Checking Stationarity in Time Series π
Learn how to use rolling statistics to assess stationarity in time series data effectively.

Unfold Data Science
32.2K views β’ Oct 16, 2020

About this video
Rolling statistics and stationarity in Time series | How to Check stationarity of a time series
#RollingStatistics #StationarityInTimeSeries #UnfoldDataScience
Welcome! I'm Aman, a Data Scientist & AI Mentor.
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* Intro to Data Science:https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
* Python for Data Science: https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
* Statistics & Mathematics:https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
* Machine Learning end to end in Python:https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
* Ensemble Models: https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
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#DataScience #AI #MachineLearning
1. What is stationarity in time series?
2. Rolling statistics in time series
3.How to check stationarity in time series
4.Moving average in time series
5.Smoothing time series
6.statitical test adfuller for stationarity test in time series
#RollingStatistics #StationarityInTimeSeries #UnfoldDataScience
Welcome! I'm Aman, a Data Scientist & AI Mentor.
π **Level Up Your Skills:**
* **Udemy Courses:** π₯ **Start Learning Now!** π₯
* Data Science Zero to Hero: https://www.udemy.com/course/data-science-zero-to-hero/?referralCode=C742FD376D04979BDD80
* Data Science Zero to Hero (Hindi): https://www.udemy.com/course/data-science-zero-to-hero-hindi-course/?referralCode=A795A06C1728049E284C
* Agentic AI for Beginners: https://www.udemy.com/course/agentic-ai-for-beginner/?referralCode=DBF3F13F598187FCCBBC
* Git, GitLab, and CI/CD: https://www.udemy.com/course/git-gitlab-and-ci-cd/?referralCode=C092A565E5525B9947CD
* Docker for Beginners: https://www.udemy.com/course/docker-for-beginners-z/?referralCode=CDC738F62D12172B6ADD
* Courses, Workshops & Webinars: https://www.unfolddatascience.com
* LinkedIn: https://www.linkedin.com/in/aman-kumar-b4881440/
* X (Twitter): @unfolds
* Instagram: @unfold_data_science
* GitHub: https://github.com/UnfoldDataScience/YouTube-Videos-files
π¬ **Featured Playlists:**
* LLM for Generative AI application development - https://www.youtube.com/playlist?list=PLmPJQXJiMoUWQO3ndlcQqgrmnkTBb8XrV
* Advanced NLP & Generative AI: https://www.youtube.com/watch?v=As3TT3xlddU&list=PLmPJQXJiMoUW7pge9N-J5NQuPcwhzFTfY&pp=gAQB
* AWS for Data Science: https://www.youtube.com/watch?v=0SYV7o_fd50&list=PLmPJQXJiMoUWFW2JxRSAfhcsQ0Cr9qbv-&pp=gAQB
* Deep Learning & Neural Networks: https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV
* Natural Language Processing: https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb
* Data Science Mock Interviews: https://www.youtube.com/watch?v=pHwUllYAXqk&list=PLmPJQXJiMoUURuxLJoroTyBf9zxvgHDvk&pp=gAQB
* Interview Question Series: https://www.youtube.com/watch?v=pufyEgNOT0s&list=PLmPJQXJiMoUU3h2LaP6pi9-U9vC3iZeU4&pp=gAQB
* Intro to Data Science:https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe
* Python for Data Science: https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC
* Statistics & Mathematics:https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX
* Machine Learning end to end in Python:https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB
* Ensemble Models: https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb
* Data Science Career Guide:https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL
* Recommendation Systems: https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq
π₯ **My Studio Gear:**
* Camera: https://amzn.to/3mwXI9I
* Mic: https://amzn.to/34phfD0
* Tripod: https://amzn.to/3r4HeJA
* Ring Light: https://amzn.to/3gZz00F
* Music: https://www.bensound.com/royalty-free-music
#DataScience #AI #MachineLearning
1. What is stationarity in time series?
2. Rolling statistics in time series
3.How to check stationarity in time series
4.Moving average in time series
5.Smoothing time series
6.statitical test adfuller for stationarity test in time series
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Video Information
Views
32.2K
Likes
786
Duration
9:24
Published
Oct 16, 2020
User Reviews
4.7
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