Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
Language: python
Author: Henrik Murray (@henrik)
136 stars · 635 views
Files
- lab_utils_softmax.py (python)
- Readme.md (markdown)
- Readme.md (markdown)
- lab_utils_softmax.py (python)
- Readme.md (markdown)
- LICENSE (plaintext)
- utils.py (python)
- C1 - Supervised Machine Learning - Regression and Classification ()
- week1 ()
- Optional Labs ()
- README.md (markdown)
- Practice quiz - Regression ()
- Practice quiz - Supervised vs unsupervised learning ()
- Practice quiz - Train the model with gradient descent ()
- lab_utils_uni.py (python)
- README.md (markdown)
- README.md (markdown)
- README.md (markdown)
- week2 ()
- C1W2A1 ()
- lab_utils_multi.py (python)
- Optional Labs ()
- utils.py (python)
- Practice quiz - Gradient descent in practice ()
- README.md (markdown)
- Practice quiz - Multiple linear regression ()
- week3 ()
- C1W3A1 ()
- README.md (markdown)
- Readme.md (markdown)
- Optional Labs ()
- plt_logistic_loss.py (python)
- lab_utils_common.py (python)
- Readme.md (markdown)
- Practice quiz - Cost function for logistic regression ()
- Practice quiz - Gradient descent for logistic regression ()
- C2 - Advanced Learning Algorithms ()
- plt_one_addpt_onclick.py (python)
- Readme.md (markdown)
- week1 ()
- C2W1A1 ()
- Practice quiz - Neural network model ()
- Practice quiz - Neural networks intuition ()
- Practice quiz - TensorFlow implementation ()
- Practice-Quiz-Neural-Networks-Implementation-in-python ()
- optional-labs ()
- Readme.md (markdown)
- lab_coffee_utils.py (python)
- week2 ()
- C2W2A1 ()
- autils.py (python)
- Practice-Quiz-Activation-Functions ()
- Practice-Quiz-Additional-Neural-Network-Concepts ()
- Practice-Quiz-Neural-Network-Training ()
- Practice-quiz-Multiclass-Classification ()
- lab_utils_common.py (python)
- optional-labs ()
- autils.py (python)
- lab_utils_common.py (python)
- lab_utils_multiclass_TF.py (python)
- week3 ()
- C2W3A1 ()
- utils.py (python)
- Practice-Quiz-Advice-for-applying-machine-learning ()
- assigment_utils.py (python)
- ATTRIBUTION.md (markdown)
- Readme.md (markdown)
- Readme.md (markdown)
- Readme.md (markdown)
- lab_utils_relu.py (python)
- Readme.md (markdown)
- README.md (markdown)
- lab_utils_multiclass.py (python)
- Readme.md (markdown)
- lab_utils_common.py (python)
- README.md (markdown)
- utils.py (python)
- autils.py (python)
- Readme.md (markdown)
- lab_neurons_utils.py (python)
- lab_utils_common.py (python)
- plt_overfit.py (python)
- plt_quad_logistic.py (python)
- Readme.md (markdown)
- lab_utils_common.py (python)
- Readme.md (markdown)