Welcome to download



Do not remember me!

 
We have Tested and found Below Host Trustable, Please Buy Premium account From Below Host.
UploadGIG.com nitroflare.com
Note: Do not Buy Premium account from Reseller

Latest Comments

    No comments
» » » Causal Data Science with Directed Acyclic Graphs

Causal Data Science with Directed Acyclic Graphs

Causal Data Science with Directed Acyclic Graphs
Causal Data Science with Directed Acyclic Graphs

h264, yuv420p, 1280x720 |ENGLISH, aac, 48000 Hz, 2 channels | 4h 57 mn | 2.39 GB
Created by: Paul Hünermund

Get to know the modern tools for causal inference from machine learning and AI, with many practical examples in R
What you'll learn

Causal inference in data science and machine learning
How to work with directed acylic graphs (DAG)
Newest developments in causal AI

Requirements

Basic knowledge of probability and statistcs
Basic programming skills would be an advantage

Description

This course offers an introduction into causal data science with directed acyclic graphs (DAG). DAGs combine mathematical graph theory with statistical probability concepts and provide a powerful approach to causal reasoning. Originally developed in the computer science and artificial intelligence field, they nowadays gain more and more traction also in other scientific disciplines (such as, e.g., machine learning, economics, finance, health sciences, and philosophy). DAGs allow to check the validity of causal statements based on intuitive graphical criteria, that do not require any algebra. In addition, they open up the possibility to completely automatize the causal inference task with the help of special identification algorithms. As an encompassing framework for causal thinking, DAGs are becoming an essential tool for everyone interested in data science and machine learning.

The course provides a good overview of the theoretical advances that have been made in causal data science during the last thirty year. The focus lies on practical applications of the theory and students will be put into the position to apply causal data science methods in their own work. Hands-on examples, discussed in the statistical software package R, will guide through the presented material. There are no particular prerequisites for participating. However, a good working knowledge in probability and basic programming skills are a benefit.
Who this course is for:

Data scientists
Economists
Computer Scientists
People intersted in machine learning
Download link :
(If you need these, buy and download immediately before they are delete)
Rapidgator.net:
https://rapidgator.net/file/72826723a3d8c9f417e5db1c859c25dd/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part1.rar
https://rapidgator.net/file/32e3d99ebc1de56833dbf24585a9c1ff/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part2.rar
https://rapidgator.net/file/c721c741108a4728bc1748fcdbb7a29a/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part3.rar
https://rapidgator.net/file/e14d62f043e7b8f908d0556f00603008/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part4.rar
https://rapidgator.net/file/458886696dbc358873438dfd0f4e9694/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part5.rar
https://rapidgator.net/file/8fa51620741f5e5358ed205f3c72acb8/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part6.rar

Nitroflare.com (Fast Speed):
http://nitroflare.com/view/AFC81B7AF872657/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part1.rar
http://nitroflare.com/view/47819C5095651D8/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part2.rar
http://nitroflare.com/view/3BB3702F70EFD76/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part3.rar
http://nitroflare.com/view/06CFDC41CD47FA4/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part4.rar
http://nitroflare.com/view/C1E35A18829FD50/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part5.rar
http://nitroflare.com/view/BDC53B0FEBA27FE/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part6.rar

Uploadgig.com :
https://uploadgig.com/file/download/a7a3809634488d91/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part1.rar
https://uploadgig.com/file/download/9709a1A0a6Cd64df/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part2.rar
https://uploadgig.com/file/download/251c41467176fec0/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part3.rar
https://uploadgig.com/file/download/A82Abad4f863bd7a/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part4.rar
https://uploadgig.com/file/download/7791c488d99B823a/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part5.rar
https://uploadgig.com/file/download/950b545665733FFf/b9gkf.Causal.Data.Science.with.Directed.Acyclic.Graphs.tut2u.part6.rar
Links are Interchangeable - Single Extraction - Premium is support resumable
UploadGIG.com

Please login or register

Dear visitor, you are browsing our website as Guest. We strongly recommend you to register and login to view hidden contents.

Comments (0)

Leave Comment

Name:*
E-Mail:
Security Code: *
Click on the image to refresh the code if it cannot be viewed