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Kateryna Lytvynova
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  • Kharkiv
  • Ukraine
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Kateryna Lytvynova posted a blog post

How Retailers Use Artificial Intelligence to Innovate Customer Experience and Enhance Operations

Digitalization influences how businesses operate and build and maintain relationships with customers. With the internet open 24/7, consumers can save time and shop online at their convenience. In 2017, global eCommerce sales accounted for 10.2 percent of all retail sales ($2.3 trillion US). This figure is projected to reach 17.5 percent in 2021. Revenue from eCommerce sales is expected to grow to $4.88 trillion US.…See More
Jul 5
Amilcar Blake liked Kateryna Lytvynova's blog post Reinforcement Learning Explained: Overview, Comparisons and Applications in Business
Jul 2
Tauheedul Ali liked Kateryna Lytvynova's blog post Price Forecasting: Applying Machine Learning Approaches to Electricity, Flights, Hotels, Real Estate, and Stock Pricing
May 25
Kateryna Lytvynova posted a blog post

Price Forecasting: Applying Machine Learning Approaches to Electricity, Flights, Hotels, Real Estate, and Stock Pricing

When you give customers advice that can help them save some money, they will pay you back with loyalty, which is priceless. Interesting fact: Fareboom users started spending twice as much time per session within a month of the release of an airfare price forecasting feature. This tool continues to grow conversion for our partner.Besides travel, price predictions find their application in various scenarios. Commodity traders, investors, construction developers, or energy generators use estimates…See More
May 23
Scott Mongeau liked Kateryna Lytvynova's blog post Reinforcement Learning Explained: Overview, Comparisons and Applications in Business
Apr 22
Kateryna Lytvynova's blog post was featured

Reinforcement Learning Explained: Overview, Comparisons and Applications in Business

Imagine you’re completing a mission in a computer game. Maybe you’re going through a military depot to find a secret weapon. You get points for the right actions (killing an enemy) and lose them for the wrong ones (falling into a pit or getting hit). If you’re playing on high difficulty, you might not conclude this task in just one attempt. Try after try, you learn which consecutive actions are needed to get out of a location safe, armed, and equipped with bonuses like extra health points or…See More
Apr 18
Muhammad Aqil R. Khan liked Kateryna Lytvynova's blog post Best Machine Learning Tools: Experts’ Top Picks
Feb 3
Kateryna Lytvynova posted a blog post

How to Choose Fraud Detection Software: Features, Characteristics, Key Providers

As we make more cashless payments for retail purchases, restaurants, and transportation – not to mention the increase in online shopping – wallets loaded with legal tender may become a thing of the past. According to 2018 research by BigCommerce, software vendor and Square payment processing solution provider, 51 percent of Americans think that online shopping is the best option. Last year, 1.66 billion people worldwide bought goods online. And the number of digital buyers is expected to exceed…See More
Dec 20, 2018
Kateryna Lytvynova posted a blog post

Sentiment Analysis: Types, Tools, and Use Cases

What do you do before purchasing something that costs more than a pack of gum? Whether you want to treat yourself to new sneakers, a laptop, or an overseas tour, processing an order without checking out similar products or offers and reading reviews doesn’t make much sense anymore. Thanks to comment sections on eCommerce sites, social nets, review platforms, or dedicated forums, you can learn a ton about a product or service and evaluate whether it’s a good value for money. Other customers,…See More
Nov 1, 2018
Kateryna Lytvynova's blog post was featured

Sentiment Analysis: Types, Tools, and Use Cases

What do you do before purchasing something that costs more than a pack of gum? Whether you want to treat yourself to new sneakers, a laptop, or an overseas tour, processing an order without checking out similar products or offers and reading reviews doesn’t make much sense anymore. Thanks to comment sections on eCommerce sites, social nets, review platforms, or dedicated forums, you can learn a ton about a product or service and evaluate whether it’s a good value for money. Other customers,…See More
Nov 1, 2018
Tim Matteson liked Kateryna Lytvynova's blog post Best Machine Learning Tools: Experts’ Top Picks
Jul 16, 2018
Kateryna Lytvynova posted a blog post

Best Machine Learning Tools: Experts’ Top Picks

The best trained soldiers can’t fulfill their mission empty-handed. Data scientists have their own weapons — machine learning (ML) software. There is already a cornucopia of articles listing reliable machine learning tools with in-depth descriptions of their functionality. Our goal, however, was to get the feedback of industry experts.And that’s why we interviewed data science practitioners — gurus, really —regarding the useful tools they choose for theirprojects. The specialists we contacted…See More
Jul 14, 2018

Profile Information

Short Bio
Kateryna is a tech journalist at AltexSoft where she writes about machine learning, data science, and technology applications in business
My Web Site Or LinkedIn Profile
http://https://www.linkedin.com/in/ekaterina-litvinova-6070a7122/
Field of Expertise
Data Science, Machine Learning, AI, Deep Learning, Blockchain
Your Job Title:
Tech Writer
Interests:
Contributing

Kateryna Lytvynova's Blog

How Retailers Use Artificial Intelligence to Innovate Customer Experience and Enhance Operations

Posted on July 4, 2019 at 6:00am 0 Comments

Digitalization influences how businesses operate and build and maintain relationships with customers. With the internet open 24/7, consumers can save time and shop online at their convenience. In 2017, global eCommerce sales accounted for 10.2 percent of all retail sales ($2.3 trillion US). This figure is projected to reach 17.5 percent in 2021. Revenue from eCommerce sales is expected to grow to $4.88 trillion US.…

Continue

Price Forecasting: Applying Machine Learning Approaches to Electricity, Flights, Hotels, Real Estate, and Stock Pricing

Posted on May 22, 2019 at 7:30am 0 Comments

When you give customers advice that can help them save some money, they will pay you back with loyalty, which is priceless. Interesting fact: Fareboom users started spending twice as much time per session within a month of the release of an airfare price forecasting feature. This tool continues to grow conversion for our partner.

Besides travel, price predictions find their application in various scenarios. Commodity traders, investors, construction developers, or energy generators…

Continue

Reinforcement Learning Explained: Overview, Comparisons and Applications in Business

Posted on April 18, 2019 at 2:00am 0 Comments

Imagine you’re completing a mission in a computer game. Maybe you’re going through a military depot to find a secret weapon. You get points for the right actions (killing an enemy) and lose them for the wrong ones (falling into a pit or getting hit). If you’re playing on high difficulty, you might not conclude this task in just one attempt. Try after try, you learn which consecutive actions are needed to get out of a location safe, armed, and equipped with bonuses like extra health points or…

Continue

How to Choose Fraud Detection Software: Features, Characteristics, Key Providers

Posted on December 19, 2018 at 1:00am 0 Comments

As we make more cashless payments for retail purchases, restaurants, and transportation – not to mention the increase in online shopping – wallets loaded with legal tender may become a thing of the past. According to 2018 research by BigCommerce, software vendor and Square payment processing solution provider, 51 percent of Americans think that online shopping is the best option. Last year, 1.66 billion people worldwide bought goods online. And the…

Continue

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