Data Sourcing&Acquisition

Learn the Process of Data Sourcing and Preparation to Model Deployment

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learn Data collection and preparation to model deployment

Applying Kaizen & 5S Principles to External Data Acquisition

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The key to solving any analytical problem is to have the right data. Data is an asset. One that forward-thinking organizations seek out just as actively as they would revenue streams or new…

Data Understanding for Machine Learning: Assessment & Exploration

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Quality data is fundamental to any data science engagement. To gain actionable insights, the appropriate data must be sourced and cleansed. There are two key stages of Data Understanding: a Data…

Data Science for Sustainable Sourcing

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How can you use Data Science to select the best suppliers considering indicators for sustainability and social indicators? (Image by Author) Sustainable sourcing is the process of integrating social,...

Data Pipeline Engineering Towards High Data Availability

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Extracting insights and making predictions from data are my primary goals, however, before I can get value from data, I first need to acquire data from data warehouse. Usually the data I need is not…

What is Data Extraction and Data Wrangling

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Data sources can be from the portal, apps, Excel, Google Sheets, API, CSV, Server. What data do we need to do preprocessing? The real-world data is dirty (incomplete, noisy, inconsistent), and…

An Introduction to Practical Data Scraping

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What do stockbrokers, supply chain managers, computer vision researchers, and advertisement agencies all have in common? They need data. Lots of data. Whether to forecast customer demand, detect…

Where do you get your data?

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Here’s a question I get fairly frequently from various types of people: Where do you get your data? This is sometimes followed up quickly with “Can we use some of your data?” My contention is that if ...

Data Scraping and Analysis using Python

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Data Scraping is a technique to retrieve large amounts of data from the internet. This technique is highly useful in competitive pricing. To check what our product’s optimal price should be we can…

Extract & Load, Transform, Learn, and Serve — Getting Value from Data

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Every company wants to deliver high-value data insights, but not every company is ready or able. Too often, they believe the marketing hype around point-and-click, no-code data connectors. Just set…

Discovery of Data Analysis

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Data and information are one of the most strategic instruments of an organization. If a business understands and processes its data correctly, it can use it to improve its processes. Data directly…

Contract Awards Data Analyze

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The World Bank Group’s Corporate Procurement Unit is responsible for the coordination and oversight of the sourcing strategy, selection, and contract execution for goods, services, construction, and…