├── .ipynb_checkpoints ├── 0_Probabilidad_y_Estadística_para_ML_-checkpoint.ipynb ├── Introduction_to_Data_Visualization_with_Python-checkpoint.ipynb ├── README-checkpoint.md └── Red_Neuronal_Profunda-checkpoint.ipynb ├── Cheat Sheets ├── Cheat Sheet For Beginners.pdf ├── Data Analysis in Python with Numpy.pdf ├── Importing Data.pdf ├── Jupyter Notebook.pdf ├── Keras Cheat Sheet Neural Networks in Python.pdf ├── Linear Algebra in Python.pdf ├── Matplotlib Cheat Sheet Plotting in Python.pdf ├── Pandas Basics.pdf ├── Pandas Cheat Sheet Data Wrangling in Python.pdf ├── PySpark Cheat Sheet Spark DataFrames in Python.pdf ├── PySpark Cheat Sheet Spark in Python.pdf ├── Python Data Visualization Bokeh Cheat Sheet.pdf ├── Python Machine Learning with sckit learn.pdf └── Python Seaborn Statistical Data Visualization.pdf ├── Deep Learning ├── .ipynb_checkpoints │ ├── DL_with_Keras-checkpoint.ipynb │ ├── DeepLearning_with_Keras-checkpoint.ipynb │ ├── Gated_Recurrent_Units_with_Tensorflow-checkpoint.ipynb │ ├── Generative_Adversarial_Networks-checkpoint.ipynb │ ├── LSTM_with_Pytorch-checkpoint.ipynb │ ├── LSTM_with_Tensorflow-checkpoint.ipynb │ ├── Perceptron-checkpoint.ipynb │ ├── RecurrentNeuralNetwork-checkpoint.ipynb │ ├── Red_Neuronal_Profunda-checkpoint.ipynb │ ├── Redes_Neuronales_con_Tensorflow-checkpoint.ipynb │ ├── Tensorflow_Eager_Execution_Basics-checkpoint.ipynb │ ├── Transfer_Learning-checkpoint.ipynb │ └── Variational_Autoencoders-checkpoint.ipynb ├── Bidirectional_RNN.ipynb ├── Data │ └── diabetes.csv ├── DeepLearning_with_Keras.ipynb ├── Gated_Recurrent_Units_with_Tensorflow.ipynb ├── Generative_Adversarial_Networks.ipynb ├── LSTM_with_Pytorch.ipynb ├── LSTM_with_Tensorflow.ipynb ├── Perceptron.ipynb ├── RNN_multicapa.ipynb ├── Readme.md ├── Red_Neuronal_Profunda.ipynb ├── Redes_Neuronales_Convolucionales.ipynb ├── Redes_Neuronales_Convoluciones_Pytorch.ipynb ├── Redes_Neuronales_Pytorch.ipynb ├── Redes_Neuronales_con_Tensorflow.ipynb ├── Slides │ └── Deep Learning.pptx ├── Tensorflow_Eager_Execution_Basics.ipynb ├── Transfer_Learning.ipynb └── Variational_Autoencoders.ipynb ├── Fundamentos Matematicos ├── 0_Probabilidad_y_Estadística_para_ML_.ipynb ├── 1_Probabilidad_y_Estadistica_para_ML.ipynb └── Math_DL.ipynb ├── How_to_build_a_JAX_Framework.ipynb ├── Machine Learning ├── DecisionTrees.ipynb ├── Ejercicio_LinReg.ipynb ├── RandomForest.ipynb ├── Regression.ipynb └── XGBoost.ipynb ├── Python ├── Introduccion_Python.ipynb ├── Introduction_to_Data_Visualization_with_Python.ipynb ├── Pandas.ipynb └── numpy.ipynb ├── README.md ├── Signals_Processing_for_ML.ipynb ├── Time_Series_Classification.ipynb └── Transformers_from_scratch.ipynb /.ipynb_checkpoints/0_Probabilidad_y_Estadística_para_ML_-checkpoint.ipynb: -------------------------------------------------------------------------------- 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