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Categories Data Science

Time Series Analysis and Forecasting for Beginners to Advanced

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What I will learn?

  • 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
  • Video 2: Time-Series Characteristics
  • Video 3: Time Series Forecasting Using Baseline Models
  • Video 4: Time Series Forecasting with Deep Learning Algorithms

Hands-on Time Series Analysis and Forecasting

Handout Notes on Time Series Analysis and Forecasting

Self Assessment


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Material Includes

  • Video Lessons
  • Python Codes
  • Handout Notes
  • Self Assessment

Who Should Take this course?

  • Beginners in AI and Data Science

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