Time Series Analysis and Forecasting for Beginners to Advanced - Association of Data Scientists

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Time Series Analysis and Forecasting for Beginners to Advanced

Level

Intermediate
Duration

6 hours
Last Updated

December 29, 2023
Certificate

Certificate of completion

Master time series data analysis for informed predictive insights.
Forecast accurately using baseline methods and advanced deep learning techniques.
Proficiently use tools for time series data generation and analysis.
Apply forecasting skills across industries for strategic decision-making readiness.

Course Curriculum

Video Lessons: Time Series Analysis and Forecasting

Video 1: Introduction to Time Series Data

20:26
Video 2: Time-Series Characteristics

01:03:48
Video 3: Time Series Forecasting Using Baseline Models

01:05:51
Video 4: Time Series Forecasting with Deep Learning Algorithms

01:18:12

Hands-on Time Series Analysis and Forecasting

Handout Notes on Time Series Analysis and Forecasting

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