Udemy - Python for Time Series - Data Analysis and Forecasting

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273 MB

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Other

Added

10/31/22 at 8:12pm GMT+1

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Verified by VeriPLUS

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8fe2613a2bb3b1976a0a6309a4ff4844a84e06d7

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Description

[ DevCourseWeb.com ] Python for Time Series - Data Analysis & Forecasting

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Published 10/2022

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 29 lectures (1h 15m) | Size: 273.3 MB

Learn Python for Time Series - Learn Python libraries for Time Series analysis and forecasting

What you'll learn

Repeat the Statistics and Python fundamentals

Learn building an ARIMA model in Python

Learn the application of Dickey - Fuller test in Python

Learn checking for seasonality in Python

Description

Welcome to the Python for Time Series - Data Analysis & Forecasting course. This course is built for students who wants to learn python applications for time series data sets. This course covers the usage of Python libraries on time series data. There will be both short lectures of statistics and Python fundamentals at the starting of the course in order to remembering the basics. Then the libraries of Python which is used for time series data will be covered. At the end of the course an analysis and forecast is going to be made from gold prices data set for practicing what is learned in the course for one more time. So the course outline is

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Python for Time Series - Data Analysis and Forecasting
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/1. General concepts.mp4 6 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/2. Descriptive statistics introduction & Frequency Tables.mp4 8.3 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/3. Mean - Mode - Median.mp4 6.9 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/4. Mean - Mode - Median Practice.mp4 16.9 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/5. Inferential statistics introduction.mp4 9.4 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/6. Hypothesis testing and T-Distribution.mp4 7.1 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/7. Hypothesis testing and decision.mp4 4.4 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/8. Simple Linear Regression.mp4 9 MB
~Get Your Files Here !/1. Statistics Basics - Fast Repeat/9. Simple Linear Regression practice.mp4 8.4 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/1. About this section.html 194 B
~Get Your Files Here !/2. Python Basics - Fast Repeat/10. While loops.mp4 3.3 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/2. Print.mp4 2.8 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/3. Comments.mp4 1.8 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/4. List & List Operations.mp4 5 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/5. Tuples.mp4 1.1 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/6. Booleans.mp4 1.6 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/7. Operators.mp4 3.3 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/8. If statements.mp4 4.3 MB
~Get Your Files Here !/2. Python Basics - Fast Repeat/9. For loops.mp4 2 MB
~Get Your Files Here !/3. Pandas/1. Pandas Introduction.mp4 23.2 MB
~Get Your Files Here !/3. Pandas/2. Pandas Coding Practice.mp4 7.5 MB
~Get Your Files Here !/3. Pandas/3. Pandas Coding Practice 2.mp4 8.9 MB
~Get Your Files Here !/3. Pandas/4. Pandas extra codes for time series.mp4 22.4 MB
~Get Your Files Here !/4. Checking for seasonality & stationarity/1. Checking for seasonality.mp4 14.3 MB
~Get Your Files Here !/4. Checking for seasonality & stationarity/2. Dickey - Fuller test for stationarity.mp4 12.1 MB
~Get Your Files Here !/5. Building an ARIMA model and Forecasting/1. ARIMA.mp4 26.7 MB
~Get Your Files Here !/6. Time Series Project - Gold Prices Analysis & Forecast/1. Get the data set.html 85 B
~Get Your Files Here !/6. Time Series Project - Gold Prices Analysis & Forecast/2. Gold Prices Data Analysis.mp4 13.9 MB
~Get Your Files Here !/6. Time Series Project - Gold Prices Analysis & Forecast/3. ARIMA Model.mp4 42.7 MB
~Get Your Files Here !/6. Time Series Project - Gold Prices Analysis & Forecast/data.csv 15.8 KB
~Get Your Files Here !/Bonus Resources.txt 386 B

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