“Nobody phrases it this way, but I think that artificial intelligence is almost a humanities discipline. It's really an attempt to understand human intelligence and human cognition.” —Sebastian Thrun
Economist who likes coding and do Machine Learning stuff. I love the sea, reading books and listen to music.
Twitter: @Kenneth_ca7 LinkedIn: Kenneth Cortes
Mathematical and Statistical foundations
| Topics |
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| Linear Algebra |
| Matplotlib |
| Calculus |
| Convolution and Pooling |
| Probability |
| Multivariable Probability |
| Bayesian Probability |
Automating data extraction and processing
| Topics |
|---|
| Pandas |
| APIs |
| Topics |
|---|
| Q Learning |
| Topics |
|---|
| Tensorflow & Keras |
| Binary Classification |
| Multiclass Classification |
| Optimization |
| Error Analysis |
| Regularization |
| Convolutional Neural Networks (CNN) |
| Deep CNN |
| Transfer Learning |
| Object Detection |
| Recurrent Neural Network (RNN) |
| Time Series |
| Word Embeddings |
| Natural Language Processing metrics |
| Attention |
| Transformers APPs |
| Topics |
|---|
| Dimensionality Reduction |
| Clustering |
| HMM |
| Hyperparameter Tuning |
| Autoencoders |