Thu.Aug 11, 2022

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Dropout Regularization in Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction When you go out to buy a shirt for yourself, you will not buy something which is very fit for your body because then if you eat pizza or biryani and if you become fat it will not be convenient you will […]. The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya.

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Qlik Advances Self-Service Analytics and Business Intelligence

David Menninger's Analyst Perspectives

The analytics and business intelligence market landscape continues to grow as more organizations seek robust tools and capabilities to visualize and better understand data. BI systems are used to perform data analysis, identify market trends and opportunities and streamline business processes. They can collect and combine data from internal and external systems to present a holistic view.

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Apache Airflow Essential Guide

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction [link] Apache Airflow platform for automating workflows’ creation, scheduling, and mirroring. Not only is it free and open source, but it also helps create and organize complex data channels. A data channel platform […]. The post Apache Airflow Essential Guide appeared first on Analytics Vidhya.

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The Future of AI: High Quality, Human Powered Data

Smart Data Collective

Artificial Intelligence (AI) has significantly altered how work is done. However, AI even has a bigger impact by enhancing human capabilities. Research conducted by the Harvard Business Review found that the interaction between machines and humans significantly improves firms’ performance. Successful collaboration between humans and machines enhances each other’s strengths, including teamwork, leadership, creativity, speed, scalability, and quantitative capabilities.

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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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AI for Ukraine is a new educational project from AI HOUSE to support the Ukrainian tech community

KDnuggets

“AI for Ukraine” is a series of workshops and lectures held by international artificial intelligence experts to support the development of Ukraine’s tech community during the war. This is a non-commercial educational project by AI HOUSE – a company focused on building the AI/ML community in Ukraine and is part of the Roosh tech ecosystem.

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Using Data Analytics to Optimize Your Cash Collection Approach

Smart Data Collective

Data analytics technology has become very important for helping companies manage their financial strategies. Companies are projected to spend nearly $12 billion on financial analytics services by 2028. There are many great benefits of using data analytics to improve financial management strategies. Many investors are using data analytics to invest in stocks.

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How to Protect Data Within an App With RASP Security

Smart Data Collective

When data security within apps is discussed, most people think of WAF. However, a web application firewall is limited. A trusted security tool focuses on the traffic going in and out without considering what happens to sensitive information circulating inside the application. In cybersecurity, this creates a major blind spot that could result in a data breach.

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5 Key Data Science Trends & Analytics Trends

KDnuggets

Let’s have a look at some of the key tech trends on the horizon right now.

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insightsoftware Expands Embedded Analytics Offering with Acquisition of Dundas?

Jet Global

Dundas BI platform will be integrated with insightsoftware’s Logi solutions, strengthening self-service data analytics and visualization. RALEIGH, N.C. – August 11, 2022 – insightsoftware , a global provider of reporting, analytics, and performance management solutions, today announced it has acquired Dundas Data Visualization, Inc. , a Toronto-based business intelligence (BI), analytics, and data visualization platform.

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How to land an ML job: Advice from engineers at Meta, Google Brain, and SAP

KDnuggets

Check out this video, summary and transcript of a discussion between co:rise co-founder Jake Samuelson and three outstanding ML engineers — Kaushik Rangadurai, Shalvi Mahajan, and Frank Chen — to hear their advice on landing a job in machine learning.

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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.

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How Universal Data Distribution Accelerates Complex DoD Missions

Cloudera

We’ve come a long way since 1778 when George Washington’s spies gathered and shared military intelligence on the British Army’s tactical operations in occupied New York. But information broadly, and the management of data specifically, is still “the” critical factor for situational awareness, streamlined operations, and a host of other use cases across today’s tech-driven battlefields. .

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The CIO’s Hybrid Cloud Journey Incorporates Extensive Systems Thinking

CIO Business Intelligence

Heading down the path of systems thinking for the hybrid cloud is the equivalent of taking the road less traveled in the storage industry. It is much more common to hear vendor noise about direct cloud integration features, such as a mechanism to move data on a storage array to public cloud services or run separate instances of the core vendor software inside public cloud environments.

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Improve City Planning With AI-Enabled Multimodal Analysis & Traffic Forecasting

Dataiku

According to the World Bank , in 2020, approximately 4.4 billion people (more than half of the global population) live in urban areas. Therefore, cities have been increasingly put under pressure to anticipate and adapt to this trend and its induced changes. The speed and scale of this concentration have led to growing needs and, notably, an increasing demand for well-connected transportation systems.

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Sitecore’s Release of XM Cloud Empowers Brands and Marketers to Maximize Consumer Engagement

CIO Business Intelligence

The true long-term effects of the COVID-19 pandemic on consumer shopping habits won’t truly be understood for years, but its effect on digital transformation is immediately evident. What we know for certain is that consumers and business buyers expect lightning-fast digital experiences, available on any content device, and the experience has to mirror the ease of doing business that leading brands, like Netflix and Target, delivered during the lockdown.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Conquer BEPS 2.0 Adoption with The Right Tools and Collaboration

Jet Global

On 1 July 2021, we witnessed history as more than 130 countries approved a framework for reform of international tax rules. It was agreed that the OECD/G20 Inclusive Framework on Base Erosion and Profit Shifting (BEPS) would take a two-pillar approach, with a planned adoption in 2023. Pillar One aligns taxing rights more closely with local market engagement and is intended to address the challenges posed by electronic commerce and digitization.

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8 strategic imperatives for SAP transformation success

CIO Business Intelligence

The rise of business transformation initiatives has IT leaders rethinking the way they evaluate, select, and negotiate technology and IT services deals today. Pivoting away from a serial approach to evaluation and selection, forward-thinking IT leaders are instead employing an integrated sourcing strategy tailored to facilitate business and IT transformations.

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Supply chain… or supply hyperbolic plane? Identifying risk among cloud-based technology suppliers

Jen Stirrup

The multi-cloud question in THE SOFTWARE SUPPLY CHAIN. Nowadays, we now take it for granted that we go to the cloud. The question is no longer “should we go to the cloud?” although we do meet customers who still need some help to get there, and who need to understand which cloud suits them best. Businesses need to maximise their multi-cloud investment because this will create a software supply chain where the organization is consuming software that intersects.

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Fabrics, Meshes & Stacks, oh my! Q&A with Sanjeev Mohan

Alation

In the technology industry, even the most incremental trends often get framed in next-generation terminology. And every megatrend produces its own new vocabulary. DataOps sprung up to connect data sources to data consumers. Tools became stacks. Architectures became fabrics. The data warehouse and analytical data stores moved to the cloud and disaggregated into the data mesh.

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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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3 Reasons Why the Future of Business Will be Composable

CIO Business Intelligence

It’s difficult to justify the need for enterprise composability when things are business as usual. Employees travel to the office. Contact center agents take calls. Businesses operate the same as they have for years or even decades. It was only until the unthinkable happened that organizations were forced to rethink everything they do and how. Brands across every industry had to rapidly accelerate efforts to improve communication and collaboration to modernize operations, enhance customer engage