Hui Jiang

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research:mlfbook [2022/02/07 20:52] – hjresearch:mlfbook [2024/04/02 22:44] (current) – [Machine Learning Fundamentals ©Hui Jiang 2021, Cambridge University Press] huijiang
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   * **Supplementary Lab Projects**:   * **Supplementary Lab Projects**:
-  - Lab 0: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab0_Preparation.html|Preparation]] +  - Lab 0: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab0_Preparation.html|Preparation]] 
-  - Lab 1: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab1_Data_Visualization.html|Data Visualization]] +  - Lab 1: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab1_Data_Visualization.html|Data Visualization]] 
-  - Lab 2: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab2_Linear_Regression.html|Linear Regression]]  +  - Lab 2: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab2_Linear_Regression.html|Linear Regression]]  
-  - Lab 3: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab3_Logistic_Regression.html|Logistic Regression]] +  - Lab 3: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab3_Logistic_Regression.html|Logistic Regression]] 
-  - Lab 4: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab4_Support_Vector_Machine.html|Support Vector Machines]] +  - Lab 4: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab4_Support_Vector_Machine.html|Support Vector Machines]] 
-  - Lab 5: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab5_Fully_Connected_Neural_Networks.html|Fully-Connected Neural Networks]] +  - Lab 5: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab5_Fully_Connected_Neural_Networks.html|Fully-Connected Neural Networks]] 
-  - Lab 6: [[https://www.eecs.yorku.ca/~hj/MLF-Labs/Lab6_Convolutional_Neural_Networks.html|Convolutional Neural Networks]] +  - Lab 6: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab6_Convolutional_Neural_Networks.html|Convolutional Neural Networks]] 
-  - Lab 7: Recurrent Neural Networks and Transformers +  - Lab 7: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab7_Transformers.html|Transformers]] 
-  - Lab 8: Matrix Factorization+  - Lab 8: [[https://www.eecs.yorku.ca/~huijiang/MLF-Labs/Lab8_Matrix_Factorization.html|Matrix Factorization]]
   - Lab 9: Decision Trees, Random Forests and Boosted Trees   - Lab 9: Decision Trees, Random Forests and Boosted Trees
   - Lab 10: Gaussian Classifiers and Gaussian Mixture Models   - Lab 10: Gaussian Classifiers and Gaussian Mixture Models
research/mlfbook.1644267146.txt.gz · Last modified: 2022/02/07 20:52 by hj
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