Feature Engineering for Time Series Data - Search Videos

Advanced Time Series Forecasting using Scikit-Learn – TimeSeriesSplit & Feature Engineering

YouTubeEzee Kits

Advanced Time Series Forecasting using Scikit-Learn – TimeSeriesSplit & Feature Engineering

In this chapter, we step into Advanced Time Series Forecasting using Scikit-Learn. Unlike regular machine learning problems, time series data has order — and that changes everything. You will learn: Why traditional train_test_split does NOT work for time series How TimeSeriesSplit properly validates time-based data The concept of data leakage ...

15 views2 months ago

Feature Engineering Tutorial

Feature Engineering Full Course - in 1 Hour | Beginner Level

Feature Engineering Full Course - in 1 Hour | Beginner Level

YouTubeAnalytics Vidhya

39.7K viewsFeb 22, 2023

Feature Engineering in Machine Learning | Machine Learning Tutorial 2025

Feature Engineering in Machine Learning | Machine Learning Tutorial 2025

YouTubeTech Classes

7K views11 months ago

#30 Feature Engineering in Machine Learning | Machine Learning Tutorial for Beginners | Tpoint Tech

#30 Feature Engineering in Machine Learning | Machine Learning Tutorial for Beginners | Tpoint Tech

YouTubeTpoint Tech

239 views9 months ago

Top videos

Components of a Time Series | Feature Engineering for Time Series Forecasting

Components of a Time Series | Feature Engineering for Time Series Forecasting

YouTubeSoledad Galli | Data Scientist

988 viewsDec 31, 2024

Feature from Date and Time | Feature Engineering for Time Series Forecasting

Feature from Date and Time | Feature Engineering for Time Series Forecasting

YouTubeSoledad Galli | Data Scientist

654 viewsJan 9, 2025

Creating Lag and Rolling Features for Time Series Analysis in Python

Creating Lag and Rolling Features for Time Series Analysis in Python

YouTubeMathew K Analytics

530 views8 months ago

Feature Engineering Techniques

Feature Engineering Explained. The Secret to Better Models.

Feature Engineering Explained. The Secret to Better Models.

YouTubeHustle & Hope

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Feature Engineering

Feature Engineering

YouTubeStudyTube

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Feature Engineering for Machine Learning- Top 10 Tips #ai #datascience #machinelearning

Feature Engineering for Machine Learning- Top 10 Tips #ai #datascience #machinelearning

YouTubeDATA JARVIS

138 views3 months ago

Jump to key moments of Feature Engineering for Time Series Data

Automated Feature Engineering of Time Series Data - Binary Classification

From 03:06Extracting Features from Time Series Data with TSFresh

Automated Feature Engineering of Time Series Data - Binary Classification

YouTubeHands-on AI

Automated Feature Engineering of Time Series Data - Forecasting

From 10:01Automatic Feature Engineering with TS Fresh

Automated Feature Engineering of Time Series Data - Forecasting

YouTubeHands-on AI

Time Series Modelling Overview

From 02:47Key Concepts of Time Series Data

Time Series Modelling Overview

YouTubeAIEngineering

What is Feature Engineering?

From 00:12Introduction to Feature Engineering

What is Feature Engineering?

YouTubeAIEngineering

Time Series Forecasting with Azure Machine Learning

From 03:30Injecting and Building Data

Time Series Forecasting with Azure Machine Learning

YouTubeMicrosoft Developer

Time Series Forecasting with Machine Learning

From 02:56Understanding the Data

Time Series Forecasting with Machine Learning

YouTubeCodeEmporium

Components of a Time Series | Feature Engineering for Time Series Forecasting

Components of a Time Series | Feature Engineering for Time Series Forecasting

988 viewsDec 31, 2024

YouTubeSoledad Galli | Data Scientist @ Train in Data

Feature from Date and Time | Feature Engineering for Time Series Forecasting

Feature from Date and Time | Feature Engineering for Time Series Forecasting

654 viewsJan 9, 2025

YouTubeSoledad Galli | Data Scientist @ Train in Data

Creating Lag and Rolling Features for Time Series Analysis in Python

Creating Lag and Rolling Features for Time Series Analysis in Python

530 views8 months ago

YouTubeMathew K Analytics

Introducing our Course Feature Engineering for Time Series Forecasting

Introducing our Course Feature Engineering for Time Series Forecasting

711 viewsJan 14, 2025

YouTubeSoledad Galli | Data Scientist @ Train in Data

Lag Features | Feature Engineering for Time Series Forecasting

Lag Features | Feature Engineering for Time Series Forecasting

5.3K viewsJan 2, 2025

YouTubeSoledad Galli | Data Scientist @ Train in Data

Automated Feature Engineering of Time Series Data - Binary Classification

Automated Feature Engineering of Time Series Data - Binary Classification

6.5K viewsJun 30, 2023

YouTubeHands-on AI

Automated Feature Engineering of Time Series Data - Forecasting

Automated Feature Engineering of Time Series Data - Forecasting

2.4K viewsJun 30, 2023

YouTubeHands-on AI

7. Time Series Feature Engineering: Hands-On Implementation in Python ⏳💻

259 viewsApr 20, 2025

YouTubeTech Entertaining

Feature Engineering for Time Series Forecasting - Kishan Manani

34.2K viewsAug 2, 2022

YouTubeDataTalksClub ⬛

Window Features | Feature Engineering for Time Series Forecasting

767 viewsJan 7, 2025

YouTubeSoledad Galli | Data Scientist @ Train in Data

Time-Series Forecasting with XGBoost in Python: Predict Daily Restaurant Customers (Part 1)

4.9K views7 months ago

YouTubeHimat Academy

Project- Time Series Forecasting with Python_training

826 views6 months ago

YouTubeMathew K Analytics

Outlier Treatment using Boxplot | Feature Engineering Explained | 120-Day Series

1.2K views3 months ago

YouTubeData Scientist Afzal

Day 25: Feature Engineering Explained (Missing Values & Target Encoding) | Part 1 | 120-Day Series

1.4K views3 months ago

YouTubeData Scientist Afzal

Turning Time into Features for Machine Learning | NBA Forecasting in Python

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YouTubeRena Haswah

"Demand Forecasting | Feature Engineering & Visualization"

82 views7 months ago

YouTubeTechConcepts

Day 25: Feature Engineering Explained (Missing Values & Target Encoding) | Part 1 | 120-Day Series

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YouTubeData Scientist Afzal

What is feature engineering | Feature Engineering Tutorial Python # 1

195K viewsMay 25, 2020

YouTubecodebasics

Time Series Forecasting in Python – Tutorial for Beginners

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Feature Engineering for AI: Transforming Raw Data into Predictions

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YouTubeIBM Technology

Time Series Anomaly Detection Techniques for Predictive Maintenance

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Time Series Forecasting with AI Neural Networks (TabPFN Python Tutorial)

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YouTubeDeep Charts

Build a Demand Forecasting Model with Python & Machine Learning | Data Science Portfolio Project

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YouTubeOnur Baltaci

Time Series Forecasting with XGBoost - Use python and machine learning to predict energy consumption

597.8K viewsJul 5, 2022

YouTubeRob Mulla

Kishan Manani - Feature Engineering for Time Series Forecasting | PyData London 2022

105.5K viewsJul 10, 2022

Feature Engineering Full Course - in 1 Hour | Beginner Level

39.7K viewsFeb 22, 2023

YouTubeAnalytics Vidhya

Feature Engineering in Data Science & Machine Learning : Normalization scaling Feature Store Demo

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YouTubeSleekData

Lag Features in Time Series Analysis: How Past Data Improves Predictions

1.1K viewsMar 7, 2025

YouTubeDatascience with Manu

8. Time Series Analysis and Forecasting in Machine Learning with Andrey Holz, Ph.D.

3.1K viewsApr 18, 2025

YouTubeAndrey Holz, Ph.D.

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