added image credits prior to publication

script/00_numpy_pandas_matplotlib_intro.ipynb

script/01_introduction.ipynb

script/02_classification.ipynb

script/03_overfitting_and_cross_validation.ipynb

script/04_measuring_quality_of_a_classifier.ipynb

...rocessing_pipelines_and_hyperparameter_optimization.ipynb

script/06_classifiers_overview-part_1.ipynb

script/06_classifiers_overview-part_2.ipynb

script/07_regression.ipynb

script/08_a-neural_networks.ipynb

script/08_b-neural_networks.ipynb

script/08_c-neural_networks.ipynb

script/08_d-neural_networks.ipynb

script/08_e-neural_networks.ipynb

script/Regularization.ipynb

script/images/7vge4m.jpg

script/images/neuralnets/neural_net.jpeg

script/images/neuralnets/neural_net2.jpeg