Coursera: Machine Learning - All weeks solutions [Assignment + Quiz] - Andrew NG

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1. Coursera: Machine Learning
2. Google Data Analytics Professional Certificate.

Week 1

Quiz:

Machine Learning (Week 1) Quiz

1.Introduction

Machine Learning (Week 1) Quiz

      2.Linear Regression with One Variable

Machine Learning (Week 1) Quiz

•  3.Linear Algebra

Assignments:

• No Assignment 
• 
  

• Week 2

  Quiz:

  • Machine Learning (Week 2) Quiz
  • 
       1.Linear Regression with Multiple Variables

  
  

  • Machine Learning (Week 2) Quiz
  • 
    
  •    2. Octave / Matlab Tutorial
  • 
    

  Assignments:

  • Machine Learning (Week 2) 
  • 
    1.Linear regression and get to see it work on data  [Assignment Solution]
  • 
    

  Week 3

  Quiz:

  • Machine Learning (Week 3) Quiz
  • 
        1.Logistic Regression
  • 
    

  • Machine Learning (Week 3) Quiz
  • 
    
  •    2.Regularization
  • 
    

  • Assignments:

    • Machine Learning (Week 3)
    •  
      1.Logistic regression and apply it to two different datasets [Assignment Solution]

  
  

  Week 4

  Quiz:

  • Machine Learning (Week 4) Quiz
  • 
    1.Neural Networks: Representation
  • 
    

  • Assignments:

    • Machine Learning (Week 4)
    • 
      1.One-vs-all logistic regression and neural networks to recognize hand-written digits. [Assignment Solution]
    • 
      

  Week 5

  Quiz:

  • Machine Learning (Week 5) Quiz
  • 
       1.Neural Networks: Learning
  • 
    

  • Assignments:

    • Machine Learning (Week 5)
    • 
      1.Back-propagation algorithm for neural networks to the task of hand-written digit recognition. [Assignment Solution]

  
  

• Week 6

  Quiz:

  • Machine Learning (Week 6) Quiz
  • 
    
  • 1. Advice for Applying Machine Learning

• • Machine Learning (Week 6) Quiz
  • 
       2.Machine Learning System Design

  
  
  

• Assignments:

  • Machine Learning (Week 6) 
  • 
      1.Regularized linear regression to study models with different bias-variance properties.[Assignment Solution]
  • 
    
• 
  
• 
  

• Week 7

  Quiz:

  • Machine Learning (Week 7) Quiz
  • 
       1.Support Vector Machines
  • 
    

  • Assignments:

    • Machine Learning (Week 7)
    • 
         1.Support vector machines (SVM) to build a spam classifier.[Assignment Solution]
    • 
      

  Week 8

  Quiz:

  • Machine Learning (Week 8) Quiz
  • 
       1.Unsupervised Learning

  
  

  • Machine Learning (Week 8) Quiz
  • 
       2.Principal Component Analysis
  • 
    

  Assignments:

  • Machine Learning (Week 8)
  • 
       1.K-means clustering and PCA.[Assignment Solution]
  • 
    

  
  

  Week 9

  Quiz:

  • Machine Learning (Week 9) Quiz
  • 
       1.Anomaly Detection   

  
  

  • Machine Learning (Week 9) Quiz
  • 
       2.Recommender Systems
  • 
    

  Assignments:

  • Machine Learning (Week 9)
  • 
      1.Anomaly detection and recommender systems [Assignment Solution]

  
  
  

  Week 10

  Quiz:

  • Machine Learning (Week 10) Quiz
  • 
    
  •   1.Large Scale Machine Learning
  • 
    

  Assignments:

  • No Assignment

  
  

  Week 11

  Quiz:

  • Machine Learning (Week 11) Quiz
  • 
      1.Application: Photo OCR Variables
  • 
    

  Assignments:

  • No Assignment

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                         Machine Learning Coursera-All weeks solutions [Assignment + Quiz]   click here

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