An overview of time series analysis and forecasting. This talk is meant for individuals who are beginner data scientists with basic coding experience. Time series data problems are quite common and in demand. Time series analysis and models are used in areas such as finance, retail, human resources, environmental analysis, and more. The audience will be able to navigate, analyze, and model time series data, and apply these techniques to the problems of their choice.

This webinar is meant for individuals who are beginner data scientists with basic coding experience. By the end of this webinar individuals will be able to:
Understand the basics of time series analysis and the related terminology
Use machine learning to create time series models
Forecast with, and validate these models
Make interactive dashboards

There will also be an interactive exercise: A skeleton notebook and dashboard script will be provided. The data will be a financial set about stock prices.

0:00 Intro
2:03 Cross Sectional VS. Time Series
4:14 Why is Time Series Important
7:10 Creating Your Time Series Problem
10:52 Time Series Components
16:11 Decomposition Model
24:33 Autoregression
25:43 Moving Average
29:40 Stationarity and Augmented DickeyFuller Test
31:45 Integration ARIMA Model
42:08 Residual Analysis
43:54 LjungBox Test
45:01 Aditional Questions
51:20 Autocorrelation Function
54:16 Interpretating ACF and PACF Plots
55:50 Interpreting Seasonal Orders
59:35 Conclusion
1:00:57 Q&A

For more captivating community talks featuring renowned speakers, check out this playlist:    • Community Talks  

For further tutorials on the fundamentals of machine learning, check out this exclusive playlist:    • Fundamentals of Machine Learning  



At Data Science Dojo, we believe data science is for everyone. Our data science trainings have been attended by more than 10,000 employees from over 2,500 companies globally, including many leaders in tech like Microsoft, Google, and Facebook. For more information please visit: https://hubs.la/Q01Z13k0

Learn to build LLMpowered apps in just 40 hours with our Large Language Models bootcamp: https://hubs.la/Q01ZZGL0

Get started in the world of data with our toprated data science bootcamp: https://hubs.la/Q01ZZDpt0

Master Python for data science, analytics, machine learning, and data engineering: https://hubs.la/Q01ZZDs0

Explore, analyze, and visualize your data with Power BI desktop: https://hubs.la/Q01ZZF8B0



Unleash your data science potential for FREE! Dive into our tutorials, events & courses today!

Learn the essentials of data science and analytics with our data science tutorials: https://hubs.la/Q01ZZJJK0

Stay ahead of the curve with the latest data science content, subscribe to our newsletter now: https://hubs.la/Q01ZZBy10

Connect with other data scientists and AI professionals at our community events: https://hubs.la/Q01ZZLd80

Checkout our free data science courses: https://hubs.la/Q01ZZMcm0

Get your daily dose of data science with our trending blogs: https://hubs.la/Q01ZZMWl0



Social media links

Connect with us:   / datasciencedojo  

Follow us:   / datasciencedojo  

Keep up with us:   / data_science_dojo  

Like us:   / datasciencedojo  

Find us: https://www.threads.net/@data_science...



Also, join our communities:

LinkedIn:   / 13601597  

Twitter:   / 1677363761399865344  

Facebook:   / aiandmachinelearningforeveryone  

Vimeo: https://vimeo.com/datasciencedojo

Discord:   / discord  

_

Want to share your data science knowledge? Boost your profile and share your knowledge with our community: https://hubs.la/Q01ZZNCn0

#timeseriesanalysis #timeseries #datascience