Thu.May 04, 2023

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How to Detect and Handle Deepfakes in the Age of AI?

Analytics Vidhya

Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?

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ON-DEMAND WEBINAR: Data Products and Data Mesh

DataKitchen

All the cool kids are talking about Data Products and Data Mesh. The data companies have gotten ahold of terms and started to say their twenty-year-old ETL tools are the perfect tools to do that fashionable product-meshy stuff. What is going on? The post ON-DEMAND WEBINAR: Data Products and Data Mesh first appeared on DataKitchen.

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CBSE to Introduce AI, Coding and Data Science from Class 6th 

Analytics Vidhya

The Central Board of Secondary Education (CBSE) has announced plans to introduce cutting-edge technology subjects such as artificial intelligence (AI), coding, and data science into the school curriculum for students in classes VI to VIII. The move departs from the current practice of offering skill subjects only after class XI. Also Read: Introduction to Artificial […] The post CBSE to Introduce AI, Coding and Data Science from Class 6th appeared first on Analytics Vidhya.

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Webinar Summary: Data Mesh and Data Products

DataKitchen

Webinar Summary: DataOps and Data Mesh Chris Bergh, CEO of DataKitchen, delivered a webinar on two themes – Data Products and Data Mesh. Bergh started by discussing the complexity within data and analytics teams, stating that complexity makes everything more complicated and, in the long run, it kills productivity. Examples of complexity within data and analytics teams include multiple teams with different roles, thousands of different data sets of different types and shapes, each with uniq

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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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Interview Questions on NoSQL

Analytics Vidhya

Introduction Carl Strozz coined the concept of NoSQL in 1998. NoSQL refers to a non-SQL or non-relational Data Management System which provides a mechanism for retrieving and storing data. The main reason behind the popularity of NoSQL is its capability to store and handle structured, semi-structured, unstructured, and polymorphic data. NoSQL is hugely popular in […] The post Interview Questions on NoSQL appeared first on Analytics Vidhya.

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Thinking outside the cloud: bring cloud agility to your entire infrastructure

CIO Business Intelligence

Cloud technology is a springboard for digital transformation, delivering the business agility and simplicity that are so important to today’s business. Cloud is also a powerful catalyst for improving IT and user experiences, with operating principles such as anywhere access, policy automation, and visibility. The benefits of cloud for the business, for IT operations, and for employee experiences are clear.

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How to Transition into Data Science from a Different Background?

KDnuggets

Are you interested in data science but don't have a relevant background? Don't worry, you can still learn the skills and tools you need to become a successful data scientist.

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Hollywood Writers Go on Strike Against AI Tools, Call It ‘Plagiarism Machine’

Analytics Vidhya

Technology innovations are nothing new to the entertainment sector. How movies and TV shows are produced has changed substantially throughout time, largely thanks to technology. But the most recent change in the field has caused a considerable uproar among Hollywood writers. The use of artificial intelligence (AI) in scriptwriting has prompted thousands of Hollywood screenwriters […] The post Hollywood Writers Go on Strike Against AI Tools, Call It ‘Plagiarism Machine’ appeared

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Cyber Attacks on Small Businesses: Understanding Risks and Prevention

Smart Data Collective

If you’re like most small business owners, cybersecurity is probably the last worry on your mind. Between growing a business and dealing with day-to-day tasks, it’s easy to let your cyber presence fade into the background of your thoughts. Unfortunately, as the world becomes more and more digital, cybersecurity risks are growing at a rapid pace. As a small business owner, this means that you and your business could be at risk of being attacked this very second.

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TCS Plans GPT-Like AI Solution for Coding, Paving the Way for Prompt Engineers

Analytics Vidhya

Tata Consultancy Services (TCS) is also creating AI tools that might code complete enterprise-level solutions for its customers when the hype cycle for generative AI and GPT-like technology rises internationally. N Ganapathy Subramaniam, the company’s chief operating officer, has disclosed that TCS has been creating solutions that experiment with automation for over 20 years.

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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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FutureIT Toronto – Where IDC Analysts and Canadian Tech Leaders Meet

CIO Business Intelligence

At FutureIT | Toronto , you’ll walk away with insights and tactics that will help your organization no matter where you are in your digital journey. Get ready to ask questions to our experts, participate in discussion groups and learn about modernizing your digital enterprise with cloud, AI and security. Lights. Camera. Action! CIO and IDC present a brand-new conference to hit Toronto’s downtown tech leadership scene.

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The Ultimate Open-Source Large Language Model Ecosystem

KDnuggets

GPT4ALL is a project that provides everything you need to work with state-of-the-art open-source large language models.

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Build efficient, cross-Regional, I/O-intensive workloads with Dask on AWS

AWS Big Data

Welcome to the era of data. The sheer volume of data captured daily continues to grow, calling for platforms and solutions to evolve. Services such as Amazon Simple Storage Service (Amazon S3) offer a scalable solution that adapts yet remains cost-effective for growing datasets. The Amazon Sustainability Data Initiative (ASDI) uses the capabilities of Amazon S3 to provide a no-cost solution for you to store and share climate science workloads across the globe.

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How Residential Proxies Help Improve Data Gathering

Smart Data Collective

UMass Global has a very insightful article on the growing relevance of big data in business. Big data has been discussed by business leaders since the 1990s. The term was first published in 1999 and gained a solid definition in the early 2000s. It refers to datasets too large for normal statistical methods. This includes videos, pictures, maps, words, phrases, and numbers.

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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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Supporting teachers in their STEM skilling journeys

IBM Big Data Hub

Three of my four grandparents were teachers. Their love of learning and passion for lighting a spark in their students impressed upon me the power that teachers have to change lives and shape the future. As I’m writing this, I am in Jacksonville, Florida, just a few miles from where my grandmother, Rosalie Gordon-Mills, was an educator for over 40 years in the St.

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Vendor Security is Key to Preventing Future Data Breaches

Smart Data Collective

We have talked at length about the importance of taking the right steps to stop data breaches. Unfortunately, there are often many weak links in the data security infrastructure, which can increase the risks of data breaches. It seemed like data breaches were starting to decline, but Aimee O’Driscoll of Comparitech reports that trend has not persisted.

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The post-quantum cryptography conundrum

CIO Business Intelligence

Business leaders may have heard of quantum computing, but many are not yet aware of its incipient threat to cryptography and cryptocurrency. When these machines reach a sufficient level of performance, they will be able to easily factor prime numbers, which poses a threat to RSA. Only a few realize that the time to prepare for the conundrum of post-quantum risk is now.

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Social Engineering Attacks and Other Cybersecurity Threats to Be Aware of in 2023

Smart Data Collective

Cyber security threats are becoming increasingly more prevalent as life continues to drift further and further into online space. Many of the world’s biggest companies have fallen prey to cyber scams, showing that they can happen to just about anyone. Vigilance is required to keep yourself safe. In this article, we take a look at some of the most prevalent threats out there in 2023 and describe how you can keep yourself safe.

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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.

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Are Pre-Trained Models AI’s Object-Oriented Programming?

Dataiku

Many technologies that make it to the mass market hit a tipping point somewhere along their growth curve where marginal costs rapidly drop, which drives more demand, which drives economies of scale, which drives down prices, which drives demand and jumpstarts a virtuous cycle. For automobiles, the tipping point was the moving assembly line, convenient stores like iTunes for MP3 players, microprocessors for computing, and for software it was object-oriented programming.

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Free STEM resources for teachers from IBM SkillsBuild

IBM Big Data Hub

Three of my four grandparents were teachers. Their love of learning and passion for lighting a spark in their students impressed upon me the power that teachers have to change lives and shape the future. As I’m writing this, I am in Jacksonville, Florida, just a few miles from where my grandmother, Rosalie Gordon-Mills, was an educator for over 40 years in the St.

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How Encored Technologies built serverless event-driven data pipelines with AWS

AWS Big Data

This post is a guest post co-written with SeonJeong Lee, JaeRyun Yim, and HyeonSeok Yang from Encored Technologies. Encored Technologies (Encored) is an energy IT company in Korea that helps their customers generate higher revenue and reduce operational costs in renewable energy industries by providing various AI-based solutions. Encored develops machine learning (ML) applications predicting and optimizing various energy-related processes, and their key initiative is to predict the amount of pow

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Improving Data Security, Privacy, and Compliance with Sovereign Cloud

CIO Business Intelligence

In the first use case of this series, Stay in Control of Your Data with a Secure and Compliant Sovereign Cloud , we looked at what data sovereignty is, why it’s important, and how sovereign clouds solve for jurisdictional control issues. Now let’s take a closer look at how data privacy and sovereignty regulations are driving security, privacy, and compliance.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Data Virtualisation: The Key to Streamlining Compliance in Banking

Data Virtualization

Reading Time: < 1 minute Banks are subject to numerous regulations that are designed to protect customers and ensure the stability of the financial system. Compliance with these regulations is essential, not only to avoid fines and legal penalties, but also to maintain the trust. The post Data Virtualisation: The Key to Streamlining Compliance in Banking appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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White House Calls Tech Tycoons Meet to Address the AI Threat

Analytics Vidhya

The rapid development of artificial intelligence (AI) technology has brought significant advances to various industries. But it also comes with certain risks. Concerns around privacy violations, bias, and misinformation have led the White House to call on tech tycoons to discuss pressing issues related to the threat of AI. The meeting is scheduled for Thursday. […] The post White House Calls Tech Tycoons Meet to Address the AI Threat appeared first on Analytics Vidhya.

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Improve reliability and reduce costs of your Apache Spark workloads with vertical autoscaling on Amazon EMR on EKS

AWS Big Data

Amazon EMR on Amazon EKS is a deployment option offered by Amazon EMR that enables you to run Apache Spark applications on Amazon Elastic Kubernetes Service (Amazon EKS) in a cost-effective manner. It uses the EMR runtime for Apache Spark to increase performance so that your jobs run faster and cost less. Apache Spark allows you to configure the amount of Memory and vCPU cores that a job will utilize.

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5 Benefits of Data Visualization: Why Integrating a Data Catalog is Crucial

Alation

Are you an aspiring data scientist , or just want to understand the benefits of integrating data catalogs with visualization tools? In today’s ever-growing world of data, having an easy way to gain insights quickly is essential. By combining the power of two solutions — data catalogs and data visualization tools — you can get a deeper understanding of your information landscape and create meaningful insights faster.

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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.

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Brewing up a perfect blend of experiences for your customers

CIO Business Intelligence

What can you learn from a cup of coffee? A single cup might seem trivial in terms of its impact on the overall business. But capture that cup with a smart camera, track it, apply analytics—and voilà! Suddenly, for the coffee shop, that beverage becomes an opportunity to gain insights to deliver better experiences for all of their customers. These high-quality experiences delight coffee aficionados, save them time, and sharpen the shop’s competitive edge.

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5 Benefits of Data Visualization: Why Integrating a Data Catalog is Crucial

Alation

Are you an aspiring data scientist , or just want to understand the benefits of integrating data catalogs with visualization tools? In today’s ever-growing world of data, having an easy way to gain insights quickly is essential. By combining the power of two solutions — data catalogs and data visualization tools — you can get a deeper understanding of your information landscape and create meaningful insights faster.

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Why Proactive Management of Transfer Pricing is Essential

Jet Global

Avoid Costly Accounting Adjustments With Longview Transfer Pricing As Your Operational Transfer Pricing Solution. Multinational enterprises (MNEs) have become a target of tax authorities seeking to limit the use of transfer pricing strategies to reduce taxable income. Therefore, it is no coincidence that tax executives consistently name transfer pricing as a top tax concern.

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Single sign-on with Amazon Redshift Serverless with Okta using Amazon Redshift Query Editor v2 and third-party SQL clients

AWS Big Data

Amazon Redshift Serverless makes it easy to run and scale analytics in seconds without the need to set up and manage data warehouse clusters. With Redshift Serverless, users such as data analysts, developers, business professionals, and data scientists can get insights from data by simply loading and querying data in the data warehouse. Customers use their preferred SQL clients to analyze their data in Redshift Serverless.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.