Why do we split data into train test and validation sets?
To train machine learning models we need to provide the model with a training and testing set. And sometimes even a validation set. These terms tend to be used interchangeably causing confusion. So once and for all, let's learn what each of these data splits do and how they contribute to model development. 👋 Keep in touch? ========================== 🐥 Twitter - / misraturp 🔗 LinkedIn - / misraturp 📹 YouTube - / @misraturp 🌎 Website - https://misraturp.com/ Courses & resources ============================ 📙 Fundamentals of Deep Learning in 25 pages https://misraturp.gumroad.com/l/fdl 🤖 Deep Learning 101 with Python and Keras (FREE) • 50 Days of Deep Learning 🏃♀️ Data Science Kick-starter mini-course (FREE) https://misraturp.gumroad.com/l/kick-... 🐼 Pandas cheat sheet (FREE) https://misraturp.gumroad.com/l/pandascs 📝 NNs hyperparameters cheat sheet (FREE) https://misraturp.gumroad.com/l/hcs
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