Tue.Jun 06, 2023

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insideBIGDATA Latest News – 6/6/2023

insideBIGDATA

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.

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Mastering LLMs: A Comprehensive Guide to Efficient Prompting

Analytics Vidhya

Introduction Language models are transforming the way we interact with technology. They power virtual assistants, chatbots, AI systems, and other applications, allowing us to communicate with them in natural language. However, interacting with these language models can be challenging, especially when they fail to provide the desired response. One can use a few tips and […] The post Mastering LLMs: A Comprehensive Guide to Efficient Prompting appeared first on Analytics Vidhya.

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The Importance of Data Quality in Benefits

insideBIGDATA

In this contributed article, Peter Nagel, VP of Engineering at Noyo, addresses the benefits/insurance industry’s roadblocks and opportunities — and why some of the most interesting data innovations will soon be happening in benefits.

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Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT

Analytics Vidhya

Introduction Social media has become a part of our daily life in today’s modern digital era. It provides us with a platform to express our thoughts and opinions. However, it also has its darker side and that is the widespread of fake and hate content. Some people might use social media to spread false information. […] The post Building a Multi-Task Model for Fake and Hate Probability Prediction with BERT appeared first on Analytics Vidhya.

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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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Now Available: New Generative AI Learning Offerings

databricks

Announcing a new portfolio of Generative AI learning offerings on Databricks Academy Enroll in the Large Language Models: Application through Production on Databricks.

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China’s Proposed AI Regulations Shake the Industry

Analytics Vidhya

China is taking a significant step forward in regulating generative artificial intelligence (Generative AI) services with the release of draft measures by the Cyberspace Administration of China (CAC). These proposed rules aim to manage and regulate the use of Generative AI in the country. The draft measures, which were issued in April 2023, are part […] The post China’s Proposed AI Regulations Shake the Industry appeared first on Analytics Vidhya.

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What are Functions of DBMS?

Analytics Vidhya

Database Management Systems (DBMS) are indispensable in today’s data-driven world. They serve as the backbone of information management by enabling efficient storage, retrieval, manipulation, and organization of vast amounts of data. Beyond data storage, DBMS performs crucial functions such as data definition, manipulation, administration, and security.

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Mastering digital transformation strategy: A comprehensive guide for success

Data Science Dojo

You needn’t go very far in today’s fast-paced, technology-driven market to witness the results of digital transformation. And it’s not just the flashy firms in Silicon Valley that are feeling the pinch. Year after year, developing and expanding technology displace long-standing businesses and whole markets. In 2009, Uber came along and revolutionized the entire taxi business.

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WWDC Highlights: Apple’s Practical A.I. Solutions Revealed

Analytics Vidhya

Apple’s annual Worldwide Developers Conference (WWDC) commenced on 5th June 2023. During the first day of the conference, Apple showcased its dedication to state-of-the-art artificial intelligence (AI) and machine learning (ML). While competitors like Microsoft, Google, & OpenAI have been making waves with advanced ML technologies, Apple is perceived to lag behind.

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Advanced Feature Selection Techniques for Machine Learning Models

KDnuggets

Mastering Feature Selection: An Exploration of Advanced Techniques for Supervised and Unsupervised Machine Learning Models.

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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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AI Takes the Lead in Prenatal Care: Predicting Fetal Heart Rate with Precision

Analytics Vidhya

Researchers have recently made groundbreaking progress in the field of machine learning (ML) by developing methods that accurately identify predictors associated with fetal heart rate changes in pregnant patients undergoing neuraxial analgesia. This revolutionary study, published in BMC Pregnancy and Childbirth, sheds light on the importance of using ML algorithms to predict and manage potential […] The post AI Takes the Lead in Prenatal Care: Predicting Fetal Heart Rate with Precision app

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The (Lower) Road To Secure Code

Adrian Bridgwater for Forbes

Should we be standing back to question the programming function to analyse, quantify and qualify the steps to safeguard systems and data in the first place?

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Topic Modeling with ML Techniques

Analytics Vidhya

Introduction Topic modeling is a method to use and identify the themes that exist in large sets of data. It’s a kind of unsupervised learning technique where the model tries to predict the presence of underlying topics without ground truth labels. It is helpful in a wide range of industries, including healthcare, finance, and marketing, […] The post Topic Modeling with ML Techniques appeared first on Analytics Vidhya.

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Large Language Models in Media & Entertainment

databricks

The Media & Entertainment industry is in the midst of a revolution centered around data and putting consumers at the center of every.

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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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Breaking News: Massive Protest Erupts Across Stack Overflow and Stack Exchange Network

Analytics Vidhya

On June 5th, 2023, a wave of frustration and discontent swept through the Stack Overflow and Stack Exchange communities as moderators, curators, contributors, and users united in a historic general moderation strike. This strike is a bold statement against recent and forthcoming changes implemented by Stack Exchange, Inc. These changes have sparked outrage and concern […] The post Breaking News: Massive Protest Erupts Across Stack Overflow and Stack Exchange Network appeared first on Analy

Analytics 219
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Seamlessly Migrate Your Apache Parquet Data Lake to Delta Lake

databricks

Apache Parquet is one of the most popular open source file formats in the big data world today. Being column-oriented, Apache Parquet allows.

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Vision Transformers (ViT): Revolutionizing Computer Vision

Analytics Vidhya

Introduction Vision Transformers (ViT) have emerged as a revolutionary approach in the field of computer vision. It has lead to revolutionise and transform the way we perceive and analyze visual data. Traditionally, Convolutional Neural Networks (CNNs) have been the go-to models for visual tasks, but ViTs offer a novel alternative. By leveraging the self-attention mechanisms […] The post Vision Transformers (ViT): Revolutionizing Computer Vision appeared first on Analytics Vidhya.

Analytics 218
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Customers come first at LuxProvide

Dataconomy

LuxProvide, the operator of the national supercomputer MeluXina, unveiled its new brand identity, which embodies the company’s customer-centric approach. The presentation of LuxProvide’s new brand identity coincides with the launch of the third phase of the company’s development strategy. Following the design, construction, and implementation of MeluXina (phase 1), the deployment of an appropriate software environment, and the launch of an early access program (phase 2), LuxPro

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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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Optimizing Portfolios with the Mean Variance Method in Python

Analytics Vidhya

Introduction While investing in equity markets (stock markets), we often diversify our investments in different stocks to maximize our returns. When investing in multiple stocks, determining the optimal allocation of funds to each stock to minimize risk and maximize returns can be challenging. However, with the help of the portfolio optimization method, we can overcome […] The post Optimizing Portfolios with the Mean Variance Method in Python appeared first on Analytics Vidhya.

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Why AI Will Save the World

Flipboard

The era of Artificial Intelligence is here, and boy are people freaking out. Fortunately, I am here to bring the good news: AI will not destroy the world, and in fact may save it. First, a short description of what … The post Why AI Will Save the World appeared first on Andreessen Horowitz.

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Meet the Apple R1 processor, aka Vision Pro chip

Dataconomy

Apple unveiled the Apple R1 chip, aka Vision Pro chip, a dedicated CPU built for their groundbreaking mixed-reality headset, the Apple Vision Pro. Because of its advanced features and ability to work in tandem with the M2 chip, the R1 processor is destined to revolutionize the immersive experience. The Vision Pro chip shines as an example of a customized microprocessor carefully designed to fulfill the needs of mixed-reality headsets like the Vision Pro.

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McKinsey says ‘about half’ of its employees are using generative AI

Flipboard

McKinsey and Company, the global consulting firm with more than 30,000 employees across 67 countries, is embracing new generative AI tools in a major way: nearly 50 percent of the firm’s workforce is using ChatGPT and similar technology.

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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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AlphaDev discovers faster sorting algorithms

DeepMind

In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades.

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AI Prompt Engineering Isn’t the Future

Flipboard

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

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The Birth of the Grid

Hacker News

The day must come when electricity will be for everyone, as the waters of the rivers and the wind of heaven. It should not merely be supplied, but lavished, that men may use it at their will, as the air they breathe.

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50+ New Cutting-Edge AI Tools (2023)

Flipboard

AI tools are rapidly increasing in development, with new ones being introduced regularly. Check out some AI tools below that can enhance your daily routines. tl;dv Powered by the GPT model, this tool is a meeting recorder for Zoom and Google Meet. tl;dv transcribes and summarizes the calls for the user. Otter AI Using artificial intelligence, Otter.AI empowers users with real-time transcriptions of meeting notes that are shareable, searchable, accessible, and secure Taskade Taskade is an AI prod

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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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How to Grow a Three Sisters Garden (2016)

Hacker News

By Melissa Kruse-Peeples, Education Coordinator For many Native American communities, three seeds - corn, beans, and squash represent the most important crops. When planted together, the Three Sisters, work together to help one another thrive and survive.

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A.I. doomers are a ‘cult’ — here’s the real threat, according to Marc Andreessen

Flipboard

On Tuesday, venture capitalist Marc Andreessen published a nearly 7,000-word post on his views about artificial intelligence and the risks it poses.

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Tips for better coding with ChatGPT

Hacker News

Although powerful, the tools are not as intelligent as they seem. Use them with caution, computer scientists warn. Although powerful, the tools are not as intelligent as they seem. Use them with caution, computer scientists warn.

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‘What should the limits be?’ The father of ChatGPT on whether AI will save humanity – or destroy it

Flipboard

Sam Altman is among the most vocal supporters of artificial intelligence, but is also leading calls to regulate it. He outlines his vision of a very uncertain future When I meet Sam Altman, the chief executive of AI research laboratory OpenAI, he is in the middle of a world tour.

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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.