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Introduction to Giving Computers the Ability to Learn from Data; Training Simple Machine Learning Algorithms for Classification; A Tour of Machine Learning Classifiers Using scikit-learn; Building Good Training Datasets-Data Preprocessing; Compressing Data via Dimensionality Reduction; Learning Best Practices for Model Evaluation and Hyperparameter Tuning; Combining Different Models for Ensemble Learning; Applying Machine Learning to Sentiment...
18 p haui 21/06/2022 99 3
Từ khóa: Machine Learning;Python Machine Learning;Deep Learning;Scikit-learn;TensorFlow 2, Công nghệ thông tin, Sebastian Raschka#Vahid Mirjalili
Feed forward neural nets; tensorflow; convolutional neural networks; word embeddings and recurrent NNs; sequence to sequence learning; deep reinforcement learning; unsupervised neural network medels. Thông tin trích dẫn: Introduction to deep learning. Charniak, Eugene. NXB The MIT Press, 2018. Vui lòng truy cập địa chỉ sau để download và biết thêm thông tin chi tiết:...
11 p haui 21/06/2022 23 0
Từ khóa: Deep learning, Công nghệ thông tin, Charniak, Eugene
Fundamentals of deep learning: What is deep learning; before we begin; getting started with neural networks; fundamentals of machine learning. Deep learning in practice: Deep learning for computer vision; deep learning for text and sequences; advanced deep learning best pratices; generative deep learning; conclusions. Thông tin trích dẫn: Deep learning with python. Chollet, Francois. NXB Manning Publications Co., 2017. Vui lòng truy...
0 p haui 21/06/2022 76 0
Từ khóa: Deep learning; python, Công nghệ thông tin, Chollet, Francois