Time Series Analysis and Forecasting in Python | Forecasting Sales
In this time series analysis and forecasting video tutorial I have talked about how you can forecast sales data in python. We’ll see the relevant libraries like pandas, matlotlib, stattools used in this project tutorial for data science and finally how we can compare naïve time series model, ARIMA model and hyperparamter tuned model to determine which model is working fine.
Also I have talked about various interview questions and tips and tricks related to time series theory and python code which can be asked in an interview or in a normal business scenario.
Dataset – [ Ссылка ]
Jupyter notbebook used in this tutorial – [ Ссылка ]
Other data science project –
Python Data Science Project 1 | Time Series Forecasting Project in Python | End to End ML Project - [ Ссылка ]
Python Data Science Project 2 | Time Series Forecasting in Python Data Transform - Abhishek Agarrwal - [ Ссылка ]
Python Data Science Project 3 | Time Series Forecasting in Python Data Transform - Abhishek Agarrwal - [ Ссылка ]
Time Series Analysis & Forecasting | How to Check if the Time Series is Stationary or Not - [ Ссылка ]
Data Science Project Tutorial for Beginners - [ Ссылка ]
Tableau Data Science Project 2 - Tableau Project for Practice Data Analysis and Prediction
[ Ссылка ]
Python Complete Tutorial for Beginners [Full Course] 2019
[ Ссылка ]
Python Complete Tutorial for Beginners [Full Course] 2019 - Part 2
[ Ссылка ]
Python Text Analytics for Beginners - Part 1 - Creating and Manipulating Strings in Python
[ Ссылка ]
Python Data Exploration Analysis (EDA) Project for Data Science Project by Abhishek Agarrwal - [ Ссылка ]
My website - [ Ссылка ]
Connect with me on
Facebook Page - [ Ссылка ]
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⭐My Favorite Python Books
- Python Crash Course: [ Ссылка ]
- Automate the Boring Stuff with Python: [ Ссылка ]
- A Smarter Way to Learn Python: [ Ссылка ]
- Machine Learning for Absolute Beginners: [ Ссылка ]
- Hands-on Machine Learning with scikit-learn and TensorFlow: [ Ссылка ]
Python official page - [ Ссылка ]
Python documentation for each version - [ Ссылка ]
Python Community - [ Ссылка ]
Download Python - [ Ссылка ]
Python Success Stories - [ Ссылка ]
Python News - [ Ссылка ]
Python Events - [ Ссылка ]
Python String Documentation - [ Ссылка ]
Thank you
Abhishek Agarrwal
