YoVDO

Complete TensorBoard Guide

Offered By: Aladdin Persson via YouTube

Tags

TensorFlow Courses Data Visualization Courses Machine Learning Courses Deep Learning Courses Hyperparameter Tuning Courses Tensorboard Courses

Course Description

Overview

Dive into a comprehensive tutorial on TensorBoard, exploring its various components for enhancing your TensorFlow projects. Learn to generate loss and accuracy plots, visualize image data, create confusion matrices, conduct hyperparameter searches with hparams, utilize the projector for embeddings, and leverage the TensorFlow profiler. Master the art of visualizing and analyzing your models through hands-on examples and practical demonstrations. Gain valuable insights into optimizing your deep learning workflows and improving model performance using TensorBoard's powerful features.

Syllabus

- Introduction and overview
- Starter Code
- TensorBoard Callbacks
- Plots in Scalars Tab
- Visualizing Images
- Confusion Matrix
- Graphs
- HParams
- Projector
- TensorFlow Profiler
- Ending & Outro


Taught by

Aladdin Persson

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