Thu.Dec 02, 2021

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How do Neural Networks really work?

Analytics Vidhya

This article was published as a part of the Data Science Blogathon The math behind Neural Networks Neural networks form the core of deep learning, a subset of machine learning that I introduced in my previous article. People exposed to artificial intelligence generally have a good high-level idea of how a neural network works?—?data is passed […].

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2021: A Year Full of Amazing AI papers — A Review

KDnuggets

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code.

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Application of Tree-Based Models for Healthcare analysis – Breast Cancer Analysis

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview Decision trees for healthcare analysis are the most widely used machine learning algorithms used for both classification and regression tasks. These are powerful algorithms that can fit complex data. These algorithms form the basis of ensemble algorithms in machine learning.

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Enhance Your Data Mining Career

KDnuggets

UC San Diego Extension’s certificate in Data Mining is a five course, 15-unit program, that can be completed in as little as one year. Upon completion, you will be equipped with the necessary skills to make data-driven decisions in any industry. Find out more today.

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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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Dependency Parsing in Natural Language Processing with Examples

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Pure Language Processing is an interdisciplinary concept that uses the fundamentals of computational linguistics and Synthetic Intelligence to understand how human languages interact with technology. To apply NLP to real-world scenarios, it is necessary to have a thorough grasp of various terminology […].

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How Does One Acre Fund Use Dataiku to Increase Its Operational Efficiency in East Africa?

Dataiku

In this article, you will see how One Acre Fund , an agriculture non-profit based in East Africa, leverages Dataiku’s end-to-end data science capabilities to increase its operational efficiency by identifying farmers at risk of defaulting on their seasonal loans.

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Avoid These Mistakes with Time Series Forecasting

KDnuggets

A few checks to make before training a Machine Learning model on data that could be random.

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Evaluating A Classification Model for Data Science

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Introduction to Evaluation of Classification Model As the topic suggests we are going to study Classification model evaluation. Before starting out directly with classification let’s talk about ML tasks in general. Machine Learning tasks are mainly divided into three types Supervised Learning — […].

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From Disparate Data to Visualized Knowledge Part III: The Outsider Perspective

Ontotext

In our previous blog posts of the series, we talked about how to ingest data from different sources into GraphDB , validate it and infer new knowledge from the extant facts as well as how to adapt and scale our basic solution. But a successful system would eventually have to “graduate” out of the internal development stage and get to be used in the wider world.

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CDW Completes Acquisition of Sirius Computer Solutions

CDW Research Hub

LINCOLNSHIRE, Ill.–(BUSINESS WIRE)– CDW Corporation (Nasdaq: CDW) (“CDW” or “Company”), a leading multi-brand provider of information technology solutions to business, government, education and healthcare customers in the United States, the United Kingdom and Canada, today announced that it has completed the acquisition of Sirius Computer Solutions, Inc.

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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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New Content Structure

The Data Visualisation Catalogue

Recently I’ve been thinking about changing the content structure of each chart/visualisation reference page. This has come about from reading through the site and finding a lot of the current content to be dated. Of course, this is probably due to my knowledge and understanding of data visualisation having increased over the years. So naturally, any content that I had written back then would not have been as well informed.

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Modernize Your Data Architecture with Data Virtualization

Data Virtualization

The pandemic has forever changed the way we live and do business. Practically overnight, organizations have been forced to adapt by modernizing their data architecture to support new types of analysis and new ways to connect to data. To gain. The post Modernize Your Data Architecture with Data Virtualization appeared first on Data Virtualization blog.

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Tableau Developer

TreehouseTechGroup

Overview: Treehouse is currently seeking a Tableau Developer to perform analytics and data visualization services using Tableau Server, Tableau Desktop, and Prep Builder. Details: Estimated Duration of Project: 2-3 Months Work location: Remote, Boston, Austin, and Las Vegas options Responsibilities: Serve as Tableau developer and Subject Matter Expert (SME) Create interactive filters, parameters, and calculations… The post Tableau Developer appeared first on Treehouse Tech Group.

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Modernize Your Data Architecture with Data Virtualization

Data Virtualization

The pandemic has forever changed the way we live and do business. Practically overnight, organizations have been forced to adapt by modernizing their data architectures to support new types of analysis and new ways to connect to data. To gain. The post Modernize Your Data Architecture with Data Virtualization appeared first on Data Virtualization blog.

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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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Technical QA Engineer

TreehouseTechGroup

Overview: Treehouse Technology Group (TTG) is looking for a self-motivated Technical QA Engineer to provide ongoing support for custom software and software integration projects. This position will be maintaining test plans and performing testing for business intelligence, analytics, and dashboarding projects across a variety of industries. We love all-things-data here at TTG and we are… The post Technical QA Engineer appeared first on Treehouse Tech Group.

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How to Use Permutation Tests

KDnuggets

A walkthrough of permutation tests and how they can be applied to time series data.

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Data Engineer (DBT)

TreehouseTechGroup

Overview: As a Data Engineer, you will work with stakeholders and the internal development team to guide the technical development of enterprise data solutions. The Data Engineer is a combination of a business and technical customer-facing role that will be accountable for the end-to-end customer data architecture, development, deployment, and support.

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Create your Private Data Warehousing Environment Using Azure Kubernetes Service

Cloudera

For Cloudera ensuring data security is critical because we have large customers in highly regulated industries like financial services and healthcare, where security is paramount. Also, for other industries like retail, telecom or public sector that deal with large amounts of customer data and operate multi-tenant environments, sometimes with end users who are outside of their company, securing all the data may be a very time intensive process.

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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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Data Engineer (Python & AWS Cloud)

TreehouseTechGroup

Overview: As a Data Engineer, you will work with stakeholders and the internal development team to guide the technical development of enterprise data solutions. The Data Engineer is a combination of a business and technical customer-facing role that will be accountable for the end-to-end customer data architecture, development, deployment, and support.

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Benefits of SMS for Data-Driven Marketing Strategies

Smart Data Collective

Big data is a gamechanger for the marketing sector. We have talked about the benefits of using big data in online marketing. However, there are other reasons to use big data to make the most of your marketing strategy. One often overlooked opportunity to leverage big data is in the context of SMS marketing. More companies are using SMS to expand their reach and capture a larger share of the market.

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How to Create a Manufacturing Dashboard Template (Step by Step Guide)

FineReport

Manufacturing dashboards, or sometimes, we say production dashboards, monitor the most important KPIs in the manufacturing process. With the coming of industry 4.0, the production dashboard seems vital for companies to command their manufacturing operations and to realize the value of data. Definition of Manufacturing Dashboard. The manufacturing dashboard contains critical indicators that are important for companies to evaluate the performance of manufacturing.

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How a Strong Data Culture Transformed Vattenfall into a Data-driven Organization

Alation

By Sebastian Kaus, Data Governance Lead, Vattenfall. 5-minute read. Sebastian Kaus is an engineer and Data Governance Lead at Vattenfall, a leading European energy company. He helps people work more efficiently by bridging the gap between conventional engineering disciplines and innovative data-driven approaches. In this blog, Sebastian shares how Vattenfall uses Alation to promote data culture as they evolve into a data-driven organization.

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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.