Stock Market Predictions with Data Science

Python for FinanceIn previous videos we made a wonderful investment portfolio and now we will use regression analysis to make stock market predictions about the future performance of our portfolio. I’ll be using the ARIMA model for making stock market predictions in this video. It focuses on trying to fit the data as well as possible by examining differences between values instead of the values themselves.

We then use these models to forecast or make stock market predictions by creating both a training model and then a testing model. We compare both models to real data and then make predictions.

I will be using Python and Multiple Data Science libraries in this tutorial to perform investment analysis. We will be covering the following :

✳️ AutoRegressive Integrated Moving Average
✳️ SARIMA
✳️ Forecasting
✳️ Training Data
✳️ Testing Data
✳️ Plotting
✳️ Matplotlib
✳️ Pandas
✳️ Numpy
✳️ So much more

Files Are Here : https://github.com/derekbanas/Python4Finance
Stock Data is Here : https://1drv.ms/u/s!AjbW63mlCQM75ljTNHq_LsD1fpkY?e=flBn5u

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THIS IS NOT INVESTMENT ADVICE
I’m not implying that investing this way will guarantee anything. All investing is risky and you should always take advice from someone who can assess your specific situation. THIS IS FOR EDUCATIONAL PURPOSES ONLY!

MORE DATA SCIENCE VIDEOS

Install for Windows : https://youtu.be/a7Ylbn1ikF0
Install for MacOS : https://youtu.be/2JeoNlCcLOM
NumPy in One Video : https://youtu.be/8Y0qQEh7dJg
Pandas in One Video : https://youtu.be/PcvsOaixUh8
Matplotlib in One Video : https://youtu.be/wB9C0Mz9gSo
Seaborn in One Video : https://youtu.be/6GUZXDef2U0
Plotly in One Video : https://youtu.be/GGL6U0k8WYA
Time Series Analysis : https://youtu.be/PpnoNZYce_c
Probability in One Video : https://youtu.be/sEte4hXEgJ8
Statistics in One Video : https://youtu.be/tcusIOfI_GM
Algebra : https://youtu.be/B_WCI_A944E
Linear Algebra : https://youtu.be/6GnzRGJsI3Q

#PythonForFinance #DataScience #Python

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