Tue.Nov 16, 2021

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NiFi as a Function in DataFlow Service

Cloudera

Introduction. With the general availability of Cloudera DataFlow for the Public Cloud (CDF-PC) , our customers can now self-serve deployments of Apache NiFi data flows on Kubernetes clusters in a cost effective way providing auto scaling, resource isolation and monitoring with KPI-based alerting. You can find more information in this release announcement blog post and in this technical deep dive blog post.

KPI 112
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An Introduction to Chatbot Development using RASA

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Do you ever wonder how Google assistant, Siri, chatbots in different websites work? The advancement in the field of Natural Language Processing paves the way to different very accurate AI assistants in various fields like medical, defense, management, etc. There are several AI […].

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Talend Data Fabric Simplifies Data Life Cycle Management

David Menninger's Analyst Perspectives

Talend is a data integration and management software company that offers applications for cloud computing, big data integration, application integration, data quality and master data management. The platform enables personnel to work with relational databases, Apache Hadoop, Spark and NoSQL databases for cloud or on-premises jobs. Talend data integration software offers an open and scalable architecture and can be integrated with multiple data warehouses, systems and applications to provide a un

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10 AI Project Ideas in Computer Vision

KDnuggets

The field of computer vision has seen the development of very powerful applications leveraging machine learning. These projects will introduce you to these techniques and guide you to more advanced practice to gain a deeper appreciation for the sophistication now available.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

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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5 Applications for Corporate Text Analytics

Smart Data Collective

Text mining and text analysis are relatively recent additions to the data science world, but they already have an incredible impact on the corporate world. As businesses collect increasing amounts of often unstructured data, these techniques enable them to efficiently turn the information they store into relevant, actionable resources. Text analysis can fulfill multiple roles in the business world.

Analytics 115
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How to fast-track machine translation projects

KDnuggets

Data is the lifeblood of any successful machine learning model, and machine translation models are no exception. Without relevant and properly labelled data, even the most sophisticated model will be unable to achieve reliable results.

More Trending

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Virtual Presentation Tips for Data Scientists

KDnuggets

Learn how to effectively communicate your work.

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AI Impact on Business Operations and Productivity

TDAN

With the undeniably immense measure of information accessible today and the continually developing inclinations and intricacy of clients, organizations can at this point don’t depend on customary business strategies to drive development. These extreme changes have opened up another domain of potential outcomes, with artificial intelligence (AI), to drive business development through significant experiences produced […].

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10 AI Project Ideas in Computer Vision

KDnuggets

The field of computer vision has seen the development of very powerful applications leveraging machine learning. These projects will introduce you to these techniques and guide you to more advanced practice to gain a deeper appreciation for the sophistication now available.

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Latest Trends in Cybersecurity

TDAN

Private organizations, government entities, and small businesses all rely on computerized systems to manage their operations. The trends in cybersecurity are brought about by changes in technology as individuals and organizations try to remain relevant in various industries. Cybercriminals attack individual and organizational systems for malicious reasons causing serious damages to such systems.

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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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Two Simple Things You Need to Steal from Agile for Data and Analytics Work

KDnuggets

Peer Review and Definition of Done: small changes, BIG impact.

Analytics 114
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Data Management 20/20: Governing Data from Business Motivation to Behavior

TDAN

Recently, I was working with a colleague on a data governance project. When it came to defining the data governance policies, we found ourselves questioning what the meaning of a policy was and how was it different from a rule or a standard or a procedure. There is a lot of confusion about data governance […].

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What to Consider When Choosing a Data Modeling Tool

erwin

Many organizations are searching for a data modeling tool as they undertake application modernization initiatives to move from legacy infrastructure and migrate to the cloud. If only migrating was as easy as just reinstalling the app, like we do when switching laptops! But of course, business applications have complex databases behind them, and those databases need to go along for the ride.

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Database Security Best Practices

TDAN

Risk-Based Security’s 2020 Q3 study indicates that between January and September 2020, about 36 billion databases were hacked. While this finding is mind-boggling, it also conveys a strong message about the importance of solid database security procedures that one can implement quickly. In comparison to the website, Security Practices, database security practices are a bit […].

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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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Long-Form Natural Language Generation (NLG) Is In Play This Week

Boris Evelson

Forrester recommendation in a recent report is coming to fruition. In our Augmented BI Holds New Promises, But It’s Still Early Days report we recommended to “find the right balance between customization and automation in NLG“ We also described two forms of natural language generation (NLG) for analytics: short-form NLG – automated, but limited to […].

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Zen and The Art of Data Maintenance: Ways Data Pros Can Help the Environment

TDAN

“The earth does not belong to man. Man belongs to the earth. All things are connected like the blood that unites us all. Man did not weave the web of life, He is merely a strand in it. Whatever he does to the web, he does to himself.” – Chief Seattle The earth’s environmental circumstance […].

IT 52
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Cryptocurrency: Everything Retailers Need To Know

Martha Bennett

Let's demystify the crypto basics, examine the pros and cons, and share our take on whether retailers should accept cryptocurrencies.

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The Long Road Ahead of the Data Economy

TDAN

How is your digital twin feeling today? As much we would like to refuse this new reality, most of us have a digital twin that produces a ton of data, even when we are asleep. Anything significant that happens to a person in the real world is instantly mirrored somewhere in the digital reality. Some […].

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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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Two Simple Things You Need to Steal from Agile for Data and Analytics Work

KDnuggets

Peer Review and Definition of Done: small changes, BIG impact.

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Responsible Gaming – What Is Its Significance?

BizAcuity

Responsible gaming, or responsible gambling, is a social initiative undertaken by the gambling industry that includes the government, operators, vendors, and the gaming control board. It is done to regulate the player’s behaviour and prevent him from turning gambling from a recreational activity into addiction. It also ensures the fairness and integrity of the operations and promotes awareness among people which has always been absent in traditional gambling.

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Virtual Presentation Tips for Data Scientists

KDnuggets

Learn how to effectively communicate your work.

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The Shifting Sands of International Tax Regimes

Jet Global

A recognition that regional and international tax regimes are no longer suitable for the digital economy is driving widespread change for multinational enterprises (MNEs). Being prepared for the regulation that is now unfolding should now be top of organizations’ agenda for the years ahead. Transformation of the taxes paid by large organizations has gathered pace during the pandemic, because there are significant demands on governments to generate revenue following the massive borrowings underta

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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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How to fast-track machine translation projects

KDnuggets

Data is the lifeblood of any successful machine learning model, and machine translation models are no exception. Without relevant and properly labelled data, even the most sophisticated model will be unable to achieve reliable results.

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10 Tips for Redesigning Reports

Depict Data Studio

2011 called. It wants its 100-page reports back. My wish: Limit yourself to just 30 pages (or less!). It wants its portrait reports back. Are people printing your doc… or reading it from their (landscape) computer? It wants its text-heavy reports back. We need visuals on every single page. Ready to revamp your technical reports? 10 Tips for Redesigning Reports.

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Bring Governance Bliss with Alation and Snowflake!

Alation

Data Governance is growing essential. Today, companies face pressure to comply with numerous regulations, like the GDPR, HIPAA, SOX, and CCPA. However, architectural needs further complicate their ability to comply. Data growth, shrinking talent pool, data silos – legacy & modern, hybrid & cloud, and multiple tools – add to their challenges.

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20 Best Logistics KPIs and Metric Examples for 2022 Reporting

Jet Global

What is a Logistics KPI? A logistics key performance indicator (KPI) is a quantitative tool used by businesses to measure performance within their logistics department. Logistics KPIs can measure a variety of metrics, most of which pertain to purchasing, warehousing, transportation, delivery of goods, and financials. A logistics key performance indicator (KPI) is a quantitative tool used by businesses to measure performance within their logistics department.

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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.