The CX Revolution:Implementing AI to Deliver Outstanding Customer ExperienceAtif M. BlockedUnblockFollowFollowingMay 23Artificial Intelligence (AI) has been around since a long…
Continue Readingcustomer
A Starbucks Case Study: Optimizing Customer-to-Promotion Match
A Starbucks Case Study: Optimizing Customer-to-Promotion MatchKeigo ItoBlockedUnblockFollowFollowingMay 19Photo Credit: Adrianna CalvoIntroductionSales campaigns are marketing tool used to boost short-term sales.…
Continue ReadingGet started with Object Oriented Programming in Python: Classes and Instances
Learn how to write a class and create instances in PythonEmilee SmithBlockedUnblockFollowFollowingMay 14There are a lot of articles popping up on…
Continue ReadingOverview of the different approaches to putting Machine Learning (ML) models in production
Evaluating and debugging real-time prediction models are significantly more complex to manage. They also require a log collection mechanism that…
Continue ReadingCapStone Project — Starbucks, An offer Customer cannot refuse!
CapStone Project — Starbucks, An offer Customer cannot refuse!Ambeek SharmaBlockedUnblockFollowFollowingApr 24Starbucks — Its an experience!The Big Question — What is the Problem?In today’s context, the bigger challenge is…
Continue ReadingHow to estimate the value of your customers the right way
How to estimate the value of your customers the right wayImplementing a probabilistic model for customer lifetime valueJosh TempleBlockedUnblockFollowFollowingMar 30When it comes…
Continue ReadingNetwork models for recommender systems
Network models for recommender systemsRoxana PamfilBlockedUnblockFollowFollowingMar 27Recommender systems have become ubiquitous in the Internet age; online users are presented with…
Continue ReadingJava Comparator
Sorted by first name"); for (Customer customer : customers) { System. out. println(customer. toString()); } }OutputBefore sortingCustomer{customerID=4, fName=Steve, lName=Pink}Customer{customerID=3, fName=Tim,…
Continue ReadingHow AI Can Transform Customer Experience By Listening Better to the Voice of Customers
In the backdrop of this development, it is pertinent to explore ways that such capabilities can be put to good…
Continue ReadingThe Fallacy of Big Data: Data Science and the Theory of “Jobs to Be Done”
Consider the case of one of this article’s coauthors, Clayton Christensen. He’s 64 years old. He’s six feet eight inches…
Continue ReadingChurn Prediction and Prevention in Python
And how would you know what to focus on if you wanted to keep them and how much you could…
Continue Reading“Above the Trend Line” – Your Industry Rumor Central for 3/4/2019
Let start with some new funding news … Splice Machine, a leading data platform for operational artificial intelligence (AI), announced…
Continue ReadingWill my Customer Come Back : Playing with CLV
Will my Customer Come Back : Playing with CLVDylan ValerioBlockedUnblockFollowFollowingJan 9I’ve been tinkering with customer lifetime value modeling the past few days…
Continue ReadingUnderstanding Customer Lifetime Value In Retail
Understanding Customer Lifetime Value In RetailHarminder PuriBlockedUnblockFollowFollowingFeb 26If you’re building a lifetime annual P&L for a company, a good starting point…
Continue ReadingWould this clothing fit me?
It is convenient, offers a wide selection of products and we get great deals. Retailers also benefit from the reach…
Continue ReadingWhere Are The Best Customers? Marketing Analytics in SQL and Python
Marketing Analytics in SQL and PythonRiley PredumBlockedUnblockFollowFollowingFeb 24I work in marketing so I wanted to explore how to use programming tools…
Continue ReadingAI & ML Revolution To Scale Customer Experience
AI & ML Revolution To Scale Customer ExperienceOleksii KharkovynaBlockedUnblockFollowFollowingFeb 20Usage of Artificial Intelligence and Machine Learning has grown expeditiously, with…
Continue ReadingHow we do Customer segmentation — Customer science & Analytics
How we do Customer segmentation — Customer science & Analyticspraveen govindarajBlockedUnblockFollowFollowingFeb 9In any sector, Customers are the king of the business life…
Continue ReadingIntroducing the AI Project Canvas
⬜️AI Project CanvasImagine the following scenario: You have a brilliant idea for a new AI project. To make it happen, you…
Continue ReadingTech Crystal Ball: How to Minimize Customer Churn with Predictive Analytics
By looking at heaps of data, your data analysis tool can pinpoint various associations which indicate a tendency to terminate…
Continue ReadingArticle | “The Most Important Data Science Tool for Market and Customer Segmentation”
K-means is a popular clustering algorithm for unsupervised machine learning. It groups similar data point into a predefined number of groups. Let me explain each…
Continue ReadingEffective Use of Big Data is the Key to Digital Business Success
Photo source: https://smallbiztrends. com/2016/08/q2-2016-ecommerce-trends. htm Amazon is great at turning data into a competitive advantage. In 2017, Amazon’s houseware sales…
Continue ReadingThe Most Important Data Science Tool for Market and Customer Segmentation
The Most Important Data Science Tool for Market and Customer SegmentationUse K-means and let AI advise you how many segments…
Continue ReadingUse Unsupervised Machine Learning To Find Potential Buyers of Your Products
multi_level = [] for column in df_copy.columns: if feat_info.loc[column].type == 'categorical' and len(df_copy[column].unique()) > 2: multi_level.append(column) for col in multi_level:…
Continue ReadingValidating Python Data with Cerberus
In order to validate the data coming in, we require a schema to define the validation rules.Defining the SchemaUnderstanding precisely how…
Continue Reading