Gain the ability to analyze and visualize time series data using Python.
Beginner
38 Lessons
10h
Certificate of Completion
Gain the ability to analyze and visualize time series data using Python.
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This course includes
This course includes
Course Overview
This course is an introduction to time series data analysis and forecasting with Python. Time series data is prevalent in many fields, including finance, economics, and meteorology. In this course, you will learn how to use Python's popular pandas and NumPy libraries to manipulate, visualize, and analyze time series data. The course covers topics such as time series decomposition, stationary and non-stationary data, autocorrelation and partial autocorrelation, and modeling techniques like ARIMA. You will l...Show More
TAKEAWAY SKILLS
Data Visualisation
Python Programming
Data Manipulation
Data Cleaning
Data Plotting
Data Science
Data Statistics
What You'll Learn
An understanding of time series data analysis concepts, such as stationarity, autocorrelation and seasonality
Working knowledge of Python libraries for time series data analysis, such as Pandas and NumPy
Hands-on experience analyzing and forecasting time series data using Python
Ability to use statistical modeling techniques, such as ARIMA, to forecast time series data
Familiarity with advanced techniques for time series data analysis, such as machine learning algorithms and neural networks
What You'll Learn
An understanding of time series data analysis concepts, such as stationarity, autocorrelation and seasonality
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Course Content
Introduction to Time Series
Python Basics for Time Series
Time Series Analysis
Basic Time Series Forecasting
Advanced Time Series Forecasting
Forecast Evaluation
5 Lessons
Conclusion
1 Lesson
Course Author
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Anthony Walker
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Evan Dunbar
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Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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