Thu.Oct 28, 2021

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7 Must-Have Data Management Capabilities

Data Virtualization

Agile processes and automation are on the rise, causing companies to increasingly seek data virtualization solutions, which offer several important benefits: First, maintenance is cheaper compared to traditional tools, and data virtualization, which does not rely on data replication, eliminates. The post 7 Must-Have Data Management Capabilities appeared first on Data Virtualization blog.

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Introduction to Partitioned hive table and PySpark

Analytics Vidhya

This article was published as a part of the Data Science Blogathon What is the need for Hive? The official description of Hive is- ‘Apache Hive data warehouse software project built on top of Apache Hadoop for providing data query and analysis. Hive gives an SQL-like interface to query data stored in various databases and […]. The post Introduction to Partitioned hive table and PySpark appeared first on Analytics Vidhya.

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What Is ‘Equity As Code,’ And How Can It Eliminate AI Bias?

DataKitchen

This article was originally published in Forbes. Engineers unleashed artificial intelligence (AI) bias, and it will be engineers who design the solutions that eliminate it. Authors of an article published by McKinsey Global Institute assert that “more human vigilance is needed to critically analyze the unfair biases that can become baked in and scaled by AI systems.

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A Comprehensive Guide on Advanced Microsoft Excel for Data Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview Data analysis provides insights from raw data which is used to support decision-making. Microsoft Excel is a simple, powerful, and one of the top tools for data analysis. This comprehensive guide will introduce you to the concepts of data analysis and present […]. The post A Comprehensive Guide on Advanced Microsoft Excel for Data Analysis appeared first on Analytics Vidhya.

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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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GraphDB Users Ask: Can GraphDB Infer Data Based on Values From a Virtualized Repository?

Ontotext

ONTOTEXT ANSWER: The answer to this question loops back to one of our previous posts – GraphDB is a forward chaining database. This means that inferred statements are changed – inserted or removed – during data updates. Virtualized repositories are, as the name suggests, virtual. No data is ingested for these repositories. You can think about them as you would think about a translator.

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End-to-End Introduction to Evaluating Regression Models

Analytics Vidhya

This article was published as a part of the Data Science Blogathon The objective of any machine learning model is to understand and learn patterns from the data which can further be used to make predictions or answer questions or simply just understand the underlying pattern that is otherwise not evident candidly. Most of the […]. The post End-to-End Introduction to Evaluating Regression Models appeared first on Analytics Vidhya.

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Beginner’s guide on How to Train a Classification Model with TensorFlow

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction In this article, we will cover everything from gathering data to preparing the steps for model training and evaluation. Deep learning algorithms can have huge functional uses when provided with quality data to sort through. Diverse fields such as sales forecasting and […].

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insightsoftware to Acquire Magnitude

Jet Global

Deal accelerates insightsoftware’s enterprise position in operational reporting by adding market-leading data analytics and integration products including SAP and Oracle ERP reporting solutions. RALEIGH, N.C. – October 28, 2021 – insightsoftware , a global provider of financial reporting and performance management solutions for the Office of the CFO, today announced it is acquiring Magnitude, a leader in operational reporting and continuous intelligence for data-driven enterprises.

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Predictions 2022: Successfully Riding The Next Wave Of AI

Srividya Sridharan

In 2022, AI will get more embedded, more responsible, and more creative. Learn why in Forrester's 2022 AI predictions.

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Going with the Flow (Since 2013)

Dataiku

Developing data science workflows can quickly become complex for data scientists and data engineers because of the variety of data sources, processing tools, and the growing number of tasks to be executed. In this blog post, I’ll explain how most data science tools on the market alleviate that complexity, with an emphasis on Dataiku’s unique way of providing a solution to this problem.

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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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Reinforcement Learning Introduction: Foundations and Use-Cases

Domino Data Lab

Introduction. When we think about learning, we are often tempted to focus on formal education that takes place during childhood and adolescence. We often think of textbooks, lectures, homework, and exams as the building blocks of the process of acquiring new knowledge, skills, and understanding. However, the ability to learn is not an ability exclusive to humans and certainly isn’t constrained to a strictly academic setting or to a certain period of a person’s life.

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GraphDB and metaphactory Part II: An RDF Database and A Knowledge Graph Platform in Action

Ontotext

In our previous post, we covered the basics of how the Ontotext and metaphacts joint solution based on GraphDB and metaphactory helps customers accelerate their knowledge graph journey and generate value from it in a matter of days. This post looks at a specific clinical trial scoping example, powered by a knowledge graph that we have built for the EU funded project FROCKG , where both Ontotext and metaphacts are partners.

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7 Important Machine Learning Algorithms

Domino Data Lab

At the core of every machine learning model are the algorithms that power them, consuming the data and providing you with the answers you need. In machine learning (ML) today, there are countless algorithms being used, each designed to find solutions to different problems. Before you can determine which algorithm, or algorithms, are going to do the job, it’s important to understand what your options are.

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Why Dashboard Visualization Matters in the 21st century?

FineReport

Data dashboard visualization plays a key role in business, whether about analysis or decision. It empowers every user to understand complex data in a visual way. Now, let’s explore the dashboard visualization! 1.What is Dashboard Visualization? A visualization dashboard refers to an interactive dashboard that allows the user to track key metrics via different marketing channels, visualize some data points, and create reliable reports for certain purposes.

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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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The Future Of BI: Augmented And Personalized

Boris Evelson

It seems like you can’t read a technology news article or talk to a technology vendor or a consultant without AI finding its way into the topic or the conversation. This is especially true for all topics around business intelligence (BI). Indeed, almost a third of enterprise data and analytics decision-makers reported in 2020 that […].

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Understanding Indian Cuisine: A data-driven study

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Indians love to eat, and the variety of food ensures that each part of India will surprise you with a new dish. The diversity in soil, climate, rainfall patterns, farming methods, ethnic groups, culture, occupation, etc of people across the country makes the […]. The post Understanding Indian Cuisine: A data-driven study appeared first on Analytics Vidhya.

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The Rising Need for Data Governance in Healthcare

Alation

Healthcare is changing, and it all comes down to data. Leaders in healthcare seek to improve patient outcomes, meet changing business models (including value-based care ), and ensure compliance while creating better experiences. Data & analytics represents a major opportunity to tackle these challenges. Indeed, many healthcare organizations today are embracing digital transformation and using data to enhance operations.