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Forecasting Models and Time Series for Business in Python

Learn Holt-Winters, Arima, Sarimax, Tensorflow Time Series, Facebook Prophet, XGBoost for Demand Planning & Forecasting
4.4
4.4/5
(81 reviews)
570 students
Created by

9.5

CourseMarks Score®

10.0

Freshness

8.7

Feedback

9.1

Content

Platform: Udemy
Video: 8h 11m
Language: English
Next start: On Demand

Top Time Series Analysis courses:

Detailed Analysis

CourseMarks Score®

9.5 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

10.0 / 10
This course was last updated on 2/2022.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

8.7 / 10
We analyzed factors such as the rating (4.4/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

9.1 / 10
Video Score: 8.8 / 10
The course includes 8h 11m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
The average video length is 7 hours 03 minutes of 14 Time Series Analysis courses on Udemy.
Detail Score: 8.9 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 9.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

2 articles.
0 resource.
0 exercise.
0 test.

Table of contents

Description

Welcome to the most exciting online course about Forecasting Models in Python. I will show everything you need to know to understand the now and predict the future.
Forecasting is always sexy – knowing what will happen usually drops jaws and earns admiration. On top, it is fundamental in the business world. Companies always provide Revenue growth and EBIT estimates, which are based on forecasts. Who is doing them? Well, that could be you!
WHY SHOULD YOU ENROLL IN THIS COURSE?
YOU WILL LEARN THE INTUITION BEHIND THE MODELS WITHOUT FOCUSING TOO MUCH ON THE MATH
It is fundamental that you know why a model makes sense and the underlying assumptions behind it. I will explain to you each model using words, graphs, and metaphors, leaving math and the Greek alphabet to a minimum.
THOROUGH COURSE STRUCTURE OF MOST IMPACTFUL ECONOMETRIC TECHNIQUES
The techniques in this course are the ones I believe will be most impactful, up to date, and sought after:
•Holt-Winters
•TBATS
•SARIMAX
•TensorFlow Structural Time Series
•Facebook Prophet
•Facebook Prophet + XGBoost
•Ensemble approach
WE CODE TOGETHER LINE BY LINE
I will guide you through every step of the way. I will also explain all parameters and functions that you need to use, step by step.
THE FINAL REASON IS THAT YOU PRACTICE, PRACTICE, PRACTICE.
For each algorithm, there is a challenge. This means that each technique has 2 case studies. The goal is that you apply immediately what you have learned. I give you a dataset and a list of actions you need to take to solve it. I think it is the best way to really cement all the techniques in you.
Did I spike your interest? Join me and learn how to predict the future!

You will learn

✓ Holt-Winters
✓ TBATS
✓ SARIMAX
✓ Facebook Prophet
✓ Tensorflow Structural Time Series
✓ XGBoost
✓ Time Series Analysis
✓ Demand Planning and Forecasting

Requirements

• Basic Statistics: Linear regression, p-value
• Basic Python desirable

This course is for

• Professionals looking to learn about Demand Forecasting and Time Series

How much does the Forecasting Models and Time Series for Business in Python course cost? Is it worth it?

The course costs $14.99. And currently there is a 25% discount on the original price of the course, which was $19.99. So you save $5 if you enroll the course now.
The average price is $12.6 of 14 Time Series Analysis courses on Udemy.

Does the Forecasting Models and Time Series for Business in Python course have a money back guarantee or refund policy?

YES, Forecasting Models and Time Series for Business in Python has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Forecasting Models and Time Series for Business in Python course, but there is a $5 discount from the original price ($19.99). So the current price is just $14.99.

Who is the instructor? Is Diogo Alves de Resende a SCAM or a TRUSTED instructor?

Diogo Alves de Resende has created 6 courses that got 684 reviews which are generally positive. Diogo Alves de Resende has taught 4,462 students and received a 4.4 average review out of 684 reviews. Depending on the information available, Diogo Alves de Resende is a TRUSTED instructor.
Econometrics and Data Science enthusiast
Hey guys! I am thrilled that you are reading this. I work for one of the biggest e-commerce companies, focused on business analytics, and it is the methodologies I have used in my job that I want to teach.

In the past, I have done Radio as an anchor in my hometown, which is probably my favorite college experience. I have also worked with the United Nations on the topic of Mobile Money in Lesotho.

I will try that my courses are really practical. I will always try to provide real-life examples and datasets. I aim to give you guys the tools to succeed in your professional careers.

Please feel free to send me a message.

Looking forward to working with you :)

Diogo

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9.5

CourseMarks Score®

10.0

Freshness

8.7

Feedback

9.1

Content

Platform: Udemy
Video: 8h 11m
Language: English
Next start: On Demand

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