AI with VAEs, GANs, and Transformers

Analytics Vidhya

Introduction Generative AI, an exciting field at the intersection of artificial intelligence and creativity, is revolutionizing various industries by enabling machines to generate new and original content. From generating realistic images and music compositions to creating lifelike text and immersive virtual environments, generative AI is pushing the boundaries of what machines can achieve.

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The Executive’s Guide to Data, Analytics and AI Transformation, Part 7: Move to production and scale adoption

databricks

This is part seven of a multi-part series to share key insights and tactics with Senior Executives leading data and AI transformation initiatives.

Analytics 173
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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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Exploring the World of Music Generation with AI

Analytics Vidhya

Introduction Music generation utilizing AI has gained significance as a valuable area, transforming the way music is produced and enjoyed. This project introduces the concept and purpose behind employing artificial intelligence in music creation. We aim to explore the process of generating music using AI algorithms and the potential it holds. Our project focuses on […] The post Exploring the World of Music Generation with AI appeared first on Analytics Vidhya.

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ChatGPT Custom instructions are here to save you from the hassle

Dataconomy

A growing number of capabilities are being added to OpenAI’s well-known AI chatbot. The business just unveiled ChatGPT custom instructions, which will spare you the trouble of having to write the same prompts each time you engage with it. The new “ChatGPT custom instructions” tool allows users to establish criteria for the text responses they receive from the AI chatbot.

AI 172
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What is Superalignment & Why It is Important?

KDnuggets

Addressing the potential risks associated with superintelligence systems.

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Embracing Generative AI: Revolutionizing the Gig Economy

Data Science Connect

The gig economy, characterized by flexible work arrangements and independent contractors, has grown exponentially in recent years. As the gig workforce expands, so does the need for efficient management and allocation of tasks. Generative AI is emerging as a transformative technology that promises to revolutionize the gig economy, empowering both businesses and freelancers.

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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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AI-generated synthetic data

Cassie Kozyrkov

Explained the best possible way: with cats!

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The Rise of the Chief Automation Officer: Transforming IT for the Future

Data Science Connect

In an era of digital transformation and automation revolution , the role of data scientists and IT professionals has become increasingly critical. The relentless advancements in technology call for visionary leaders who can harness the power of automation to optimize processes, drive efficiency, and achieve unprecedented levels of productivity. The evolving landscape of IT demands a new C-suite role: the Chief Automation Officer (CAO).

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AWS networking concepts in a diagram

Hacker News

Before March 2023 I couldn't for the life of me understand what was going on in the AWS VPC dashboard. I mean, look at the length of the scrolling bar on the left-hand panel!

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Boosting Business Efficiency with Pre-Trained Models: A Data Scientist’s Guide

Data Science Connect

In the rapidly evolving world of data science, leveraging pre-trained models has become an essential strategy for businesses seeking to optimize their processes and gain a competitive edge. These models, built by experts and refined through extensive training on vast datasets, offer data scientists powerful tools that can be adapted to a wide range of applications.

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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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TV Typewriter Remembered

Hacker News

With the recent passing of Don Lancaster, I took a minute to reflect on how far things have come in a pretty short period of time. If you somehow acquired a computer in the early 1970s, it was probabl.

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Stanford study challenges assumptions about language models: Larger context doesn’t mean better understanding

Flipboard

A study released this month by researchers from Stanford University, UC Berkeley and Samaya AI has found that large language models (LLMs) often fail to access and use relevant information given to them in longer context windows.

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FBI improperly used 702 surveillance powers on US senator

Hacker News

The FBI improperly used surveillance powers to conduct searches for information on a U.S. senator, a state lawmaker and a state judge, according to court records released Friday as part of a public records request.

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AI talent is in high demand even at non-tech companies. And jobs are paying way over six figures — up to $300,000.

Flipboard

AI developers, engineers, and consultants are seeing lots of new job opportunities with companies far outside the traditional tech world looking to put generative artificial intelligence to work.

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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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Putting the “You” in CPU

Hacker News

Curious exactly what happens when you run a program on your computer? Learn how multiprocessing works, what system calls really are, how computers manage memory with hardware interrupts, and how Linux loads executables.

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Sergey Brin is back at Google—and he’s working on AI

Flipboard

Some five years after stepping down as president of Alphabet, Brin is reportedly back working on Google’s AI model, Gemini. Google cofounder Sergey Brin is back in Mountain View and has reportedly been making regular appearances at the company’s offices.

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Computer chip with built-in human brain tissue gets military funding

Hacker News

Last year, Monash University scientists created the "DishBrain" – a semi-biological computer chip with some 800,000 human and mouse brain cells lab-grown into its electrodes. Demonstrating something like sentience, it learned to play Pong within five minutes.

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The biggest AI release since ChatGPT

Flipboard

Meta’s new AI model, Llama 2, has big implications — and some unusual restrictions. Also: an update on how Telegram is doing. The pace of AI development is moving at breakneck speed.

AI 113
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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.