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Practical AI: Machine Learning, Data Science
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AI search at You.com
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 ๐
AlphaFold is revolutionizing biology
AI IRL & Mozilla's Internet Health Report
The geopolitics of artificial intelligence
DALL-E is one giant leap for raccoons! ๐ญ
Cloning voices with Coqui
AI's role in reprogramming immunity
Machine learning in your database
Digital humans & detecting emotions
Generalist models & Iceman's voice
๐ค The AI community building the future
Active learning & endangered languages
Learning the language of life
MLOps is NOT Real
๐ AI in Africa - Agriculture
Quick, beautiful web UIs for ML apps
It's been a BIG week in AI news ๐
"Foundation" models
Clothing AI in a data fabric
Creating a culture of innovation
Deploying models (to tractors ๐)
One algorithm to rule them all?
๐ AI in Africa - Voice & language tools
Exploring deep reinforcement learning
The world needs an AI superhero
Democratizing ML for speech
Eliminate AI failures
๐ AI in Africa - Radiant Earth
OpenAI and Hugging Face tooling
Friendly federated learning ๐ผ
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
๐ AI in Africa - Makerere AI Lab
Federated Learning ๐ฑ
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! ๐ต
Building a data team
Towards stability and robustness
From symbols to AI pair programmers ๐ป
Vector databases for machine learning
Multi-GPU training is hard (without PyTorch Lightning)
Learning to learn deep learning ๐
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 ๐
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 ๐ฒ
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 ๐ต
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!!! ๐
Attack of the Cฬถlฬถoฬถnฬถeฬถsฬถ Text!
๐ค 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
GirlsCoding.org empowers young women to embrace computer science
How Microsoft is using AI to help the Earth
New yearโs 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 Intelโs 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
