Practical AI: Machine Learning, Data Science

AI search at

End-to-end cloud compute for AI/ML

Success (and failure) in prompting

Applied NLP solutions & AI education

Serverless GPUs

MLOps is alive and well

3D assets & simulation at NVIDIA

GPU dev environments that just work

Machine learning at small organizations

ChatGPT goes prime time!

NLP research by & for local communities

SOTA machine translation at Unbabel

AI competitions & cloud resources

Copilot lawsuits & Galactica "science"

Protecting us with the Database of Evil

Hybrid computing with quantum processors

The practicalities of releasing models

AI adoption in large, well-established companies

Data for All

What's up, DocQuery?

Production data labeling workflows

Evaluating models without test data

Stable Diffusion

Licensing & automating creativity

Privacy in the age of AI

Practical, positive uses for deep fakes

CMU's AI pilot lands in the news ๐Ÿ—ž

AlphaFold is revolutionizing biology

AI IRL & Mozilla's Internet Health Report

The geopolitics of artificial intelligence

DALL-E is one giant leap for raccoons! ๐Ÿ”ญ

Cloning voices with Coqui

AI's role in reprogramming immunity

Machine learning in your database

Digital humans & detecting emotions

Generalist models & Iceman's voice

๐Ÿค— The AI community building the future

Active learning & endangered languages

Learning the language of life

MLOps is NOT Real

๐ŸŒ AI in Africa - Agriculture

Quick, beautiful web UIs for ML apps

It's been a BIG week in AI news ๐Ÿ—ž

"Foundation" models

Clothing AI in a data fabric

Creating a culture of innovation

Deploying models (to tractors ๐Ÿšœ)

One algorithm to rule them all?

๐ŸŒ AI in Africa - Voice & language tools

Exploring deep reinforcement learning

The world needs an AI superhero

Democratizing ML for speech

Eliminate AI failures

๐ŸŒ AI in Africa - Radiant Earth

OpenAI and Hugging Face tooling

Friendly federated learning ๐ŸŒผ

Technology as a force for good

AI-generated code with OpenAI Codex

Zero-shot multitask learning

Analyzing the 2021 AI Index Report

Photonic computing for AI acceleration

Eureka moments with natural language processing

๐ŸŒ AI in Africa - Makerere AI Lab

Federated Learning ๐Ÿ“ฑ

The mathematics of machine learning

Balancing human intelligence with AI

From notebooks to Netflix scale with Metaflow

Trends in data labeling

Stellar inference speed via AutoNAS

Anaconda + Pyston and more

Exploring a new AI lexicon

NLP to help pregnant mothers in Kenya

SLICED - will you make the (data science) cut?

AI is creating never before heard sounds! ๐ŸŽต

Building a data team

Towards stability and robustness

From symbols to AI pair programmers ๐Ÿ’ป

Vector databases for machine learning

Multi-GPU training is hard (without PyTorch Lightning)

Learning to learn deep learning ๐Ÿ“–

The fastest way to build ML-powered apps

Elixir meets machine learning

Apache TVM and OctoML

25 years of speech technology innovation

Generating "hunches" using smart home data ๐Ÿ 

Mapping the world

Data science for intuitive user experiences

Going full bore with Graphcore!

Next-gen voice assistants

Women in Data Science (WiDS)

Recommender systems and high-frequency trading

Deep learning technology for drug discovery

Green AI ๐ŸŒฒ

Low code, no code, accelerated code, & failing code

The AI doc will see you now

Cooking up synthetic data with Gretel

The nose knows

Accelerating ML innovation at MLCommons

The $1 trillion dollar ML model ๐Ÿ’ต

Getting in the Flow with Snorkel AI

Engaging with governments on AI for good

From research to product at Azure AI

The world's largest open library dataset

A casual conversation concerning causal inference

Building a deep learning workstation

Killer developer tools for machine learning

Reinforcement Learning for search

When data leakage turns into a flood of trouble

Productionizing AI at LinkedIn

R, Data Science, & Computational Biology

Learning about (Deep) Learning

When AI goes wrong

Speech tech and Common Voice at Mozilla

Getting Waymo into autonomous driving

Hidden Door and so much more

Building the world's most popular data science platform

Practical AI turns 100!!! ๐ŸŽ‰

Attack of the Cฬถlฬถoฬถnฬถeฬถsฬถ Text!

๐Ÿค— All things transformers with Hugging Face

MLOps and tracking experiments with Allegro AI

Practical AI Ethics

The ins and outs of open source for AI

Operationalizing ML/AI with MemSQL

Roles to play in the AI dev workflow

The long road to AGI

Explaining AI explainability

Exploring NVIDIA's Ampere & the A100 GPU

AI for Good: clean water access in Africa

Ask us anything (about AI)

Reinforcement learning for chip design

Exploring the COVID-19 Open Research Dataset

Achieving provably beneficial, human-compatible AI

COVID-19 Q&A and CORD-19

Mapping the intersection of AI and GIS

Welcome to Practical AI

Speech recognition to say it just right

Building a career in Data Science

What exactly is "data science" these days?

TensorFlow in the cloud

NLP for the world's 7000+ languages

Real-time conversational insights from phone call data

AI-powered scientific exploration and discovery

Insights from the AI Index 2019 Annual Report

Testing ML systems

AI-driven automation in manufacturing

How the U.S. military thinks about AI

2019's AI top 5

AI for search at Etsy

Escaping the "dark ages" of AI infrastructure

Modern NLP with spaCy

Making GANs practical

Build custom ML tools with Streamlit

Intelligent systems and knowledge graphs

Robot hands solving Rubik's cubes

Open source data labeling tools

It's time to talk time series

AI in the browser

Blacklisted facial recognition and surveillance companies

Flying high with AI drone racing at AlphaPilot

AI in the majority world and model distillation

The influence of open source on AI development

Worlds are colliding - AI and HPC

AutoML and AI at Google

On being humAIn

Serving deep learning models with RedisAI

AI-driven studies of the ancient world and good GANs

AI code that facilitates good science

Celebrating episode 50 and the neural net!

Exposing the deception of DeepFakes

Model inspection and interpretation at Seldon

GANs, RL, and transfer learning oh my!

Visualizing and understanding RNNs

How to get plugged into the AI community

AI adoption in the enterprise

When AI meets quantum mechanics

TensorFlow Dev Summit 2019

CTRL-labs lets you control machines with your mind

Deep Reinforcement Learning

Making the world a better place at the AI for Good Foundation

GIPHY's celebrity detector

The landscape of AI infrastructure

Growing up to become a world-class AI expert

Social AI with Hugging Face

The White House Executive Order on AI

Staving off disaster through AI safety research

OpenAI's new "dangerous" GPT-2 language model

AI for social good at Intel empowers young women to embrace computer science

How Microsoft is using AI to help the Earth

New yearโ€™s resolution: dive into deep learning!

IBM's AI for detecting neurological state

2018 in review and bold predictions for 2019

Finding success with AI in the enterprise

So you have an AI model, now what?

Pachyderm's Kubernetes-based infrastructure for AI

BERT: one NLP model to rule them all

UBER and Intelโ€™s Machine Learning platforms

Analyzing AI's impact on society through art and film

Getting into data science and AI

AIs that look human and create portraits of humans

Fighting bias in AI (and in hiring)

PyTorch 1.0 vs TensorFlow 2.0

Artificial intelligence at NVIDIA

OpenAI, reinforcement learning, robots, safety

Answering recent AI questions from Quora

AI in healthcare, synthesizing dance moves, hardware acceleration

Robot Perception and Mask R-CNN

Open source tools, AI for Dota, and enterprise ML adoption

Behavioral economics and AI-driven decision making

Eye tracking, Henry Kissinger on AI, Vim

Understanding the landscape of AI techniques

Government use of facial recognition and AI at Google

Detecting planets with deep learning

Data management, regulation, the future of AI

Helping African farmers with TensorFlow

Putting AI in a box at MachineBox

Meet your Practical AI hosts