├── 01-Introduction to the DNN.pptx ├── 01_VariablesAndOperators.ipynb ├── 01_numpy_pandas_matplotlib.ipynb ├── 02-Introduction to Python.pptx ├── 02_Dataset_titanic_preprocessing.ipynb ├── 02_StringAndPrint.ipynb ├── 03-Introduction to Machine Learning_DNN.pptx ├── 03_Lists_Tuples_Sets.ipynb ├── 04_dict.ipynb ├── 05_if_loops_functions.ipynb ├── 06_Calculator.ipynb ├── 4_a_DNN.ipynb ├── 4_a_DNN_classification_example.ipynb ├── covid-19-regression_tensorflow.ipynb ├── covid-19.ipynb ├── covid_19_data.csv ├── final_dataset.csv ├── final_dataset_ready.csv ├── tensorFlow_titanic_classification.ipynb ├── time_series_covid_19_confirmed.csv ├── time_series_covid_19_deaths.csv ├── time_series_covid_19_recovered.csv └── titanic.csv /01-Introduction to the DNN.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/01-Introduction to the DNN.pptx -------------------------------------------------------------------------------- /01_VariablesAndOperators.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/01_VariablesAndOperators.ipynb -------------------------------------------------------------------------------- /01_numpy_pandas_matplotlib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/01_numpy_pandas_matplotlib.ipynb -------------------------------------------------------------------------------- /02-Introduction to Python.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/02-Introduction to Python.pptx -------------------------------------------------------------------------------- /02_Dataset_titanic_preprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/02_Dataset_titanic_preprocessing.ipynb -------------------------------------------------------------------------------- /02_StringAndPrint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/02_StringAndPrint.ipynb -------------------------------------------------------------------------------- /03-Introduction to Machine Learning_DNN.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/03-Introduction to Machine Learning_DNN.pptx -------------------------------------------------------------------------------- /03_Lists_Tuples_Sets.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/03_Lists_Tuples_Sets.ipynb -------------------------------------------------------------------------------- /04_dict.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/04_dict.ipynb -------------------------------------------------------------------------------- /05_if_loops_functions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/05_if_loops_functions.ipynb -------------------------------------------------------------------------------- /06_Calculator.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/06_Calculator.ipynb -------------------------------------------------------------------------------- /4_a_DNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/4_a_DNN.ipynb -------------------------------------------------------------------------------- /4_a_DNN_classification_example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/4_a_DNN_classification_example.ipynb -------------------------------------------------------------------------------- /covid-19-regression_tensorflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/covid-19-regression_tensorflow.ipynb -------------------------------------------------------------------------------- /covid-19.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/covid-19.ipynb -------------------------------------------------------------------------------- /covid_19_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/covid_19_data.csv -------------------------------------------------------------------------------- /final_dataset.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/final_dataset.csv -------------------------------------------------------------------------------- /final_dataset_ready.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/final_dataset_ready.csv -------------------------------------------------------------------------------- /tensorFlow_titanic_classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/tensorFlow_titanic_classification.ipynb -------------------------------------------------------------------------------- /time_series_covid_19_confirmed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/time_series_covid_19_confirmed.csv -------------------------------------------------------------------------------- /time_series_covid_19_deaths.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/time_series_covid_19_deaths.csv -------------------------------------------------------------------------------- /time_series_covid_19_recovered.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/time_series_covid_19_recovered.csv -------------------------------------------------------------------------------- /titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AISPUBLISHING/dnn-python-from-scratch/HEAD/titanic.csv --------------------------------------------------------------------------------