YoVDO

Classifying Skin Cancer - TensorFlow Tutorial

Offered By: Aladdin Persson via YouTube

Tags

TensorFlow Courses Machine Learning Courses Image Classification Courses Data Preprocessing Courses Model Training Courses

Course Description

Overview

Learn to build a TensorFlow model for classifying skin lesions as benign or malignant in this 31-minute tutorial. Explore the ISIC dataset, create a preprocessing script, set up and train the model, and implement advanced metrics including ROC curves. Gain practical experience in handling imbalanced datasets and evaluating model performance for medical image classification tasks.

Syllabus

- Introduction
- Dataset overview
- Preprocess script
- Setup model and training
- Introducing better metrics
- ROC curve
- Evaluation and Ending


Taught by

Aladdin Persson

Related Courses

Creative Applications of Deep Learning with TensorFlow
Kadenze Creative Applications of Deep Learning with TensorFlow III
Kadenze Creative Applications of Deep Learning with TensorFlow II
Kadenze 6.S191: Introduction to Deep Learning
Massachusetts Institute of Technology via Independent Learn TensorFlow and deep learning, without a Ph.D.
Google via Independent