YoVDO

Time Series Forecasting with XGBoost - Use Python and Machine Learning to Predict Energy Consumption

Offered By: Rob Mulla via YouTube

Tags

XGBoost Courses Machine Learning Courses Python Courses Data Preparation Courses Energy Consumption Courses Time Series Forecasting Courses

Course Description

Overview

Walk through a time series forecasting example using Python and XGBoost to predict energy consumption. Learn data preparation techniques, feature creation, model building, and feature importance analysis. Follow along with a Kaggle notebook to gain hands-on experience in applying machine learning to time series data. Explore the entire process from data preprocessing to generating forecasts, with a focus on using XGBoost for accurate predictions.

Syllabus

Intro
Data prep
Feature creation
Model
Feature Importance
Forecast


Taught by

Rob Mulla

Related Courses

Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Time Series Forecasting
Udacity Deep Learning Explained
Microsoft via edX Business Analytics & Data Mining Modeling using R Part II
Indian Institute of Technology Roorkee via Swayam Predictive Analytics for Business
Tableau via Udacity