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Deep Dive into Multi Time series Forecasting
-Vector Auto Regression

  • Dive in deeper to study the VAR used in Time Series Forecasting with their application in real world.

Created by Selva Prabhakaran

  • 26 Video Lessons

  • English

  • English captions

Validity Period: 365 days

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  •  Course Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts

What you will learn

01

Understand the VAR model
formula

02

How to check the
bi directional relationship
using Granger Causality

03

Procedure to building a VAR
model in Python coreectlty

04

Interpreting the results of
Var Model

05

Deeper understanding of
VARMA and VARMAX

06

Startegy to find
best VAR model

07

Startegy to Hyperparameter
tuning into Auto ARIMA

08

How to introduce Exogenous
variable into VARMAX Forecast

Course Curriculum

2 Modules      |    28 Sessions     |    2 hour 45 min Total Time  

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Deep Dive into Multi Time Series Forecasting - Vector Auto Regression

Sessions: 21 | Time: 2 hr 11 min expand_more

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Practical Advise for succeeding in Time Series Project

Sessions: 7| Time: 34 min expand_more

Requirements

  • Courses Page1 Basic Maths and Logical Reasoning
  • Courses Page1 Curiosity about Data Science
  • Courses Page1 Learning Mindset

Who should attend this course?

  • Future Data Scientists and ML Engineers

  • Product Managers, Program Managers, Scrum Masters working in ML/Data science project

  • Software/Data engineers interested in quantitative analysis

  • Software engineers interfacing with data science team

  • Executives who have to lead or interact with Data Scientists

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

Validity Period: 365 days

Get Subscription

Already Subscribed? Click here to access your courses

  •  Workshop Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts