Mon.Feb 06, 2023

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Deep Residual Learning for Image Recognition (ResNet Explained)

Analytics Vidhya

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research. In this article, we will discuss the ResNet architecture and its significance in the field of computer vision. […] The post Deep Residual Learning for Image Recognition (ResNet Explained) appeared first on Analytics Vidhya.

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Insurance IT leaders herald new era for digital customer experience

CIO Business Intelligence

The insurance industry is undergoing a sea change, with IT playing a crucial role in rolling out digital customer experiences for policyholders and agents, as in-person meetings all but vanish in the post-pandemic era. This pivot to digital customer experiences has become a new insurance industry imperative, as John Aflac, Liberty Mutual, MassMutual, MetLife, and a host of other insurers have embraced digital strategies for interacting with and delivering new services to customers — in some case

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Web3: Breaking the Chains of Centralized Content Distribution

Analytics Vidhya

Introduction Web3 has the potential to revolutionize the way content is created, distributed, and monetized. Using decentralized blockchain technology, Web3 enables secure, censorship-resistant distribution of content and fairer revenue distribution for creators. The emergence of Web3 content platforms is changing the landscape, but adoption faces challenges such as user adoption and technology limitations.

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5 Reasons Why You Need Synthetic Data

KDnuggets

Collecting and labeling data in the real world can be time-consuming and expensive. This data can also come with quality, diversity, and quantity issues. Fortunately, problems like these can be helped with synthetic data.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Different Ways to Make 5G Services Better Using AI

Analytics Vidhya

Introduction When 3G got launched in India and worldwide, we were happy that at least YouTube videos would play decently. When 4G was released, video calls & web meetings became a reality. What does 5G hold next for us? – we all are excited to know! But something that we don’t realize easily is that – […] The post Different Ways to Make 5G Services Better Using AI appeared first on Analytics Vidhya.

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KDnuggets Survey: Benchmark with your peers on industry spend and trends

KDnuggets

KDnuggets and its partners have just released a Spend & Trends survey to provide you the opportunity to benchmark with your peers on how folks are spending and the mindsets around current trends.

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SQL and Python Interview Questions for Data Analysts

KDnuggets

Walking you through the most important SQL and Python technical concepts and four interview questions to practice for the Data Analyst position.

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How to Implement a Data Pipeline Using Amazon Web Services?

Analytics Vidhya

Introduction The demand for data to feed machine learning models, data science research, and time-sensitive insights is higher than ever thus, processing the data becomes complex. To make these processes efficient, data pipelines are necessary. Data engineers specialize in building and maintaining these data pipelines that underpin the analytics ecosystem.

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5 Free Tools For Detecting ChatGPT, GPT3, and GPT2

KDnuggets

Top free tools to check research papers, thesis, assignments, documentation, and draft for AI content detection.

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FACEIO App: New Age Face Authentication

Analytics Vidhya

Source: Freepik Introduction Authentication is a very crucial part of this technological world. Many tech stacks and framesets are created to avoid the unimaginable circumstances caused by their wrong use. They are continuously struggling to develop an effective and efficient application. But there is a problem with the developers: they pay less attention to developing […] The post FACEIO App: New Age Face Authentication appeared first on Analytics Vidhya.

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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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Cloud Migration Checklist: Getting Your Data Landscape 2023 Ready

Octopai

It’s 2023. Do you know where your data is? The number of people who can pat their server on the head and say fondly, “Right here!” is decreasing. Instead, more people are lifting their eyes to the heavens and answering, “Um… up there… somewhere…” Estimates of data volume in the cloud range from 60% of all corporate data to over 50% of organizations have more than 40% of their data in the cloud.

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Mastering the Fundamentals of Using Zenity Linux

Analytics Vidhya

Introduction Welcome to the world of GUI scripting! The ability to create graphical dialog boxes in the command line can greatly enhance the user experience of your scripts, making them more intuitive and user-friendly. Whether you are a seasoned developer or just getting started with scripting, Zenity Linux is a tool that you will want […] The post Mastering the Fundamentals of Using Zenity Linux appeared first on Analytics Vidhya.

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Deep dive into the AWS ProServe Hadoop Migration Delivery Kit TCO tool

AWS Big Data

In the post Introducing the AWS ProServe Hadoop Migration Delivery Kit TCO tool , we introduced the AWS ProServe Hadoop Migration Delivery Kit (HMDK) TCO tool and the benefits of migrating on-premises Hadoop workloads to Amazon EMR. In this post, we dive deep into the tool, walking through all steps from log ingestion, transformation, visualization, and architecture design to calculate TCO.

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Isolated Python Environments using Docker

Analytics Vidhya

Introduction While working with multiple projects, there are chances of issues with versions of packages in python; for example, a project needs a new version of a package, and another requires a different version. Sometimes the python version itself changes from project to project. Managing these different python versions and different versions of packages is […] The post Isolated Python Environments using Docker appeared first on Analytics Vidhya.

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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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Large Scale AI Upskilling: A Key Facet of the Future of Work

Dataiku

So you want to generate more value from AI. One approach is to hire more data scientists, but that doesn’t scale because they’re in high demand, difficult to attract, have low productivity the first six months as they learn your business, and leave in under three years. Another approach is to outsource it but then you end up with fragile bespoke apps, low agility, and little progress toward becoming a data-driven organization.

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Your One-Stop Destination to Start your NLP journey with SpaCy

Analytics Vidhya

Introduction Natural Language Processing (NLP) is a field of Artificial Intelligence that deals with the interaction between computers and human language. NLP aims to enable computers to understand, interpret and generate human language naturally and helpfully. NLP techniques are used in many applications, such as language translation, text summarization, sentiment analysis, etc.

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Introducing the AWS ProServe Hadoop Migration Delivery Kit TCO tool

AWS Big Data

When migrating Hadoop workloads to Amazon EMR , it’s often difficult to identify the optimal cluster configuration without analyzing existing workloads by hand. To solve this, we’re introducing the Hadoop migration assessment Total Cost of Ownership (TCO) tool. You now have a Hadoop migration assessment TCO tool within the AWS ProServe Hadoop Migration Delivery Kit (HMDK).

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A Dive into the Basics of Big Data Storage with HDFS

Analytics Vidhya

Introduction HDFS (Hadoop Distributed File System) is not a traditional database but a distributed file system designed to store and process big data. It is a core component of the Apache Hadoop ecosystem and allows for storing and processing large datasets across multiple commodity servers. It provides high-throughput access to data and is optimized for […] The post A Dive into the Basics of Big Data Storage with HDFS appeared first on Analytics Vidhya.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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Albemarle supercharges employee experience with federated automation

CIO Business Intelligence

One of the first things Patrick Thompson (pictured) did on becoming chief information and digital transformation officer of specialty chemicals manufacturer Albemarle in 2017 was to introduce an annual survey to gauge employee attitudes toward services IT staff provides. Now he has a self-service bot delivering some of those services through Microsoft Teams, and providing real-time feedback on what employees want its help with, and whether they get it or not.

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15 Must Read Interview Questions on MLOps for 2023

Analytics Vidhya

Introduction MLOps (Machine Learning Operations) integrates machine learning (ML) workflows with software development and operations processes. It involves using tools and methodologies to automate and streamline the building, testing, deployment, and monitoring of ML models in production. By combining the expertise of data scientists, engineers, and operations professionals, MLOps enables organizations to quickly and efficiently […] The post 15 Must Read Interview Questions on MLOps for 2

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Introducing MongoDB Atlas metadata collection with AWS Glue crawlers

AWS Big Data

For data lake customers who need to discover petabytes of data, AWS Glue crawlers are a popular way to discover and catalog data in the background. This allows users to search and find relevant data from multiple data sources. Many customers also have data in managed operational databases such as MongoDB Atlas and need to combine it with data from Amazon Simple Storage Service (Amazon S3) data lakes to derive insights.

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Are SMBs invited to the business intelligence (BI) party?

CIO Business Intelligence

Executive leaders of small businesses and startups frequently lament that they lack the same access to data and insights that enterprise competitors and other more entrenched players enjoy. Most SMBs haven’t fully adopted business intelligence (BI) analytics, citing various reasons such as a lack of scalable technology infrastructure or skilled human capital.

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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Improve observability across Amazon MWAA tasks

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that makes it simple to set up and operate end-to-end data pipelines in the cloud at scale. A data pipeline is a set of tasks and processes used to automate the movement and transformation of data between different systems.­ The Apache Airflow open-source community provides over 1,000 pre-built operators (plugins that simplify connections to services) for Apache Airflow to build data p

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Embedded Legends Aren’t Enough

Depict Data Studio

I see these graphs a lot: The graph title tells us which line is which. In dataviz lingo, we call it “embedding the legend” in the graph title. What a clever style! But it’s not colorblind-friendly or grayscale-friendly. Let’s compare embedded legends (on the left, YUCK) with direct labels (on the right, YAY). Not Legible for Colorblind People Although embedding the legend in the graph title is popular, it’s not colorblind-friendly.

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Mario Foster to become Al Ghurair Group group CIO

CIO Business Intelligence

Mario Foster is an experienced CIO who has been in the industry and the region for over 15 years. Before joining Al Ghurair Group, he worked for Saeed & Mohammed Al Naboodah Group based in Dubai for seven years leading the digital charter of the organization by exploring the business potential of new technologies such as RPA, AI, IoT, 3D printing and others.

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Improve ROI and TCO with Embedded BI Tools!

Smarten

Embedded BI Improves ROI and TCO for Existing Technology and Benefits Business Users! Recently, a Forbes article entitled ‘ The Competitive Advantages Of Embedded Analytics ’, focused on embedding analytics within solutions and apps, stating that ‘By embedding analytics and insights into your company’s applications and products, you can empower your end users to get the answers they need.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.