~/talks

Laurence Moroney

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Small AI is the next Big ThingdroidCon USA 20262026-07-16
Argues that tiny models (Gemma 4, Gemma 3, Tiny Llama, Quen) are now practical: fine-tune with LoRA on ~1,000 examples in ~2 hours on Colab, quantize to 4‑bit…
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KeynoteWomen in Machine Learning Symposium 20222022-12-09
Overview of concrete launches and demos: announces MediaPipe Studio and high-level MediaPipe tasks for low-code mobile and web ML, a forthcoming Kaggle mobile…
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Keynote! The opportunity for Android devs with AI and MLdroidcon Italy 20222022-10-06
Android developers get concrete routes to ship ML models on-device using TensorFlow -> TensorFlow Lite, Model Maker and MediaPipe Tasks, with a preview no-code…
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AI and Machine Learning for developersGoogle I/O 20222022-05-11
Overview of concrete tooling and results: Google showcases dataset and preprocessing stacks like TensorFlow Datasets, bias‑analysis with Know Your Data, and…
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Top AI and ML announcementsGoogle I/O 20222022-05-11
Round-up lists concrete releases and guidance: Coral Dev Board Micro ships as a microcontroller with an Edge TPU and the Coral catalog adds about 40 pretrained…
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State-of-the-art Machine Learning research with Google toolsGoogle's Machine Learning Virtual Community Day 20212021-11-09
Cloud-managed TPUs scale into TPU Pods that run state-of-the-art training and inference, while T5X provides a modular framework for configurable sequence-model…
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Gradient ascent for your careerWomen in Machine Learning Symposium 20212021-10-19
Claims that AI/ML drives massive job and market growth (37% in data/AI jobs, 40–50% YoY software market, ~100k LinkedIn openings) pair with concrete tooling…
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Cross platform computer vision made easy with Model MakerGoogle I/O 20212021-05-18
A concrete howto that ends with a downloadable app skeleton and working model not vague promises The demo pulls a model from TensorFlow Hub, shows TensorFlow…
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Google's AI MapGoogle I/O 20212021-05-18
An AMA that gives concrete tools and results: demos show Vertex neural architecture search producing a more accurate spam model than Model Maker, a…
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Anomaly detection with TensorFlowGoogle I/O 20212021-05-18
Shows how TensorFlow builds an autoencoder not VAE that compresses 140-point ECG windows into an 8-d latent bottleneck then reconstructs and flags high…
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Teaching ML and AI to CodersML Conf EU 20202020-11-05
Explains a concrete program: a TensorFlow syllabus turned into three MOOCs (with deeplearning.ai), a YouTube channel, hands‑on codelabs, university…
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Machine Learning Zero to HeroGoogle I/O 20192019-05-07
Code shows training a rock paper scissors classifier with TensorFlow Keras using 150x150x3 input images, a convolution + pooling stack feeding a 512 dense…
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What’s new in Android machine learningGoogle I/O 20192019-05-07
Android announces concrete on-device ML pieces: Android runs on 2.5 billion devices and exposes the Neural Networks API for GPU/DSP/NPU acceleration; measured…
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Machine Learning on Your Device: The OptionsGoogle I/O 20192019-05-07
Shows the exact workflow: train in TensorFlow, save a SavedModel, run the TensorFlow.js converter to get model.json plus its binary, or run the TF Lite…
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What's New with TensorFlow?Google Cloud Next '182018-07-24
Shows concrete releases and numbers: TensorFlow Lite ships a .tflite runtime that runs MobileNet image inference on a Pixel 2 in ~50 ms (emulator ~1,100 ms)…
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What to consider when developing mobile appsGoogle Cloud Next '172017-03-08
Conference data shows 51% of mobile devs earn ≤$500/month while 29% earn ≥$5,000, and 88% of top earners target Android, iOS and web. Practical tooling covers…
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Summit Report: Growth Hacking with Laurence MoroneyFirebase Dev Summit 20162016-11-07
Firebase frames growth hacking as three concrete efforts and ties each to specific tools: Remote Config A/B testing for experimentation, direct acquisition via…
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User Identity and Sign In with GoogleAndroid Dev Summit 20152015-11-23
Sign-In with Google now ships as a simplified three-step flow in Google Play Services (account picker → optional scope consent → app) and adds a backend-safe…
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Everything I learned about dynamic scaling of cloud apps.dotScale 20142014-05-19
A live One Direction event drives massive ten‑minute spikes so the team uses App Engine for VM autoscaling but avoids constant capacity costs by writing…
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Everything I learned about dynamic scaling of cloud apps.dotScale 20132013-06-07
Built a second‑screen quiz for the One Direction seven-hour livestream that faces million‑fan spikes every ten minutes, running on Google App Engine and using…
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