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Igor Bobriakov's Blog (53)

Fighting Overfitting in Deep Learning

Problem

While training the model, we want to get the best possible result according to the chosen metric. And at the same time we want to keep a similar result on the new data. The cruel truth is that we can’t get 100% accuracy. And even if we did, the result is still not…

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Added by Igor Bobriakov on December 6, 2019 at 9:00am — No Comments

Top 7 Data Science Use Cases in Administration

A successful business requires new approaches to data management in this age. Modern advances in data science area provide an efficient solutions for numerous use cases.

Data science embraces a broad spectrum of tasks in the sphere of…

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Added by Igor Bobriakov on November 27, 2019 at 6:27am — No Comments

Top 7 Data Science Use Cases in Trust and Security

Introduction 

What are trust and safety? What is the role of trust and security in the modern world?

We often come across this word combination ‘Trust…

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Added by Igor Bobriakov on November 19, 2019 at 6:30am — No Comments

Top 8 Data Science Use Cases in Marketing

Introduction

In this article, we want to highlight some key data science use cases in marketing.

As far as the key aim of data science is to turn data into actionable insights the marketing sphere…

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Added by Igor Bobriakov on November 13, 2019 at 7:00am — No Comments

Data science for managers: Programming languages

Programming languages are a tool for the realization of many powerful data science applications. But, there are so many of them and it has become confusing to choose the optimal one for your specific project. In this article, we are going to talk about popular languages for…

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Added by Igor Bobriakov on November 12, 2019 at 12:00pm — No Comments

Top 8 Data Science Use Cases in Sales

In the times when data is of extreme value, industries cannot afford to ignore it. The only right choice for them is to find new ways to use data for their benefit.

These words have become a motto for the sales industry along with the others. As far as the feature of the…

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Added by Igor Bobriakov on November 10, 2019 at 10:31pm — 1 Comment

Top 8 data science use cases in Support

Actually the unlocking of hidden benefits and true potential of the data is an essential task for business. Also, customers` satisfaction appears to be a pushing force for evolution of services and products. If you have loads of customer data available for analysis the work on the improvement of the customers` satisfaction…

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Added by Igor Bobriakov on October 20, 2019 at 9:52pm — No Comments

Top 6 Data Science Use Cases in Design

Nowadays, industries are privileged by the opportunity to apply data science to reach new heights in their efficiency, productiveness, and overall success. The range of these opportunities is pervasive starting with advanced calculations for the business to customer service…

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Added by Igor Bobriakov on October 3, 2019 at 3:17am — No Comments

Top 12 Data Science Use Cases in Government

Introduction

Big data analytics has been applied to different spheres of human life. One of the best features of data analytics is its adaptability and wide application specter. We have come through the whole series of articles concerning data science application in various spheres that are…

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Added by Igor Bobriakov on September 24, 2019 at 6:31am — No Comments

Artificial Intelligence vs. Machine Learning vs. Deep Learning: What is the Difference?

In fact, the business plans of the next 10,000 startups are easy to forecast: Take X and add AI. Find something that can be made better by adding online smartness to it

Kevin Kelly, The Inevitable: Understanding the 12 Technological Forces That Will Shape Our…
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Added by Igor Bobriakov on August 15, 2019 at 9:49pm — No Comments

Top 8 Data Science Use Cases in Construction

Introduction

With every article, we keep proving that data science has found broad application in numerous business areas. Now, the turn came to the construction industry as well. The world is overloaded with data. It results in a steady improvement in…

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Added by Igor Bobriakov on July 5, 2019 at 5:00am — No Comments

Top 10 Data Science Use Cases in Energy and Utilities

The energy sector is under constant development, and more of significant inventions and innovations are yet to come. The energy use has always been involved in other industries like agriculture, manufacturing, transportation, and many others. Thus these industries tend to enlarge…

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Added by Igor Bobriakov on July 4, 2019 at 10:00pm — 1 Comment

Data Science vs. Decision Science [Infographic]

Data science has become a widely used term and a buzzword as well. It is a broad field representing a combination of multiple disciplines. However, there are adjacent areas that deserve proper attention and should not be confused with data science.…

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Added by Igor Bobriakov on April 17, 2019 at 1:30am — No Comments

Top 8 Data Science Use Cases in Gaming

The gaming industry is on its rise nowadays. With more than 2 billion players all over the world gaming industry is a resource of enormous revenues and…

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Added by Igor Bobriakov on March 31, 2019 at 10:00pm — No Comments

Kafka Monitoring with Prometheus, Telegraf, and Grafana

Kafka monitoring is an important and widespread operation which is used for the optimization of the Kafka deployment. This process may be smooth and efficient for you by applying one of the existing monitoring solutions instead of building your own. Let’s say, we use solution with Apache Kafka for message transfer and…

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Added by Igor Bobriakov on March 29, 2019 at 6:00am — No Comments

Intro to Grafana: Installation, Configuration, and Building the First Dashboard

Grafana is an open-source, nightly built dashboarding, analytics, and monitoring platform that is tinkered for connection with a variety of sources like Elasticsearch, Influxdb, Graphite, Prometheus, AWS Cloud Watch, and many others.

One of the biggest highlights of Grafana…

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Added by Igor Bobriakov on March 18, 2019 at 10:13pm — No Comments

Top 8 Data Science Use Cases in Manufacturing

The manufacturing business faces huge transformations nowadays. Due to rapid development of digital world and broad application of data science, various fields of human activity seek improvement. Modern manufacturing is often referred to as industry 4.0 that is the manufacturing under conditions of the fourth industrial…

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Added by Igor Bobriakov on March 18, 2019 at 9:08am — No Comments

How to Choose the Right Chart Type [Infographic]

The chart is a visual representation of data in a clear and simple manner. This type of visualization is often used to increase the level of comprehension, especially in cases of patterns, trends, and interconnections. Building chart is an integral part of data analysis. It helps to decide how to analyze data, how it is…

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Added by Igor Bobriakov on February 28, 2019 at 5:22am — No Comments

Top 7 Data Science Use Cases in Travel

Data science has brought new marvelous opportunities to many industries. Along with these possibilities it has also brought constant changes and challenges. Travel and tourism industry is no exception here.…

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Added by Igor Bobriakov on February 20, 2019 at 6:17am — No Comments

Intro to Robotic Process Automation

Majority of modern companies deal with processes which they want to be automated. This need can be caused by various reasons, in particular, due to the routine, repetitive and boring nature of manual processes. Another shortcoming is that such processes often require a lot of time and human resources; additionally, office…

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Added by Igor Bobriakov on February 5, 2019 at 2:32am — No Comments

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