Today in this blog we will learn top rated machine learning topics which is pay the vital role in software AI.
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Below the list of top demand-able topics which is help to became a machine learning expert:
Know about Python
Activation and Loss Functions
Bias
Perceptron
Regression
Gradient Descent
Generative Learning
Support Vector Machines
Backpropagation
Deep Learning
Optimization and Dimensionality Reduction
Long Short Term Memory (LSTM)
Convolutional Neural Networks (CNNs)
Recurrent Neural Nets (RNNs)
Reinforcement Learning
Generative Adversarial Networks (GANs)
Multi-task Learning
NLP
Deep Learning and NLP
Word Vectors
Encoder-Decoder
Scipy and numpy
scikit-learn
Tensorflow
PyTorch
Math
Linear algebra
Probability
Calculus
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