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

[@SupplyScience]

⁉ If you have any questions, feel free to leave a comment. 📦 Data Science for Supply Chain Blog: samirsaci.com

[@BelgranoCAB19]

Happy to have found your content. Greetings from Argentina!

[@SupplyScience]

Thanks!

[@Mimi-gh3fv]

Excellent video. Thank you so much!!!

[@SupplyScience]

You're welcome

[@codetowin]

I have followed your blogs! Amazing work! Looking forward to your future work

[@SupplyScience]

Stay tuned it's coming ;)

[@abderrazzakaljalil1375]

Great presentation, thank you a lot 👍

[@SupplyScience]

😁

[@cl1mbat1ze]

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]

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]

@cl1mbat1ze can I ask what is your current job title and what was your first job title in the field ?

[@cl1mbat1ze]

@@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]

@@cl1mbat1ze thanks for the reply, how did your database job interview go and what were you asked by the interviewer ?

[@cl1mbat1ze]

@@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.

[@user-yl9qo7ol1i]

You’re very precise.

[@SupplyScience]

Thanks!

[@abhishekhbaliarsingh711]

It is really helpful

[@SupplyScience]

Thanks!

[@memedsugianto6241]

very Interesting and relate with my job

[@SupplyScience]

Thanks!

[@mr.k2201]

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]

Looking at how things are evolving, I guess the best career move is to become independant consultant or create your own product.

[@williambrooker2030]

Great video! Where can we find datasets for this sort of data?:)

[@SupplyScience]

My github: github.com/samirsaci

[@user-lm5wb8vi1x]

finished watching

[@SupplyScience]

👍

[@SheikhZedoo]

Beautiful Video. Do you have a course ?

[@SupplyScience]

Hello, not yet. What kind of course would you need?

[@SheikhZedoo]

A Practical supply chain course that is not filled with theory.@@SupplyScience

[@jolenek8978]

what is the difference between Business Intelligence and supply chain analytics?

[@SupplyScience]

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.