Time Series Analysis:Hands-On Projects & Advanced Techniques

Time Series Analysis:Hands-On Projects & Advanced Techniques
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | 95 lectures | 8h 17m Duration | 3.47 GB
Genre: eLearning | Language: English

Hands-On Time Series with Python: Accessing, Manipulating, Visualizing Data, Master Advanced Techniques & Build Projects

Time series analysis focuses on data collected over time, like stock prices, weather patterns, or sensor readings. It reveals hidden trends, patterns, and relationships within this data. By understanding these patterns, we can predict future values, make informed decisions, and gain insights into complex phenomena. Time series analysis is a powerful tool for various fields, including finance, economics, healthcare, and environmental science.
This course will teach you how to use Python to analyze time series data. You will learn how to:
Import and clean time series data.
Calculate common time series statistics.
Create time series visualizations.
Build time series models.
Forecast time series data.
Accessing, Manipulating, Visualizing Data.
Master Advanced Techniques.
Build Projects.
Whether you're new to Python or have some programming experience, this course welcomes you to the world of time series analysis. No prior knowledge is required, as we'll start from the basics and gradually introduce advanced techniques using Python.
Who this course is for:
Beginners and intermediate Python programmers.
Data analysts.
Data scientists.
Business analysts.
Anyone who wants to learn how to analyze time series data.
AI Engineers.
Financial Analysts.
Requirements:
No prior knowledge is required. So whether you're new to Python or have some programming experience.
A computer with Python installed.
Welling to learn advanced Techniques.

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