Time Series Forecasting using ML | ARIMA | End to End Project

Time Series Forecasting using ML | ARIMA | End to End Project | Energy Demand Forecasting

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Time Series Forecasting using ML | ARIMA | End to End Project | Energy Demand Forecasting
𝐓𝐢𝐦𝐞𝐋𝐢𝐧𝐞:
✅ 00:00 Introduction
✅ 00:13 What is Ensemble Learning?
✅ 01:14 What are Standalone Models?
✅ 04:25 Why do we use Ensemble Learning?
✅ 05:22 When & Where do we use Ensemble Learning?
✅ 06:20 Types of Ensemble Learning: Bootstrap Aggregation (Bagging) & Boosting
✅ 06:44 Bootstrap Aggregation (Bagging)
✅ 10:12 Boosting
✅ 15:50 Practical Implementation: Codes
🔴 Code: bit.ly/3sRE1zT
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Пікірлер: 13

@DataScienceWallah 6 ай бұрын

Time Series Forecasting with ARIMA: Analyzes past data patterns to predict future values. Useful for predicting stock prices, sales, and other sequential data trends with Machine Learning.

@KanishkYadav 6 ай бұрын

This is what I was waiting for

@mahfujhoque5880 6 ай бұрын

Nice work and totally agreed, that time series is a key area where every aspiring data analyst should focus on. Can you please suggest, some resources to understand and deep dive into this topic? Also any chance if you can work on the same dataset/ perhaps same project to transform into Power BI ? Because, python occasionally may not found as the main operational tool to communicate with the stakeholders. Thanks

@souvikdas3733 6 ай бұрын

Please, run a time series analysis and forecasting from scratch to advance in detail covering all the available models.

@SatyajitPattnaik 6 ай бұрын

End to end TS and Forecasting is covered in the course mentioned in description

@souvikdas3733 6 ай бұрын

@@SatyajitPattnaik Thanks for the assistance!

@vaibhavkesar7810 Ай бұрын

can you share ipynb which u used in above video

@SatyajitPattnaik Ай бұрын

Codes are shared in the description

@KanishkYadav 6 ай бұрын

Make video on visualisation

@rishabhsharma7370 6 ай бұрын

i wanted to join ur couse but in your curriculum but there is no mention of LSTM . and also if i have some doubt in the are you are available in the paid course ??

@SatyajitPattnaik 6 ай бұрын

Yes 24/7 support is given, LSTM is not included but other algorithms are included, we cant include each and every algorithm