Wed.Dec 02, 2020

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Is RPA the same as AI? What’s the Difference, and What Are the Use Cases?

Dataiku

The short answer is: No, robotic process automation (RPA) and artificial intelligence (AI) are not the same thing. However, they are two complementary technologies that can increase efficiency in a wide range of business processes.

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How to accelerate Data Science job search in 2021

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction A job search can be the most frustrating periods of your. The post How to accelerate Data Science job search in 2021 appeared first on Analytics Vidhya.

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Expanding Role of Data Governance, Metadata Management, and Data Quality

TDAN

Ensuring data quality is an important aspect of data management and these days, DBAs are increasingly being called upon to deal with the quality of the data in their database systems more than ever before. The importance of quality data cannot be overstated. Poor data quality costs the typical company between 10% and 20% of […].

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Tired of Reading Long Articles? Text Summarization will make your task easier!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction Millions of web pages and websites exist on the Internet today. The post Tired of Reading Long Articles? Text Summarization will make your task easier! appeared first on Analytics Vidhya.

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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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In The Age Of Big Data, Is Microsoft Excel Still Relevant?

Smart Data Collective

In recent years, leading professional fields like marketing have leaned heavily on phrases like, “content is king,” but if you’ve been paying attention – not just to marketing, but to many other growing fields, including eCommerce, healthcare, and finance – the real reigning force is not content, but data. Big data, which is itself a consequence of other technology, gives us the tools to interpret our actions, to strategize and analyze in new and more objective ways.

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Window Functions – A Must-Know Topic for Data Engineers and Data Scientists

Analytics Vidhya

Overview Get to know about the SQL Window Functions Understand what the Aggregate functions lack and why we need Window Functions in SQL. The post Window Functions – A Must-Know Topic for Data Engineers and Data Scientists appeared first on Analytics Vidhya.

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A Measure of Bias and Variance – An Experiment

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction One of the most used matrices for measuring model performance is. The post A Measure of Bias and Variance – An Experiment appeared first on Analytics Vidhya.

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Data is Risky Business: The Importance of Fundamentals

TDAN

In my last column for TDAN.com, I wrote about the strategy lessons for data that we can learn from the writings of a 16th century Japanese swordsman. To summarize: – We need to study different disciplines in order to understand how they relate to each other. Expertise in all is not required, but basic competence […].

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Data and Strategic Alignment in the Bank of the Future

Teradata

Strategic alignment is a fundamental building block for the bank of the future. It must rest on integrated data & financial data analysis that inform each stage on the enterprise value chain.

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AI is Innovating the Future of Cybersecurity

TDAN

AI has grown increasingly sophisticated and has been used in multiple applications, including providing superior cybersecurity risk analysis and detection. Because it can extrapolate conclusions based on large amounts of data, it is often much more effective as an online security tool. However, using AI poses its own potential security risks. Here is what you […].

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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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Alation + AWS: Search, Discover, Query, and Govern Your Data Across Hybrid Architectures

Alation

The post Alation + AWS: Search, Discover, Query, and Govern Your Data Across Hybrid Architectures appeared first on Alation.

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Nutanix Debuts as a Strong Performer in Forrester’s Hybrid Cloud Management Wave

Nutanix

Nutanix delighted to be a strong performer in our first year participating in The Forrester Wave: Hybrid Cloud Management, Q4 2020.

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Density-Based Clustering

Domino Data Lab

Original content by Manojit Nandi – Updated by Josh Poduska. Cluster Analysis is an important problem in data analysis. Data scientists use clustering to identify malfunctioning servers, group genes with similar expression patterns, and perform various other applications. There are many families of data clustering algorithms, and you may be familiar with the most popular one: k-means.

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Nutanix Debuts as a Strong Performer in Forrester’s Hybrid Cloud Management Wave

Nutanix

Nutanix delighted to be a strong performer in our first year participating in The Forrester Wave: Hybrid Cloud Management, Q4 2020.

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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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Lack of Accounting Visibility = Lost Revenue Opportunities

Jet Global

A common complaint of executive level management is “I know that we track a lot of data in our ERP system, but for some reason, we have a lot of difficulty gaining visibility into that information.”. That lack of visibility has many implications, including an incomplete view of the levers of profitability, time wasted tracking down information, and the inability to identify macro trends, and adjust strategy to new market conditions.

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Real-Time Interactive Data Visualization Tools Reshaping Modern Business

Smart Data Collective

If the work of a human’s mind can be somehow represented, interactive data visualization is the closest form of such representation right before pure art. So, what is Interactive data visualization and how are they driven by modern interactive data visualization tools? Generally speaking, data visualization itself visually represents a certain database.

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How to configure clients to connect to Apache Kafka Clusters securely – Part 1: Kerberos

Cloudera

This is the first installment in a short series of blog posts about security in Apache Kafka. In this article we will explain how to configure clients to authenticate with clusters using different authentication mechanisms. Secured Apache Kafka clusters can be configured to enforce authentication using different methods, including the following: SSL – TLS client authentication.

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2020 Data Impact Award Winner Spotlight: Telkomsel

Cloudera

2020 is a year that’s been defined by transformation. The way we work, how businesses operate, and even serve customers have all transformed in order to cope with the challenges that have been thrown our way. Amongst the chaos, some organizations have excelled. The Industry Transformation category at our Data Impact Awards celebrates these organizations— the ones that have looked digital transformation in the eye and said “bring it on!

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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.