Skill

Build a DNN, LSTM, and CNN Sunspot Forecast Model

July 2024 with Jonathan Barrios

  • 6 videos
  • 47 mins
Join Jonathan Barrios as we learn to predict where and when sunspots will occur by building and comparing a DNN, LSTM and CNN model. We're examining the application these three models have to time series forecasting with real-world data.

Recommended Experience
  • Experience with data handling and preprocessing
  • Understanding of time series analysis
  • Proficiency with Python and machine learning libraries
Related certifications
  • None at this time
Related Job Functions
  • Machine learning engineer
  • NLP engineer
  • AI developer
Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.
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Jonathan Barrios
Jonathan Barrios
Trainer

Skill Outline

  1. 1. Build Baseline DNN Forecasting Model (19:30)
  2. 2. 🎉 CHALLENGE: Build LSTM/CNN Forecasting Model (16:31)

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