Machine Learning Roadmap 2020 on Notability 1080HD (Map it to learn it!) скачать в хорошем качестве

Machine Learning Roadmap 2020 on Notability 1080HD (Map it to learn it!)

#MachineLearning #roadmap #notability #iPadPro Map it to learn it! Become a master! Machine learning is the driving force of artificial intelligence. The magnanimity of machine learning (ML) cannot be captured in a single reductionist map. However, in this roadmap we will revisit fundamental ML concepts that we learned about in Machine Learning Blinks (check playlist below):    • Machine Learning Blink 1.1 (types of learn...   The roadmap PDF file can be downloaded at: https://drive.google.com/file/d/1dKGx... This ML map has several stops at: 1. First get to know your data 2. Cross-validation for training and testing your model 3. Different learning models 4. Supervised regression models: linear and nonlinear 5. Supervised classification models: Bayes classifier, perceptrons, and support vector machines 6. Dimensionality reduction methods: feature selection (wrappers and filters), and feature extraction (principle component analysis) 7. Clustering (yes it can only be unsupervised!) 8. Ensemble learning (bagging and boosting) —not on the map. You can add it to your personalized map!