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TORRENT DETAILS
Udemy - Python For Time Series - Data Analysis And Forecasting
TORRENT SUMMARY
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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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FILE LIST
Filename
Size
~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
