Browse Lessons

Generative AI APIs, tools, and more dev news

Google for Games Developer Summit 2023 Keynote

Google I/O, Google for Games Developer Summit, and more dev news!

Join us tomorrow for Google for Games Developer Summit 2023 #Shorts

Interview with Mouaz M. Al-Shahmeh, Flutter Contributor to Google Dev Library

Container queries in all 3 engines! #Shorts

Dataset Search, Wear OS updates, and more dev news!

Serving PyTorch models #Shorts

Farewell Google’s Coding Competitions, Learn Privacy course, and more dev news!

Advanced mentorship concepts

4 mentorship concepts you should know

Connect with passionate student developers from India - Google Developer Student Clubs

Introducing Realm for Dart and Flutter #Shorts

Realm for Dart and Flutter, web experiences, and more dev news!

Bard conversational AI, Flutter Forward, and more dev news!

New developers: Coding tips and career advice from itsthatlady.dev

Join the community: Adventurely.app for digital nomads and coworkers

Meet your musical match: The Beatmatch.app dating and social platform

7.1: Machine Learning as a Web Engineer - putting knowledge into practice

Advanced machine learning for web developers: Autoencoders, GANs, RNNs and more

6.5: Dealing with edge cases in spam detection

6.4.1: Using a natural language model: Comment spam detection - setting up the web scaffolding

6.4.4: Using a natural language model: Comment spam detection - web sockets

6.3: Natural language processing (NLP) - understanding written text

6.4.2: Using a natural language model: Comment spam detection - loading a pretrained NLP model

6.4.3: Using a natural language model: Comment spam detection - word tokenization

6.6: Using a retrained spam detection model in the web browser with TensorFlow.js

6.1: Using models from Python in the web browser with TensorFlow.js

6.2: Converting Python saved models with the TensorFlow.js command line converter

Level up with Google Developer Student Clubs

Recognize custom objects with TensorFlow.js.

5.3: Using layers models for transfer learning

5.1: Transfer learning: Retraining existing models in the web browser with TensorFlow.js

Google Summer of Code 2023 #Shorts

Google Summer of Code 2023, Cloud Workstations, and more dev news

This is what we mean when we say Google Developer Experts (GDE)

4.7.2: Beyond perceptrons: Convolutional Neural Network (CNNs) - Implementation with TensorFlow.js

4.7.1: Beyond perceptrons: Convolutional Neural Network (CNNs) in the web browser

4.6.2: Multi-layer perceptrons for classification - Implementing a classifier in TensorFlow.js

ML tutorial: How to solve classification problems with TensorFlow and multi-layer perceptrons

4.5.2: Multi-layer perceptrons - Deep neural networks for non linear data

4.5.1: Multi-layer perceptrons - The limits of a single neuron

TensorFlow.js tutorial: A neuron implementation for linear regression

4.4.2: Implement a neuron for linear regression - Importing and normalizing training data

4.4.1: Implement a neuron for linear regression - Training data and outliers

ML tutorial: How to train neurons

4.3.1: What's a neuron?

4.2: Gathering, refining, and using data effectively for ML model datasets