Lecture #4: Binary Classification | Deep Learning and Neural Networks
7.8 هزار بار بازدید -
4 سال پیش
-
Binary classification is the task
Binary classification is the task of classifying a given input into 2 classes:
1 denotes positive class, and
0 denotes negative class
See a detailed explanation in the video.
===============Best Books on Machine Learning :=================
1. Introduction to Machine Learning with Python: A Guide for Data Scientists: https://amzn.to/2TLlhAR
2. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems: https://amzn.to/2wKtPij
3. Pattern Recognition and Machine Learning (Information Science and Statistics): https://amzn.to/33aNXpL
4. Deep Learning with Python - François Chollet: https://amzn.to/39ISNgv
5. Deep Learning (Adaptive Computation and Machine Learning series) - Ian Goodfellow: https://amzn.to/2vMPVR7
6. Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series) - Kevin P. Murphy: https://amzn.to/33aNrYN
binary classification,
logistic regression
#NeuralNetworks #DeepLearning #SupervisedLearning #AI #ML #BinaryClassification #LogisticRegression
1 denotes positive class, and
0 denotes negative class
See a detailed explanation in the video.
===============Best Books on Machine Learning :=================
1. Introduction to Machine Learning with Python: A Guide for Data Scientists: https://amzn.to/2TLlhAR
2. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems: https://amzn.to/2wKtPij
3. Pattern Recognition and Machine Learning (Information Science and Statistics): https://amzn.to/33aNXpL
4. Deep Learning with Python - François Chollet: https://amzn.to/39ISNgv
5. Deep Learning (Adaptive Computation and Machine Learning series) - Ian Goodfellow: https://amzn.to/2vMPVR7
6. Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series) - Kevin P. Murphy: https://amzn.to/33aNrYN
binary classification,
logistic regression
#NeuralNetworks #DeepLearning #SupervisedLearning #AI #ML #BinaryClassification #LogisticRegression
4 سال پیش
در تاریخ 1399/01/28 منتشر شده
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