Data Analytics and Applications in the Fashion Industry (Udemy.com)
Learn Data Analytics and Business Analysis for the Fashion Industry. Build a Smart and Data-driven Fashion Company!
Created by: 365 Careers
Last updated April 2021
What you will learn
- How to apply data analytics in real-life
- How data can help a fashion business
- Industry-specific application of data analytics principles
- Fashion analytics
- Product recommendations
- Consumer-driven marketing
- Digital & web analytics
- Integrated demand forecasting
- Supply chain analytics for fashion companies
- Store localization, clustering, and in-store optimization
- Pricing optimization
- AI for uncovering fashion trends
- How to build a dashboard for a fashion company in Tableau
How it compares
Against the other 371 rated Udemy courses in Data Analysis on CourseDuck:
- Rating4.7 out of 5higher than 91% of them
- Reviews839#154 of 372 by number of reviews
- Length3.3 hoursshorter than 60% of them
- Last updatedApril 2021earlier than 83% of them
Course Description
Business analytics and AI are two of the hottest topics in the fashion industry.
Not only that: the global brands that rely on intelligent data collection and processing have a strong competitive advantage over the ones that are data blind.
And this shouldn’t come as a surprise, right?
We live in the 2020s.
Today, in almost all industries, the most successful businesses leverage user data to extract meaningful insights and tailor their products to satisfy user wants and needs.
Netflix recommends to us the movies and TV series we want to see next.
Instagram knows which photos we want in our feed.
So… naturally … fashion brands would want to know which clothes we want to wear, what impact the discounts have on us, and how likely it is that we’ll return after our first purchase.
Top executives understand long-term gains in the fashion industry aren’t about one-off transactions. Instead, successful brands want to win us over for the long run. The best way to do that is by employing a strategy centered around hyper-personalization. This means leveraging analytics, data science, and AI to deliver a first-rate experience that will make us a repeated customer.
Pretending that current fashion trends are the same as they were a decade ago is as detrimental as operating without leveraging insights from data. The best brands will surpass you because they will:
Price items correctly
Know when to discount an item
Recommend the right items
Excel at engaging customers online
Stock the right styles
Be able to choose the right colors, fabrics, and sizes
Supply stores on time and efficiently
The goal of this course is to help you learn about analytics in the fashion industry. We want to help you understand the ways in which different types of analysis can be applied in the fashion world and why that would be helpful in practice.
To provide invaluable insights that correspond to the best practices in the industry, we partnered with an experienced executive who’s worked with some of the biggest brands in the industry. His current work contract doesn’t allow us to share more info. However, his working title as Director of Data and Analytics for one of the biggest companies in the industry speaks volumes of his expertise of the topics we’ll cover together.
This course is an invaluable opportunity for anyone who works in fashion or who wants to work in fashion and become a high-level executive. Moreover, the course can also be useful to data practitioners who would like to specialize/get hired in the fashion industry. Some of the interesting topics we will cover are:
Product recommendations
Consumer-driven marketing
Digital & web analytics
Integrated demand forecasting
Supply chain analytics for fashion companies
Store localization, clustering, and in-store optimization
Pricing optimization, and
AI for uncovering fashion trends
This course offers tremendous upside for the time you will dedicate to it. Not only can it be career-changing if you work in fashion, but it can also inspire you to transform your business if you’re a fashion entrepreneur who wants to succeed in the years to come.
Instructor Details
- 4.7 Rating
839 Reviews
365 Careers
365 Careers is the #1 best-selling provider of business, finance, data science and AI courses on Udemy. The company’s courses have been taken by more than 4,000,000 students in 210 countries. People working at world-class firms like Apple, PayPal, and Citibank have completed 365 Careers trainings.
Currently, 365 focuses on the following topics on Udemy: 1) Finance – Finance fundamentals, Financial modeling in Excel, Valuation, Accounting, Capital budgeting, Financial statement analysis (FSA), Investment banking (IB), Leveraged buyout (LBO), Financial planning and analysis (FP&A), Corporate budgeting, applying Python for Finance, Tesla valuation case study, CFA, ACCA, and CPA
2) Data science – Statistics, Mathematics, Probability, SQL, Python programming, Python for Finance, Business Intelligence, R, Machine Learning, TensorFlow, Tableau, the integration of SQL and Tableau, the integration of SQL, Python, Tableau, Power BI, Credit Risk Modeling, and Credit Analytics, Data literacy, Product Management, Pandas, Numpy, Python Programming, Data Strategy
3) Entrepreneurship – Business Strategy, Management and HR Management, Marketing, Decision Making, Negotiation, and Persuasion, Tesla's Strategy and Marketing
4) Office productivity – Microsoft Excel, PowerPoint, Microsoft Word, and Microsoft Outlook
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Reviews
By Elle Warner on 7/2/2026
This was a very good overview and helped to contextualize where and how data analytics means fashion. I am really enjoying the course and am glad that I chose this as my introduction to data analytics.
By MAYRA CHAVEZ on 4/3/2025
It is interesting to know about other industries and how the apply analytics and other skills to grow the bussiness
By Fiorella Liviero on 6/3/2024
I was always interested in this topic and so happy to have learned more about data analytics in the fashion industry
By Doga on 8/18/2023
For the first chapters, it was really theoretical and a bit boring to catch up. For the last chapter and also the case study, I can say I enjoyed really much, I also read so many comments about the people who take the course can't open the datas for the case but it wasn't an issue for me! I think this course can be improved in many ways.
By Uzodinma Olisadubem Chosen on 6/12/2023
I have always liked data and it's importance to any business or industry and seeing it being applied to fashion is amazing. I liked the course. I wish they were more modules.
By Zakaruia Ben Salem on 7/6/2022
yes it was very informative as an it profesional calibrating my sskills to meet future IT demand IN THe FASHION Iindustry
By Lee Wanyi on 7/25/2021
The content is rolling Too fast, and when adjusting the speed of the video, there’s only 0.75x and a lower one to choose, which then make the video rolling too slow... could there be a 0.95x, 0.9x, 085x, or even a 0.8x speed level for us to choose? Thank you!
By Daryl Beecham on 5/19/2021
I enjoyed this course and learned a great deal about Data Analytics as it is applied to today's fashion industry.
By Venita L on 4/24/2021
Very informative and thorough explanations of how analytics is used in the Fashion Industry. I was able to easily following allow with each module, and each section was broken down in time frames that were doable. I also loved the Tableau presentation at the end.
By Nectarios Walter Obunga on 3/30/2021
This course is a good match for me. I am thinking of opening an online and brick and mortar fashion store even though I do not have a background in fashion. Already the approach of this course is precise and to the point, making it easy to grasp the technical part of operating such a business. In addition, the course gives real and practical business examples that are utilizing digital marketing and analytics to stay competitive while at the same time meeting customers expectations.
Quality Score
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Overall Score : 94 / 100












