Everything Data Analytics – Détails, épisodes et analyse

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[ Eps. 28 ] What is Data Quality?

Saison 1 · Épisode 28

jeudi 11 août 2022 • Durée 05:55

In the food industry, quality control ensures that the meat, bread, and other edible items reaching you are of the best quality. Companies use various ways to manage this, from developing fixed product formulations to standardizing manufacturing processes. By following these procedures, the quality of food is kept consistent and reliable for the consumers.

In the same way, companies also need to manage and control the quality of their data. This has become increasingly important due to the enormous amount of data that’s become available and accessible in the recent decade.

As a company’s datasets grow, it’s critical to ensure that they are consistent and accurate for analyses and insights. After all, data-driven decisions are only as good as the data itself. With datasets regarding customers, finance, operations, and sales comprising the core of most organizations, Data Quality and Data Quality Management only become more vital.

In this three-part series, we’ll be covering what Data Quality is, what Data Quality Management is, as well as why both are important.

Check out the video to learn more about What is Data Quality? : https://youtu.be/LnEzrC0FnZc

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[ Eps. 19 ] What is Data Mining

Saison 1 · Épisode 19

jeudi 9 septembre 2021 • Durée 05:53

When we think of mining, it sounds manual, tedious, and unfruitful — after all, hacking away at rock walls for hours on end hoping to find gold sounds like a lot of work for a very small reward.

Data Mining, however, is quite the opposite — without doing much work at all, you can reap rewarding results. That’s because we have modern solutions which do it for us.

These softwares can sift through terabytes of data within minutes, giving us valuable insights on patterns, journeys, and relationships in the data. So, let’s dive into what Data Mining is, how we do it, and what its examples look like.

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[ Eps. 18 ] Master Data Management

Saison 1 · Épisode 18

mardi 3 août 2021 • Durée 03:31

Master Data Management, also called MDM, is a technology-enabled discipline describing how businesses utilize IT tools and solutions to govern, manage, use, and share their data. As businesses scale and grow in size, the number of applications and systems used across the board will also grow. These additional databases cause a fracture in information as they create multiple versions of the same data, and there’s no way of pinpointing which version is outdated, incorrect, or incomplete. To resolve this problem, MDM ensures the uniformity, accuracy, stewardship, semantic consistency, and accountability of the shared Master Data assets. In short, MDM enables all the employees in a business to stay aligned. So let’s take a deep dive into what Master Data is, and how it fits into Master Data Management.

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[ Eps. 17 ] Type Of Data Management

Saison 1 · Épisode 17

mercredi 24 mars 2021 • Durée 06:06

Data Management is a set of practices that organize, refine, and store your data. These practices are broken down into 7 key types. Their collective goal is to produce data that is accurate, consistent, accessible, usable, and secured, rendering it conducive for data analytics and reporting down the line.

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[ Eps. 16 ] Example of Deep Learning

Saison 1 · Épisode 16

vendredi 19 mars 2021 • Durée 01:20

Deep Learning has substantially impacted the way technology is leveraged across various sectors and industries.

Chatbots have become integral to more and more service industries every day. Deep Neural Networks have rendered this possible, allowing Deep Learning to decipher, understand, and address the intent of the customer on the other end.

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[ Eps. 15 ] Definition of Deep Learning

Saison 1 · Épisode 15

vendredi 19 mars 2021 • Durée 02:43

AI technologies have gone as far as giving computers the ability to observe data, recognize patterns, predict future outcomes, and take action. Deep Learning is one of the key derivatives of AI – and with its smart-computing and self-learning abilities, it’s paving the way for the next digital revolution across a myriad of industries.

So, what exactly is Deep Learning? Deep Learning is a complex form of Artificial Intelligence that enables machines to process data and learn logical conclusions in a way that mimics the thought process of a human.

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[ Eps. 14 ] Types of Machine Learning

Saison 1 · Épisode 14

lundi 22 février 2021 • Durée 04:19

Machine Learning in itself is very complex and can be broken down differently depending on its variations. Generally, it is divided into categories according to their purpose. These are:

· Supervised Learning

· Unsupervised Learning

· Reinforcement Learning

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