Toadoum

alx-low_level_programming

C low level programming

alx-system_engineering-devops

American-Sign-Language-detection-using-CNN

Data-Insight-Certification-Data-Science-program-

This repository have all my jupyter notebooks for assignments and projects for Data Insight certification

Hybrid-AR-LSTM-model-for-prediction-of-birth

Although ARIMA, AR essentially for linear update models plus some noise thrown in and LSTM essentially for a nonlinear time series model are well known in the literature we have applied them in the data. Based on the fact that the LSTM outperforms the AR then the AR outperform the ARIMA according to their results, we have came with an idea of combining the two best models AR and LSTM in single architecture that that will take advantage of the two models and capture linear and nonlinear phenomena because it has both linear and nonlinear modeling capabilities.

Linear-Regression-with-Regularization-and-Cross-Validation-from-Scratch

LSTM-model-with-python

The model is to predict birth

Ngambay-French-Neural-Machine-Translation-sba_fr_v1-

Sentiment-Analysis-with-Bernoulli-Naive-Bayes

Text-Classification-using-Fully-Connected-Neural-Network

Toadoum/Hybrid-AR-LSTM-model-for-prediction-of-birth

Although ARIMA, AR essentially for linear update models plus some noise thrown in and LSTM essentially for a nonlinear time series model are well known in the literature we have applied them in the data. Based on the fact that the LSTM outperforms the AR then the AR outperform the ARIMA according to their results, we have came with an idea of combining the two best models AR and LSTM in single architecture that that will take advantage of the two models and capture linear and nonlinear phenomena because it has both linear and nonlinear modeling capabilities.

Toadoum/American-Sign-Language-detection-using-CNN

Toadoum/Resources

Best resources to learn ML, DL, Aptitude, Probability, Statistics etc.

Toadoum/Simulink-models-for-PV-systems

Toadoum/Linear-Regression-with-Regularization-and-Cross-Validation-from-Scratch

Toadoum/LSTM-model-with-python

The model is to predict birth

Toadoum/BD4D-Assignments

Five days workshop in big data analytics with python

Toadoum/learn-python3

Jupyter notebooks for teaching/learning Python 3

Toadoum/Materials

This repository contains all the materials and slides from the presentation on introduction to git, github, linux and an introduction to python.

Toadoum/Neural-Network-and-Deep-Learning-Coursera

By Andrew Ng

Toadoum/perceptron

This repository is about Perceptron

Toadoum/test-live-coding

Toadoum/the-breast-cancer-dataset

Import the breast cancer dataset from scikit-learn and perform a classification on it using the KNeighborsClassifier (k-NN) for k = 1, 2, . . . , 10. For each value of k record the training and testing errors (using the in-built accuracy score of the k-NN). Then plot both sets of errors on one plot with the right legend.

Toadoum/Time-series-forecasting-AR-ARIMA-

Prediction of birth using ARIMA and AR