Wed.Mar 22, 2023

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Tutorial on MNIST Digit Classification Using ClearML

Analytics Vidhya

Introduction If you are a Data Scientist or MLOps Engineer, at some point, you would have faced problems tracking code, data, and models for different versions of the same task while collaborating with fellow members. To reduce the complexity revolving around MLOps, ClearML, an end-to-end MLOps platform, can be utilized for these purposes, facilitating easy […] The post Tutorial on MNIST Digit Classification Using ClearML appeared first on Analytics Vidhya.

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KDnuggets Top Posts for January 2023: SQL and Python Interview Questions for Data Analysts

KDnuggets

SQL and Python Interview Questions for Data Analysts • 5 SQL Visualization Tools for Data Engineers • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • Top Free Resources To Learn ChatGPT • Free TensorFlow 2.

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Applications of Machine Learning and AI in Insurance in 2023

Analytics Vidhya

Introduction Source: App Inventiv Like other industries, 2020 (the COVID-19 pandemic) was a rough patch for the insurance industry. But even then, the phase proved to be a turning point that reinforced the importance of technology, especially Machine Learning and Artificial Intelligence. Here are some of the numbers that support this claim: The Willis Towers […] The post Applications of Machine Learning and AI in Insurance in 2023 appeared first on Analytics Vidhya.

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10 things CIOs wish they knew from the start

CIO Business Intelligence

“Life can only be understood backwards but it must be lived forwards,” wrote Danish philosopher Søren Kierkegaard. That’s true, but what if by some stroke of magic we could go back in time and give a pep talk to our younger selves. What would we say? To provide some indirect counsel for first-time CIOs, we asked IT leaders to have a quiet word with their younger selves when they first took on a senior IT leadership role.

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The Executive Guide to Generative AI

Generative AI is taking the world by storm, but the questions that all CEOs, data leaders, and AI leaders are being asked are: What are we going to do about it, and what is our plan? The business and creative possibilities are practically limitless with generative AI. From productivity gains to finding new routes to revenue generation, generative AI is going to radically transform how we work.

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Manage users and group memberships on Amazon QuickSight using SCIM events generated in IAM Identity Center with Azure AD

AWS Big Data

Amazon QuickSight is cloud-native, scalable business intelligence (BI) service that supports identity federation. AWS Identity and Access Management (IAM) allows organizations to use the identities managed in their enterprise identity provider (IdP) and federate single sign-on (SSO) to QuickSight. As more organizations are building centralized user identity stores with all their applications, including on-premises apps, third-party apps, and applications on AWS, they need a solution to automate

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How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

CIO Business Intelligence

Industries increasingly rely on data and AI to enhance processes and decision-making. However, they face a significant challenge in ensuring privacy due to sensitive Personally Identifiable Information (PII) in most enterprise datasets. Safeguarding PII is not a new problem. Conventional IT and data teams query data containing PII, but only a select few require access.

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How culture and strategic partnerships help fuel transformation

CIO Business Intelligence

Multinational insurance and finance corporation AIA New Zealand’s dream is to help make the country one of the healthiest and best protected nations in the world. That’s no small undertaking, and as CTO for the company, it’s Marc Hale’s core responsibility to help achieve that goal by providing a secure and stable platform on which the business can operate and innovate.

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Plotly Express for Data Visualization Cheat Sheet

KDnuggets

Our latest cheat sheet is a handy reference for Plotly Express, a high-level data visualization library in Python built on top of Plotly.

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How Big Data Is Transforming the Maritime Industry

Smart Data Collective

The maritime sector is an integral component of the global economy, and its necessity is emphasized more than ever because trade and relations between nations will halt without it. It serves as the hub for global cargo transportation, and the growth of a nation’s economy depends heavily on the effectiveness and efficiency of its marine transport system.

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Machine Learning: What is Bootstrapping?

KDnuggets

Bootstrapping is an essential technique if you're into machine learning. We’ll discuss it from theoretical and practical standpoints. The practical part involves two examples of bootstrapping in Python.

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From Hadoop to Data Lakehouse

Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

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Observe Everything

Cloudera

Over the past handful of years, systems architecture has evolved from monolithic approaches to applications and platforms that leverage containers, schedulers, lambda functions, and more across heterogeneous infrastructures. Cloudera Data Platform (CDP) is no different: it’s a hybrid data platform that meets organizations’ needs to get to grips with complex data anywhere, turning it into actionable insight quickly and easily.

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KDnuggets News, March 22: GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative

KDnuggets

GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative • Introduction to __getitem__: A Magic Method in Python • NoSQL Databases and Their Use Cases • 7 Must-Know Python Tips for Coding Interviews

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Do Citizen Data Scientists Even Exist?

Dataiku

We thought data scientists were unicorns, but it appears that citizen data scientists are much harder to define and find.

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3 Mistakes That Could Be Affecting the Accuracy of Your Data Analytics

KDnuggets

As more companies are starting to rely on big data, more companies are also misanalyzing the data that they receive. Is your company one of them? These are the top three mistakes that companies commonly make that affect the accuracy of their data analytics.

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The Forrester Wave™: AI/ML Platforms: Vendor Strategy, Market Presence, and Capabilities Overview

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. Enterprises need a platform that can make broader AI teams more productive, implementing more complex use cases and harnessing the fast pace of new AI technologies.

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Data migration to Snowflake, a comprehensive primer

Octopai

Data migration can be a daunting task, especially when dealing with large volumes of data. Snowflake is one of the leading cloud-based data warehouse that provides scalability, flexibility, and ease of use. It offers a range of features that make it an ideal platform for storing, managing, and analyzing large volumes of data. In order to make the migration process less painful for you and your team, we have devised a comprehensive primer on data migration to Snowflake and how data lineage and im

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Automate Your State-by-State Provision Reporting With Longview Tax

Jet Global

The shifting landscape of tax reporting is more complex than ever. As a European organization with US operations, or a US-based company that operates in multiple states, you are now facing an increasing demand for state-by-state provision reporting, rather than the traditional blended rate method. While state-by-state provisions allow for greater visibility into your liability and risk areas, this approach comes with its own challenges.

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Data Maturity Models | Measure The Health Of Your Data

Anmut

Data maturity models are a crucial step for any organisation looking to improve their data, informing if your current data practices are helping, or holding back, your business. ? Organisations that reach the highest stage of data maturity achieve a market value increase of up to 500%, compared to lower maturity organisations. Click the links below to navigate to different sections What are data maturity models?

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Buy Your Embedded Analytics and Empower Your End-Users With the Right Data

Jet Global

The value of embedded analytics is unmistakable. Application teams that embed dashboards and reports drive revenue, reduce customer churn, and differentiate their software from the competition. While embedded dashboards create real value, they can also come with real costs. These costs are not always visible when companies plan for their analytics offering but can significantly impact production, scale, and the speed of bringing analytics to market.

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ERM Program Fundamentals for Success in the Banking Industry

Speaker: William Hord, Senior VP of Risk & Professional Services

Enterprise Risk Management (ERM) is critical for industry growth in today’s fast-paced and ever-changing risk landscape. When building your ERM program foundation, you need to answer questions like: Do we have robust board and management support? Do we understand and articulate our bank’s risk appetite and how that impacts our business units? How are we measuring and rating our risk impact, likelihood, and controls to mitigate our risk?

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ServiceNow continues workflow platform expansion with Utah release

CIO Business Intelligence

With its Utah release, ServiceNow is expanding the reach of its Now Platform for workflow automation into new areas, and enhancing its performance in others. Since ServiceNow introduced role-based workspaces as part of its new user interface, Next Experience, in March 2022, coverage has grown with each passing release. Utah’s additions include dedicated workspaces for security incident response and operational resilience to help workers concentrate on what needs to be done in moments of crisis.

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DreamFusion Triumphs with Best Paper Award: A Milestone in Text-to-3D Visualization

Analytics Vidhya

Introduction DreamFusion, the revolutionary AI-driven technology capable of converting text into 3D visuals using 2D diffusion techniques, has recently been honored with the prestigious Best Paper Award at ICLR-2023. This accolade is a testament to the groundbreaking research and innovation behind DreamFusion, as well as its potential to transform numerous industries.

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CIO Karriem Shakoor on harnessing the power of data democratization

CIO Business Intelligence

At UL Solutions, CIO Karriem Shakoor has identified clear cultural and architectural requirements for achieving data democratization so that IT can get out of the reports business and into driving revenue. Recently, I had the chance to speak at length with Shakoor about data strategy at the global safety science company, which has over 15,000 employees in 40 countries.