Mastering Data Analysis | Optimizing E-Commerce Promotions with Data Analysis: A Step-by-Step Guide

Mastering Data Analysis | Optimizing E-Commerce Promotions with Data Analysis: A Step-by-Step Guide

AI Sciences

1 месяц назад

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Course link: https://aicourse.thinkific.com/courses/excel-and-power-bi-for-data-analysis-from-basics-to-brill
In this video, we explore how data analysis can transform your e-commerce business by optimizing promotion strategies.Join us as we follow Adam, a data analyst, through a structured 7-step approach to understanding customer purchase behavior.

📊 Data Collection: Gathering vital customer transaction data, including age, gender, location, purchase history, spending patterns, and website interactions.

🧹 Data Cleaning: Removing inconsistencies, handling missing values, and eliminating duplicate entries to ensure data accuracy.

📈 Data Analysis: Understanding the distribution of purchase amounts and analyzing correlations between variables such as age and spending.

🧩 Customer Segmentation: Grouping customers based on similarities like spending habits, promotion response, and product category engagement.

🔍 Behavior Analysis: Identifying trends within specific age groups and product categories to tailor promotions effectively.

💡 Decision Making: Providing data-driven recommendations to the marketing team to optimize campaign targeting and improve customer engagement.

🔄 Iterative Improvement: Continuously adapting strategies based on new data to stay ahead of changing customer behaviors and market trends.

Learn how to leverage data to boost your e-commerce sales and enhance customer satisfaction. Don't forget to like, comment, and subscribe for more insights into data-driven marketing strategies!
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AI Sciences is an e-learning company; the company publishes online courses and books about data science and computer technology for anyone, anywhere.


We are a group of experts, Ph.D. students, and young practitioners of artificial intelligence, computer science, machine learning, and statistics. Some of us work for big-name companies like Google, Facebook, Microsoft, KPMG, BCG, and Mazars.


We decided to produce courses and books mainly dedicated to beginners and newcomers on the techniques and methods of machine learning, statistics, artificial intelligence, and data science. Initially, our objective was to help only those who wish to understand these techniques more easily and to be able to start with less theory or lengthy reading. Today, we publish more complete books on selected topics for a wider audience.



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Тэги:

#ECommerce #Data_Analysis #Customer_Behavior #Marketing_Strategy #Data_Driven #Promotion_Optimization #Customer_Segmentation #ECommerce_Tips #Digital_Marketing #Data_Science #Marketing_Analytics #Online_Shopping #Customer_Insights #Consumer_Trends #Retail_Analytics #Customer_Retention #Customer_Journey #Shopping_Cart_Analysis #Data_Visualization #Data-Driven_Decisions #Business_Analytics #ecommerce_tips #Mastering_Data_Analysis_| #Optimizing_E-Commerce_Promotions
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