Single Label Classification w/ Reuters Dataset - Deep Learning with Tensorflow | Ep. 9

Channel:
United States Kody Simpson
Subscribers:
32,299
Published on ● Video Link: https://www.youtube.com/watch?v=Ortz9_q-XWk


Duration: 0:00
66 views
4

This episode teaches you how to display a TensorFlow model summary and how to make a model without explicitly defining the input. #machinelearning #deeplearning #ml #ai

Code: https://github.com/KodySimpson/deeplearning-tensorflow
Join the Community! - https://rebrand.ly/discordlink

Want to Support the Channel?
Become a Member:
https://buymeacoffee.com/kodysimpson

My Socials:
Github: https://github.com/KodySimpson
Instagram: https://www.instagram.com/kody_a_simpson/
Twitter: https://twitter.com/kodysimp

00:00:00 - Overview of Multi-Class Classification
00:01:15 - Introduction to Reuters Dataset
00:03:29 - Data Preprocessing
00:04:24 - Label Encoding Strategies
00:06:35 - Loss Functions Explained
00:10:15 - Implementing One-Hot Encoding
00:11:20 - Designing the Neural Network
00:14:05 - Training and Results Visualization
00:15:37 - Model Evaluation
00:17:00 - Analyzing Model Predictions
00:17:52 - Neural Network Architecture Considerations
00:21:48 - Conclusion and Community Engagement



Other Videos By Kody Simpson


2024-12-12Kotlin: Ep. 30 - Function Overloading
2024-12-12Kotlin: Ep. 29 - Scope
2024-12-09Kotlin: Ep. 27 - Varargs
2024-12-09Kotlin: Ep. 28 - Single Expression Functions
2024-12-09Kotlin: Ep. 26 - Default Parameters & Named Arguments
2024-12-09Kotlin: Ep. 25 - Parameters & Returning
2024-12-08Custom Models & Layers - Deep Learning with Tensorflow | Ep. 13
2024-12-07Functional API Models - Deep Learning with Tensorflow | Ep. 12
2024-12-01Keras Sequential Models & Flatten Layer - Deep Learning with Tensorflow | Ep. 11
2024-11-30MNIST Handwritten Digit Classification - Deep Learning with Tensorflow | Ep. 10
2024-11-29Single Label Classification w/ Reuters Dataset - Deep Learning with Tensorflow | Ep. 9
2024-11-28Binary Classification w/ IMDB Dataset - Deep Learning with Tensorflow | Ep. 7
2024-11-26Your First Neural Network - Deep Learning with Tensorflow | Ep. 6
2024-11-25Gradient Descent from Scratch - Deep Learning with Tensorflow | Ep. 5
2024-11-24CPU vs GPU Performance - Deep Learning with Tensorflow | Ep. 4
2024-11-24Variables - Deep Learning with Tensorflow | Ep. 3
2024-11-23Using Google Colab - Deep Learning with Tensorflow | Ep. 1
2024-11-23Tensors - Deep Learning with Tensorflow | Ep. 2
2024-09-28Minestom Tutorial Ep. 12: Permissions
2024-09-28Polynomial Regression for Machine Learning
2024-09-23Multiple Linear Regression with Gradient Descent from Scratch