izzuzantyaf / ml-homework

Machine learning lecture homework

Machine Learning Lecture Homework

Nama : Izzu Zantya Fawwas

NIM : 1103184004

Kelas : TK-42-G5

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Week 1

1. Basic Data Exploration

2. Decision Tree Model

3. Model Validation

4. Underfitting and Overfitting

5. Random Forest

Week 2

Linear Regression

Week 3

K-Nearest Neighbour

Week 4

Data Visualization

Week 5

PCA

Week 6

Data Clustering

Week 7

XGBoost

Week 8

SVM

Week 9

Multi Layer Perceptron and NN

Week 10

Visualize Training with TensorBoard

Week 11

Convolutional Neural Network

Week 12

Modern Convolution Neural Networks

Week 13

GRU and LTSM

Week 14

Final Exam