**COMP3222/COMP6246: Lab Index** **Machine Learning Technologies** _2018 Fall: Semester 1_ **University of Southampton** !!! ERROR: 2019/2020 Materials You can find the latest lab materials [here](https://tdgunes.com/COMP6246-2019Fall/). # Lab Sessions Labs will be held at **11:00-13:00** in **Building 59/ECS Teaching Lab (Level 2)** on Wednesdays. Wednesday Oct 10, 2018: Lab #1: Basics of Machine Learning * [**_Download Notebook_**](lab1/lab1.ipynb) * [**_View Online_**](lab1/index.html) * [**_PDF_**](lab1/lab1.pdf) * Extra Materials: * [Python](lab1/extra1_1.pdf) * [Setting Up Environment](lab1/extra1_2.pdf) * [Checklist](lab1/extra1_3.pdf) Wednesday Oct 24, 2018: Lab #2: Linear Regression, Polynomial Regression and Support Vector Machines * [_Download Notebook_](lab2/lab2.ipynb) * [_View Online_](lab2/index.html) * [_PDF_](lab2/lab2.pdf) Wednesday Nov 7, 2018: Lab #3: Decision Trees, Random Forests and Ensemble Learning * [_Download Notebook_](lab3/lab3.ipynb) * [_View Online_](lab3/index.html) * [_PDF_](lab3/lab3.pdf) Wednesday Nov 21, 2018: Lab #4: Introduction to TensorFlow * [_Download Notebook_](lab4/lab4.ipynb) * [_View Online_](lab4/index.html) * [_PDF_](lab4/lab4.pdf) Wednesday Dec 5, 2018: Lab #5: Basic Perceptons, Convolutional Neural Networks * [_Download Notebook_](lab5/lab5.ipynb) * [_View Online_](lab5/index.html) * [_PDF_](lab5/lab5.pdf) Wednesday Dec 12, 2018: Lab #6: Recurrent Neural Networks * [_Download Notebook_](lab6/lab6.ipynb) * [_View Online_](lab6/index.html) * [_PDF_](lab6/lab6.pdf)