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.

Modeling 296
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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.

Insurance 294
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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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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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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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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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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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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.

IT 98
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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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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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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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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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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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Marketers Use AI to Take Advantage of 3D Rendering

Smart Data Collective

AI has been a highly useful technology for marketers over the past few years. However, new advances in AI continue to make drive new changes in the marketing profession. As a result, analysts anticipate that the market size for AI technology in the marketing sector will be worth nearly $108 billion by 2028. One of the ways that AI technology is shaping the marketing profession is with advances in 3D rendering.

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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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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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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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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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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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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.

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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.