Disclosure: when you buy through links on our site, we may earn an affiliate commission.

Simple Python Time Series Analysis Crash Course

Learn how to snag the most in demand role in the tech field today!
4.6
4.6/5
(35 reviews)
2,459 students
Created by

9.0

CourseMarks Score®

9.3

Freshness

8.3

Feedback

8.9

Content

Platform: Udemy
Video: 1h 6m
Language: English
Next start: On Demand

Top Time Series Analysis courses:

Detailed Analysis

CourseMarks Score®

9.0 / 10

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

Freshness Score

9.3 / 10
This course was last updated on 5/2021.

Course content can become outdated quite quickly.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

8.3 / 10
We analyzed factors such as the rating (4.6/5) 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

8.9 / 10
Video Score: 7.7 / 10
The course includes 1h 6m 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.
Detail Score: 9.2 / 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: 9.9 / 10

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

This course contains:

4 articles.
3 resources.
0 exercise.
0 test.

Table of contents

Description

This course will teach you everything you need to know to use Python for forecasting time series data to predict new future data points.
We’ll start off with the basics by teaching you how to work with and manipulate data using the NumPy and Pandas libraries with Python. Then we’ll dive deeper into working with Pandas by learning about visualizations with the Pandas library and how to work with time stamped data with Pandas and Python.
Then we’ll begin to learn about the statsmodels library and its powerful built in Time Series Analysis Tools.
Afterwards we’ll get to the heart of the course, covering general forecasting models. We’ll talk about creating AutoCorrelation and Partial AutoCorrelation charts and using them in conjunction with powerful ARIMA based models, including Seasonal ARIMA models and SARIMAX to include Exogenous data points.
Afterwards we’ll learn about state of the art Deep Learning techniques with Recurrent Neural Networks that use deep learning to forecast future data points.
This course even covers Facebook’s Prophet library, a simple to use, yet powerful Python library developed to forecast into the future with time series data.

If there is some time dependency, then you know it – the answer is time series analysis.
This course will teach you the practical skills that would allow you to land a job as a quantitative finance analyst, a data analyst or a data scientist.
In no time, you will acquire the fundamental skills that will enable you to perform complicated time series analysis directly applicable in practice. We have created a time series course that is not only timeless but also:
· Easy to understand
· Comprehensive
· Practical
· To the point
· Packed with plenty of exercises and resources
But we know that may not be enough.
We take the most prominent tools and implement them through Python – the most popular programming language right now. With that in mind…
Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That’s just the average! And it’s not just about money – it’s interesting work too!

You will learn

✓ Use Statsmodels to Analyze Time Series Data
✓ How to Work with Time Series Data with Pandas
✓ Use Facebook’s Prophet Library for forecasting
✓ Data Manipulation
✓ Data Visualization

Requirements

• No necessary experience needed

This course is for

• Python Developers interested in learning how to forecast time series data
• Programmers switching languages to Python.
• Anyone who is interested to learn time series analysis

How much does the Simple Python Time Series Analysis Crash Course course cost? Is it worth it?

The course costs $14.99. And currently there is a 82% discount on the original price of the course, which was $84.99. So you save $70 if you enroll the course now.

Does the Simple Python Time Series Analysis Crash Course course have a money back guarantee or refund policy?

YES, Simple Python Time Series Analysis Crash Course 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 Simple Python Time Series Analysis Crash Course course, but there is a $70 discount from the original price ($84.99). So the current price is just $14.99.

Who is the instructor? Is Mammoth Interactive a SCAM or a TRUSTED instructor?

Mammoth Interactive has created 217 courses that got 11,351 reviews which are generally positive. Mammoth Interactive has taught 369,007 students and received a 4.4 average review out of 11,351 reviews. Depending on the information available, Mammoth Interactive is a TRUSTED instructor.
Top-Rated Instructor, 800,000+ Students
“I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this.” – Student Matt W.

“Very good at explaining the basics then building to more complex features.” – Student Kevin L.

Mammoth Interactive has been contracted to produce epic soundtracks, addicting levels, rock solid programming and business development.

9.0

CourseMarks Score®

9.3

Freshness

8.3

Feedback

8.9

Content

Platform: Udemy
Video: 1h 6m
Language: English
Next start: On Demand

Students are also interested in

Review widget (for course creators):

Simple Python Time Series Analysis Crash Course rating
Code for the widget (just copy and paste it to your site):
<a href="https://coursemarks.com/course/simple-python-time-series-analysis-crash-course/" target="_blank" title="Simple Python Time Series Analysis Crash Course on Coursemarks.com"><img border="0" src="https://coursemarks.com/widget/90.svg" width="200px" alt="Simple Python Time Series Analysis Crash Course rating"/></a>