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)

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