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| File Name: | ZerotoMastery – Time Series Forecasting with Python |
| Content Source: | https://zerotomastery.io/courses/time-series-forecasting/ |
| Genre / Category: | Programming |
| File Size : | 1.6GB |
| Publisher: | zerotomastery |
| Updated and Published: | November 26, 2022 |
This project-based course will put you in the role of a Business Data Analyst at Airbnb tasked with predicting demand for Airbnb property bookings in New York. To accomplish this goal, you’ll use the Python programming language to build a powerful tool that utilizes the magic of time series forecasting
The world is changing. Every decision must be made faster, smarter, and more accurately. And that’s possible with business data analysis. You’ll learn new skills and put them to the test in this project that puts you in the hypothetical scenario of a Business Data Analyst at Airbnb tasked with predicting demand for Airbnb properties in New York. You’ll use Python to build a tool utilizing time series forecasting to help Airbnb make the best, most accurate decision, and have a portfolio project that you can use to impress employers.
WHAT YOU’LL LEARN
How to utilize the power of time series forecasting to predict the future
How to use the four most relevant forecasting models used by Business Data Analysts today
Practice the day-to-day skills needed for Business Data Analysis
Build an impressive project to add to your portfolio to help you get hired
Enhance your proficiency with Python, one of the most popular programming languages
Let’s start at the beginning: What is Time Series Forecasting?
A time series is where you analyze data in consecutive time periods, such as days, weeks, years, business days, or really any time period. Taking the impact of time into account is key in successful data analysis, and time series help you understand that and use it to your advantage.
Forecasting you’ve probably heard about before. The weatherperson forecasts the weather for you every day. What you’re doing when forecasting is trying to predict the future as accurately as possible.
So time series forecasting is really about using time series data and analysis to forecast what the future is likely to look like.
Sounds pretty useful, right?
Well, just like the weatherperson, you might not be able to perfectly predict the future, but with the right data, tools, and analysis you can make sure your prediction is the best it can be and be able to rely on your predictions with a high degree of trust.
Why Should I Learn By Building A Project?
Building a project is one of the best ways to learn. At ZTM, we’re all about learning by doing. It’ll teach you how to actually work in the real world and not to shy away from the hard stuff.
Plus to land your dream job you’re going to need portfolio projects that you can use to show off your skills to employers. This project will be a great addition to your portfolio that you can use to wow your future employers and land your dream job.
DOWNLOAD LINK: ZerotoMastery – Time Series Forecasting with Python
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