Introduction to ML (45mins)

Intro to Kaggle (15min)

ML Project (1h):

• Loading data with Pandas
• EDA with Matplotlib and Seaborn
• Training Decision tree
• w/ scikit-learn
• w/ Tensorflow Decision Tree
• Model Evaluation
• Model Prediction
• Submiting the results

Intro to Deep Learning (30mins)

DL Project (30mins):

• loading images
• w/ OpenCV
• w/ ImageDataGenerator
• w/ TF Data
• Plotting images
• Image analysis techniques
• Training the model
• Model Evaluation
• Model Prediction