Time Series Analysis with Python

Time Series Analysis with Python

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.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Project
1 Assessment
73 Playgrounds
12 Quizzes

This course includes

1 Project
1 Assessment
73 Playgrounds
12 Quizzes

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

Show more

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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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