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Deep dive Time Series(From Theory to Analysis)

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53

min

Deep dive Time Series(From Theory to Analysis)

Deep dive Time Series(From Theory to Analysis)

Deep dive Time Series(From Theory to Analysis)

Deep dive Time Series(From Theory to Analysis)

publish date

Jul 19, 2022

duration

53

min

Difficulty

Intermediate

Beginner

Beginner

Beginner

Case details

Time series are analyzed to understand the past and to predict the future, enabling managers or policy makers to make properly informed decisions.#DescriptionTime series data is an important form of structured data in many different fields, suchas finance, economics, ecology, neuroscience, or physics. Anything that is observed ormeasured at many points in time forms a time series. Apart from understanding theory, we will also try to understand the heart of time series i,e. Time Series Analysis which includes, EDA, Smoothing methods, functions/operations/ decomposition and many more. Trust me, this will be definitely exciting!In this talk we are going to cover:1. Understanding Time Series2. Key components3. Importance of time series analysis4. Knowing time series operations5. Deep dive Analysis(End to End)6. Conclusions#Take Away:By the end of the talk I’ll assure you that you’ll definitely learn the importance and techniques of handling time series data :)#Prerequisites:1. Familiarity with Python and Pandas2. Basic Time series knowledge is preferable but not mandatory3. Curios to learn new things.[color=#111111][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][size=2][font=Verdana, Arial, Helvetica, sans-serif][h2][/font][/size][/font][/size][/color][/font][/size][/color][/font][/size][/color][/color][b][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][url=https://drive.google.com/file/d/1fz26M0qC3pRCbfZms9j8d8J4M664DfYI/view?usp=sharing]Slides[/url][/font][/size][/color][/font][/size][/color][/font][/size][/color][/font][/size][/color][/b][color=#111111][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][size=2][font=Verdana, Arial, Helvetica, sans-serif][/h2][/font][/size][/font][/size][/color][/font][/size][/color][/font][/size][/color][/color]

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© 2025 Geekle. All rights reserved.

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910 Foulk Road, Suite 201

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© 2025 Geekle. All rights reserved.