What is Supply Chain Analytics?
Understand how data analytics can improve operational efficiency by enabling data-driven diagnostics and decisions at strategic and operational levels.
In this video, we'll introduce the different types of Supply Chain Analytics: Descriptive Analytics, Diagnostic Analytics, Predictive Analytics and Prescriptive Analytics.
Chapters
00:00 Intro
00:32 Definition of a Supply Chain
01:17 Types of Supply Chain Analytics
01:51 Descriptive Analytics
02:28 Diagnostic Analytics
03:13 Predictive Analytics
03:39 Prescriptive Analytics
04:33 Who and How?
05:29 Why is it Important?
📦 Data Science for Supply Chain Blog
For more content related to Supply Chain my website: samirsaci.com
Examples of Descriptive Analytics
📝 Deploy Logistics Operational Dashboards using DataPane
www.samirsaci.com/deploy-logi...
📝 Automated Supply Chain Control Tower with Python
towardsdatascience.com/automa...
Examples of Diagnostic Analytics
📝 Lead Times Variability and Supply Chain Resilience
www.samirsaci.com/lead-times-...
Examples of Predictive Analytics
📝 Machine Learning for Retail Sales Forecasting - Features Engineering
www.samirsaci.com/machine-lea...
Examples of Prescriptive Analytics
📝 Production Fixed Horizon Planning with Python
www.samirsaci.com/production-...
📝Optimize Warehouse Value Added Services with Python
www.samirsaci.com/optimize-wa...
#supplychain #analytics #python
Пікірлер: 34
⁉ If you have any questions, feel free to leave a comment. 📦 Data Science for Supply Chain Blog: samirsaci.com
Amazing content thank you so much
Excellent video. Thank you so much!!!
@SupplyScience
Жыл бұрын
You're welcome
Happy to have found your content. Greetings from Argentina!
@SupplyScience
Жыл бұрын
Thanks!
I have followed your blogs! Amazing work! Looking forward to your future work
@SupplyScience
Жыл бұрын
Stay tuned it's coming ;)
Great presentation, thank you a lot 👍
@SupplyScience
Жыл бұрын
😁
You’re very precise.
@SupplyScience
6 ай бұрын
Thanks!
This is really wonderful information you are sharing! Thank you so much! I've been using Excel mainly, and SQL, for analysis. And mostly using descriptive and diagnostic analysis, but I know Python and I have been itching for a way to use for more advanced stuff like picking route optimization, optimizing between picking and replenishment efficiency, etc.
@SupplyScience
Жыл бұрын
You can find examples, with source code, in my blog to start with dummy data and later adapt it to your projects. I hope it helps!
@xuandonggarden
Жыл бұрын
@cl1mbat1ze can I ask what is your current job title and what was your first job title in the field ?
@cl1mbat1ze
Жыл бұрын
@@xuandonggarden Sure, my official title translates to logistics developer, but I really work in quality and improvements. I didn't really have a title to begin with I was just hired to clean up customer data in a database.
@xuandonggarden
Жыл бұрын
@@cl1mbat1ze thanks for the reply, how did your database job interview go and what were you asked by the interviewer ?
@cl1mbat1ze
Жыл бұрын
@@xuandonggarden It was a simple job, I was only asked whether I knew SQL. They urgently needed someone to clean the data and I was in the right place at the right time.
It is really helpful
@SupplyScience
11 ай бұрын
Thanks!
very Interesting and relate with my job
@SupplyScience
6 ай бұрын
Thanks!
finished watching
@SupplyScience
7 ай бұрын
👍
what is the difference between Business Intelligence and supply chain analytics?
@SupplyScience
Жыл бұрын
I would say that Supply Chain Descriptive Analytics is a part of Business Intelligence: extract, transform, load and process data to build dashboard that will provide business and operational insights.
Great video! Where can we find datasets for this sort of data?:)
@SupplyScience
8 ай бұрын
My github: github.com/samirsaci
awesome! I have working for 9 years in a row in SCM and Logistics , I`m learning python for finding better solutions. how to find suitable career path in SCM bro ?
@SupplyScience
10 ай бұрын
Looking at how things are evolving, I guess the best career move is to become independant consultant or create your own product.
Beautiful Video. Do you have a course ?
@SupplyScience
10 ай бұрын
Hello, not yet. What kind of course would you need?
@SheikhZedoo
10 ай бұрын
A Practical supply chain course that is not filled with theory.@@SupplyScience