[深度学习] Deep Learning for Time Series Forecasting Jason Brownlee

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

1. Lessons

Here is an overview of the 16 step-by-step lessons you will complete:

• Lesson 1: Python Ecosystem for Machine Learning.
• Lesson 2: Python and SciPy Crash Course.
• Lesson 3: Load Datasets from CSV.
• Lesson 4: Understand Data With Descriptive Statistics.
• Lesson 5: Understand Data With Visualization.
• Lesson 6: Pre-Process Data.
• Lesson 7: Feature Selection.
• Lesson 8: Resampling Methods.
• Lesson 9: Algorithm Evaluation Metrics.
• Lesson 10: Spot-Check Classification Algorithms.
• Lesson 11: Spot-Check Regression Algorithms.
• Lesson 12: Model Selection.
• Lesson 13: Pipelines.
• Lesson 14: Ensemble Methods.
• Lesson 16: Model Finalization.
  

Each lesson was designed to be completed in about 30 minutes by the average developer.

2. Projects

Here is an overview of the 3 end-to-end projects you will complete:

• Project 1: Hello World Project (Iris flowers dataset).
• Project 2: Regression (Boston House Price dataset).
• Project 3: Binary Classification (Sonar dataset).
  

Each project was designed to be completed in about 60 minutes by the average developer.

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏7 回帖

关键词：Time Series Forecasting Learning Forecast Casting 机器学习

？？？？？

能分享下吗？

楼主有这个书吗？还是说只是介绍下目录

什么意思？

能否分享

2761328526 发表于 2019-3-18 16:45
1. LessonsHere is an overview of the 16 step-by-step lessons you will complete:

Lesson 1: Python ...

谢谢楼主的分享

楼主有这个书吗？还是说只是介绍下目录？？

too bad, not book!

thank you for sharing.