Mon.May 15, 2023

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Heard on the Street – 5/15/2023

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.

Big Data 459
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Google Announced “Help Me Write” Feature in Gmail – How to Use It?

Analytics Vidhya

The necessity for efficient and effective communication has grown as the world becomes increasingly digital. People are constantly seeking for ways to reduce the amount of time they spend writing emails as it is one of the most common modes of communication. To solve this issue, a new feature for Gmail was announced by Google […] The post Google Announced “Help Me Write” Feature in Gmail – How to Use It?

Analytics 278
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Top Posts May 8-14: Mojo Lang: The New Programming Language

KDnuggets

Mojo Lang: The New Programming Language • Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users • 3 Ways to Access GPT-4 for Free • 8 Open-Source Alternative to ChatGPT and Bard • Exploratory Data Analysis Techniques for Unstructured Data

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Microsoft Introduces Automatic Prompt Optimization Framework for LLMs

Analytics Vidhya

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs). This framework is designed to help users create better prompts with minimal manual intervention & optimize prompt engineering for better results. In this article, we dive into the details of APO […] The post Microsoft Introduces Automatic Prompt Optimization Framework for LLMs appeared first on Analytics Vidhy

Analytics 277
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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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Should You Consider a DataOps Career?

KDnuggets

Transitioning your career to DataOps could be just the change you need - not only will it provide the possibility to expand your technical skills, but also a rewarding salary with many job openings.

DataOps 240
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Introduction to Human Computer Interaction (HCI) With Examples

Analytics Vidhya

In today’s world, technology has permeated every aspect of our lives, from smartphones to smart homes. However, the evolution of technology was only possible with carefully considering user experience. This is where human-computer interaction (HCI) comes into play. HCI is a specialized field of study and research focusing on creating user-friendly and interactive human computer […] The post Introduction to Human Computer Interaction (HCI) With Examples appeared first on Analytics Vid

Analytics 267

More Trending

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What All Happened in Google I/O 2023?

Analytics Vidhya

Google I/O is a highly anticipated annual developer conference hosted by Google, where the company showcases its latest technologies and products. This year’s event, held in May 2023, did not disappoint. It was a thrilling showcase of AI-centered innovations that gave developers and consumers alike an exciting glimpse into the future of technology.

Analytics 266
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Data science proficiency: Why customizable upskilling programs matter?

Data Science Dojo

Recognizing the growing significance of data science in our technology-driven world, customizable upskilling programs have gained traction. These programs enable individuals and organizations to establish and strengthen their foundational data science skills, fostering the creation and dissemination of modern, integrated, high-quality information. They offer teams within companies access to a diverse range of data science courses, technical boot camps, and personalized mentoring from experienced

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Latency goes subsecond in Apache Spark Structured Streaming

databricks

Apache Spark Structured Streaming is the leading open source stream processing platform. It is also the core technology that powers streaming on the.

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Machine Learning Engineer Salary in India and Abroad

Analytics Vidhya

Market Research Future estimates that the global machine learning market will grow $30.6B by 2024, attaining a CAGR of 43%. The demand for machine learning engineers is constantly increasing, positively affecting these professionals’ salaries. If you plan to make a career in machine learning, then knowing the expected salary for the job is beneficial.

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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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3 Free Platforms for Personalized ChatGPT Experience

KDnuggets

Learn about personalized AI platforms powered by ChatGPT and GPT-4 that are taking the Chatbot Game to new levels.

AI 248
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How Habu Integrates With Databricks to Protect Sensitive Data

databricks

We recently announced our partnership with Databricks to bring multi-cloud data clean room collaboration capabilities to every Lakehouse. Our integration with Databricks combines.

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What Higher Ed Gets Wrong About AI Chatbots — From the Student Perspective

Flipboard

As a doctoral student at the University of California at Los Angeles, I was among those who got a recent campus-wide email with an urgent directive: Don’t use AI chatbots like ChatGPT or Bard or Bing, as doing so “is equivalent to receiving assistance from another person.” Upon reading it, I took a pause. I’m a former educator in the process of writing my dissertation for my Doctorate of Education, as part of a part-time program while working a full-time job at Google.

AI 181
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Accelerating Grid-Edge Analytics using COMTRADE Files with Apache Spark

databricks

This solution accelerator and blog were created in collaboration with Schneider Electric. We'd like to thank Dan Sabin, a Schneider Electric Distinguished Technical.

Analytics 191
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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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Was ist ein Data Lakehouse?

Data Science Blog

tl;dr Ein Data Lakehouse ist eine moderne Datenarchitektur, die die Vorteile eines Data Lake und eines Data Warehouse kombiniert. Es kann strukturierte, halbstrukturierte und unstrukturierte Daten in einer Vielzahl von Formaten speichern und verarbeiten und bietet eine flexible und skalierbare Möglichkeit zur Speicherung und Analyse großer Datenmengen.

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Article: Magic Pocket: Dropbox’s Exabyte-Scale Blob Storage System

Hacker News

A horizontally scalable exabyte-scale blob storage system which operates out of multiple regions, Magic Pocket is used to store all of Dropbox’s data. Adopting SMR technology and erasure codes, the system has extremely high durability guarantees but is cheaper than operating in the cloud.

AWS 144
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What Will High Schoolers Be Learning in 2033? See the Predictions

Flipboard

Technological advances—especially artificial intelligence like ChatGPT—are poised to bring big changes to K-12 education and the jobs that people …

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Renewables supplied 65% of new US utility-scale generating capacity in Q1 2023

Hacker News

Renewables provided almost two-thirds (64.64%) of new US utility-scale generating capacity added in the first quarter of 2023, according to newly released Federal Energy Regulatory Commission (FERC) data , which was reviewed by the SUN DAY Campaign. more… The post Renewables supplied 65% of new US utility-scale generating capacity in Q1 2023 appeared first on Electrek.

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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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Larger language models do in-context learning differently

Google Research AI blog

Posted by Jerry Wei, Student Researcher, and Denny Zhou, Principal Scientist, Google Research There have recently been tremendous advances in language models, partly because they can perform tasks with strong performance via in-context learning (ICL), a process whereby models are prompted with a few examples of input-label pairs before performing the task on an unseen evaluation example.

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Open source AI continues to celebrate as Big Tech mulls over moats

Flipboard

The founders of AI startup Together, which made news last month by replicating Meta’s LLaMA dataset with a goal to build open source LLMs, is celebrating today after raising a $20 million seed round to build an open source AI and cloud platform.

AI 126
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A quick introduction to the Large language model (ChatGPT)

Becoming Human

Introduction Over the past decade, major breakthroughs have been made in the field of Artificial Intelligence (AI). When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). LLMs are designed to process vast amounts of text data and use advanced neural network architectures to learn the patterns and relationships between words, phrases, and concepts in natural language.

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VCs love to talk about AI, but they aren’t writing as many checks as you might think

Flipboard

Conventional wisdom around AI investment suggests artificial intelligence should be red hot right now with dollars flying at startups building with AI, akin to what was happening last year with web3 and metaverse companies. Well, guess what? According to a new report from CB Insights, conventional wisdom is wrong — dead wrong. AI has been around for decades, but only recently have we seen a resurgence of interest in the sector with the release of OpenAI’s ChatGPT at the end of last year.

AI 126
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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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13 Entrepreneurial ChatGPT Use Cases You Never Knew Were Possible

Chatbots Life

How ChatGPT is Changing Business Entrepreneurial ChatGPT Imagine being able to access an infinite well of creativity, a tool that can churn out innovative ideas that captivate your audience and drive your business forward. A source of inspiration so powerful and enigmatic that it can craft content, identify your ideal customers, and even design your user experience.

Database 105
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OpenAI is rolling out ChatGPT Plugins to Plus subscribers. Here’s why that’s a big deal.

Flipboard

On Friday, OpenAI announced in a release note that it will roll out ChatGPT Plugins to ChatGPT Plus subscribers this week. The company said the beta release allows ChatGPT to “access the internet and to use 70+ third-party plugins.

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5 mental health myths: What does the data say?

SAS Software

Mental Health Month is an important time to honor and raise awareness around mental illness and mental wellness. Correcting and combating stigma and discrimination, including with data, is one of the month’s major goals. It’s hard to talk about mental health without also addressing substance use disorders (including opioids), homelessness [.] 5 mental health myths: What does the data say?

Analytics 104
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Renowned investor Elad Gil on how the great AI race will likely shake out

Flipboard

Elad Gil, a successful founder and prolific investor, has already been called Silicon Valley’s biggest solo venture capitalist given the massive amounts of capital he has been investing in recent years, including on behalf of institutions that reportedly include Harvard’s endowment.

AI 123
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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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Modeling Modern Knowledge Graphs

Dataversity

In the buzzing world of data architectures, one term seems to unite some previously contending buzzy paradigms. That term is “knowledge graphs.” In this post, we will dive into the scope of knowledge graphs, which is maturing as we speak. First, let us look back. “Knowledge graph” is not a new term; see for yourself […] The post Modeling Modern Knowledge Graphs appeared first on DATAVERSITY.

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Look out, get-rich-quick schemes are coming to AI

Flipboard

Basil Chatha wanted to make “as much … money as possible.” So in April, he asked ChatGPT to tell him how to quickly turn $1,000 into riches without breaking the law. “I’ll do everything you say,” he wrote.

AI 123
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Benefits of Chatbots: 8 Reasons Why Your Business Needs Them Now

Chatbots Life

2.5 billion — that’s how many customer service hours businesses will save by 2023 by adopting chatbots, as Juniper Research estimated. As we know, Chatbot growth has been phenomenal across industries in the last few years. Integrating a robust chatbot into your business has become a great way to offer superior customer service, stay ahead of the competition, and increase engagement between your brand and your customers.

AI 98
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OpenAI is rolling out ChatGPT Plugins to Plus subscribers. Here’s why that’s a big deal.

Flipboard

On Friday, OpenAI announced in a release note that it will roll out ChatGPT Plugins to ChatGPT Plus subscribers this week. The company said the beta release allows ChatGPT to “access the internet and to use 70+ third-party plugins.

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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.