AI in Marketing

What is Named Entity Recognition (NER): Benefits, Use Cases

Named Entity Recognition (NER) is a field of computer science and natural language processing that deals with the identification and classification of named entities in text. The aim is to automatically extract information from unstructured text such as people's names, of organizations, locations, and so on.

| 01 Jul 2022

The Role of Artificial Intelligence in Customer Experience

Customer service is one area where artificial intelligence (AI) can be utilized to the utmost. Businesses that value customer service should integrate AI into their strategies to make customer service better. Tools like these can be found online and can be used to facilitate customer interaction while the buyers browse websites, make purchases, and communicate with businesses via social media platforms.

| 07 Feb 2022

Machine Learning Solutions for Cold Start Problem in Recommender Systems

Study the past to know the future – Confucius. While building product recommenders, the cold start is one of the biggest challenges that developers face, in addition to others such as data scarcity, scalability, and diversity. Read this blog to know more about Machine L

| 30 Jul 2021

Using Machine Learning to Grow Customer Lifetime Value (1 of 2)

Using Machine Learning To Grow Customer Lifetime Value (1 of 2) In today’s customer-centric market, it’s very important to get to know a customer’s lifetime value (CLV). Customer Lifetime Value helps businesses concentrate their activities around their most “profita

| 10 Jun 2021

What is Machine Learning and Machine Learning Techniques: A Complete Guide

Analyzing data in order to find patterns and apply these findings to business goals is the most general definition of data analytics. In the past few years, the flow of data into enterprises has grown exponentially, making it difficult to analyze data using traditional statistical methods. Data analytics can now overcome this hurdle by incorporating machine learning, an aspect of artificial intelligence. By building efficient algorithms, machine learning automates the process of data analysis, revealing hidden patterns and insights.

| 09 Jun 2021

AI Model Developed to Detect Sarcasm in Social Media Text As Part of Sentiment Analysis

Sarcasm Sentiment Analysis: AI Model to Detect Sarcasm in Social Media What is Sarcasm Sentiment Analysis (sarcastic sentiment detection)? Sentiment analysis of social media means just that – to use data to understand what people feel or think about your product, servic

| 11 May 2021

The Rise of Commercial Artificial Intelligence in BI

The Rise of Commercial Artificial Intelligence in BI Even as global businesses continue to embrace big data and data analytics, the challenge many faces is: how to derive the most value from the big data. The latter refers to very large sets of data that cannot be handled

| 26 Oct 2020

How to Find Outliers in Data using Machine Learning

How to Find Outliers in Data using Machine Learning No matter how careful you are during data collection, every data scientist has felt the frustration of finding outliers. An outlier is a data point that is noticeably different from the rest. They represent errors in mea

| 11 Sep 2020

How To Use Machine Learning In Predictive CLV Models (2 of 2)

In the first post on this topic, we defined customer lifetime value (CLV) and learned about customer lifetime value models. How to use machine learning in predictive CLV models (Customer Lifetime Value Prediction Model). In this post, we’ll learn how machine learning

| 22 Apr 2020