Meta-Guide.com

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:

• Algorithm
• Deep learning
• Machine learning

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

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10 Best Machine Learning Algorithms

1. Linear Regression

• • 100 Best Linear Regression Videos
  • Linear Regression & Chatbots 2019

2. Logistic Regression

• • 100 Best Logistic Regression Videos
  • Logistic Regression & Chatbots 2019

3. Decision Tree

• • 100 Best Decision Tree Videos
  • Decision Tree & Dialog Systems 2019

4. SVM (Support Vector Machine)

• • 100 Best Support Vector Machine Videos
  • SVM (Support Vector Machine) & Chatbots 2018

5. Naive Bayes

• • 100 Best Bayesian Tutorial Videos
  • Naive Bayes & Chatbots 2019

6. KNN (K- Nearest Neighbors)

• • 100 Best k-Nearest Neighbors Videos
  • k-Nearest Neighbors & Chatbots 2019

7. K-Means

• • 100 Best K-Means Videos
  • K-Means & Chatbots 2019

8. Random Forest

• • 100 Best Random Forest Videos
  • Random Forest & Chatbots 2019

9. Dimensionality Reduction Algorithms

• • 100 Best Dimensionality Reduction Videos
  • Dimensionality Reduction & Dialog Systems 2019

10. Gradient Boosting & AdaBoost

• • 100 Best Gradient Boosting Videos
  • Gradient Boosting & Chatbots 2019

08 Best Deep Learning Algorithms

1. Multilayer Perceptron Neural Network (MLPNN)

• • 100 Best Multilayer Perceptron Videos
  • Perceptron & Chatbots 2019

2. Backpropagation

• • 100 Best Backpropagation Videos
  • Backpropagation & Chatbots 2019

3. Convolutional Neural Network (CNN)

• • 100 Best Convolutional Neural Network Videos
  • CNN (Convolutional Neural Network) & Dialog Systems 2018

4. Recurrent Neural Network (RNN)

• • 100 Best Recurrent Neural Network Videos
  • RNN (Recurrent Neural Network) & Chatbots 2018

5. Long Short-Term Memory (LSTM)

• • 100 Best Long Short-Term Memory Videos
  • LSTM (Long Short Term Memory) & Dialog Systems 2019

6. Generative Adversarial Network (GAN)

• • 100 Best Generative Adversarial Network Videos
  • Language GAN (Generative Adversarial Network)

7. Restricted Boltzmann Machine (RBM)

• • 100 Best Restricted Boltzmann Machine Videos
  • Boltzmann Machine & Dialog Systems

8. Deep Belief Network (DBN)

• • 100 Best Deep Belief Network Videos
  • Deep Belief Network & Dialog Systems