Notes:
Algorithm is defined as “a process or set of rules to be followed in calculations or other problem-solving operations, especially by a computer”. Machine learning is defined as computer systems that are able to learn and adapt without following instructions, using algorithms and statistical models to analyze and draw inferences from patterns in data. Deep learning is a subset of machine learning that uses algorithms in layers which create an artificial neural networks that can learn and make intelligent decisions.
- NLP algorithms
Wikipedia:
References:
- Automatic Speech Recognition: A Deep Learning Approach (2014)
- Natural Language Annotation for Machine Learning (2013)
- Clever Algorithms (2011)
- Encyclopedia of Machine Learning (2011)
See also:
100 Best Artificial Intelligence Algorithm Videos | 100 Best Azure Machine Learning Videos | 100 Best Deep Learning Cloud Videos | 100 Best Deep Learning Tutorial Videos | 100 Best GitHub: Deep Learning | 100 Best Machine Learning Pipeline Videos | 100 Best Machine Learning Tutorial Videos | 100 Best Natural Language Deep Learning Videos | Automated Machine Learning & Dialog Systems 2019 | Classification Algorithms In Dialog Systems | Deep Learning & Chatbots | Genetic Algorithms & Dialog Systems 2018 | Machine Learning & Dialog Systems | Machine Learning as a Service (MLaaS) | Machine Learning Meta Guide | MALLET (MAchine Learning for LanguagE Toolkit) & Dialog Systems | Parsing Algorithms & Dialog Systems
10 Best Machine Learning Algorithms
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. SVM (Support Vector Machine)
5. Naive Bayes
6. KNN (K- Nearest Neighbors)
7. K-Means
8. Random Forest
9. Dimensionality Reduction Algorithms
10. Gradient Boosting & AdaBoost
08 Best Deep Learning Algorithms
1. Multilayer Perceptron Neural Network (MLPNN)
2. Backpropagation
3. Convolutional Neural Network (CNN)
4. Recurrent Neural Network (RNN)
5. Long Short-Term Memory (LSTM)
6. Generative Adversarial Network (GAN)
7. Restricted Boltzmann Machine (RBM)
8. Deep Belief Network (DBN)