Practical AI: Machine Learning, Data Science, LLM
By Changelog Media
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Subscribers: 942
Reviews: 1
Episodes: 298
Oct 2, 2024
Description
Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).
The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!
| Episode | Date |
|---|---|
|
scikit-learn & data science you own
|
Nov 19, 2024 |
|
Creating tested, reliable AI applications
|
Nov 13, 2024 |
|
AI is changing the cybersecurity threat landscape
|
Nov 05, 2024 |
|
The path towards trustworthy AI
|
Oct 29, 2024 |
|
Big data is dead, analytics is alive
|
Oct 24, 2024 |
|
Practical workflow orchestration
|
Oct 15, 2024 |
|
Towards high-quality (maybe synthetic) datasets
|
Oct 09, 2024 |
|
Understanding what's possible, doable & scalable
|
Oct 03, 2024 |
|
GraphRAG (beyond the hype)
|
Sep 25, 2024 |
|
Pausing to think about scikit-learn & OpenAI o1
|
Sep 17, 2024 |
|
Cybersecurity in the GenAI age
|
Sep 11, 2024 |
|
AI is more than GenAI
|
Sep 05, 2024 |
|
Metrics Driven Development
|
Aug 29, 2024 |
|
Threat modeling LLM apps
|
Aug 22, 2024 |
|
Only as good as the data
|
Aug 14, 2024 |
|
Gaudi processors & Intel's AI portfolio
|
Aug 07, 2024 |
|
Broccoli AI at its best 🥦
|
Jul 31, 2024 |
|
Hyperventilating over the Gartner AI Hype Cycle
|
Jul 24, 2024 |
|
The first real-time voice assistant
|
Jul 18, 2024 |
|
Vectoring in on Pinecone
|
Jul 10, 2024 |
|
Stanford's AI Index Report 2024
|
Jul 02, 2024 |
|
Apple Intelligence & Advanced RAG
|
Jun 25, 2024 |
|
The perplexities of information retrieval
|
Jun 19, 2024 |
|
Using edge models to find sensitive data
|
Jun 13, 2024 |
|
Rise of the AI PC & local LLMs
|
Jun 04, 2024 |
|
AI in the U.S. Congress
|
May 29, 2024 |
|
First impressions of GPT-4o
|
May 22, 2024 |
|
Full-stack approach for effective AI agents
|
May 15, 2024 |
|
Autonomous fighter jets?!
|
May 08, 2024 |
|
Private, open source chat UIs
|
Apr 30, 2024 |
|
Mamba & Jamba
|
Apr 24, 2024 |
|
Udio & the age of multi-modal AI
|
Apr 16, 2024 |
|
RAG continues to rise
|
Apr 10, 2024 |
|
Should kids still learn to code?
|
Apr 02, 2024 |
|
AI vs software devs
|
Mar 26, 2024 |
|
Prompting the future
|
Mar 20, 2024 |
|
Generating the future of art & entertainment
|
Mar 12, 2024 |
|
YOLOv9: Computer vision is alive and well
|
Mar 06, 2024 |
|
Representation Engineering (Activation Hacking)
|
Feb 28, 2024 |
|
Leading the charge on AI in National Security
|
Feb 20, 2024 |
|
Gemini vs OpenAI
|
Feb 14, 2024 |
|
Data synthesis for SOTA LLMs
|
Feb 06, 2024 |
|
Large Action Models (LAMs) & Rabbits 🐇
|
Jan 30, 2024 |
|
Collaboration & evaluation for LLM apps
|
Jan 23, 2024 |
|
Advent of GenAI Hackathon recap
|
Jan 17, 2024 |
|
AI predictions for 2024
|
Jan 10, 2024 |
|
Open source, on-disk vector search with LanceDB
|
Dec 19, 2023 |
|
The state of open source AI
|
Dec 12, 2023 |
|
Suspicion machines ⚙️
|
Dec 05, 2023 |
|
The OpenAI debacle (a retrospective)
|
Nov 29, 2023 |
|
Generating product imagery at Shopify
|
Nov 21, 2023 |
|
AI trailblazers putting people first
|
Nov 14, 2023 |
|
Government regulation of AI has arrived
|
Nov 07, 2023 |
|
Self-hosting & scaling models
|
Oct 31, 2023 |
|
Deep learning in Rust with Burn 🔥
|
Oct 24, 2023 |
|
AI's impact on developers
|
Oct 20, 2023 |
|
Generative models: exploration to deployment
|
Oct 03, 2023 |
|
Automate all the UIs!
|
Sep 20, 2023 |
|
Fine-tuning vs RAG
|
Sep 06, 2023 |
|
Automating code optimization with LLMs
|
Aug 29, 2023 |
|
The new AI app stack
|
Aug 23, 2023 |
|
Blueprint for an AI Bill of Rights
|
Aug 09, 2023 |
|
Vector databases (beyond the hype)
|
Aug 01, 2023 |
|
There's a new Llama in town
|
Jul 25, 2023 |
|
Legal consequences of generated content
|
Jul 18, 2023 |
|
A developer's toolkit for SOTA AI
|
Jul 12, 2023 |
|
Cambrian explosion of generative models
|
Jul 06, 2023 |
|
Automated cartography using AI
|
Jun 28, 2023 |
|
From ML to AI to Generative AI
|
Jun 21, 2023 |
|
AI trends: a Latent Space crossover
|
Jun 14, 2023 |
|
Accidentally building SOTA AI
|
Jun 06, 2023 |
|
Controlled and compliant AI applications
|
May 31, 2023 |
|
Data augmentation with LlamaIndex
|
May 23, 2023 |
|
Creating instruction tuned models
|
May 16, 2023 |
|
The last mile of AI app development
|
May 11, 2023 |
|
Large models on CPUs
|
May 02, 2023 |
|
Causal inference
|
Apr 25, 2023 |
|
Capabilities of LLMs 🤯
|
Apr 19, 2023 |
|
Computer scientists as rogue art historians
|
Apr 12, 2023 |
|
Accelerated data science with a Kaggle grandmaster
|
Apr 04, 2023 |
|
Explainable AI that is accessible for all humans
|
Mar 28, 2023 |
|
AI search at You.com
|
Mar 15, 2023 |
|
End-to-end cloud compute for AI/ML
|
Mar 07, 2023 |
|
Success (and failure) in prompting
|
Feb 28, 2023 |
|
Applied NLP solutions & AI education
|
Feb 22, 2023 |
|
Serverless GPUs
|
Feb 14, 2023 |
|
MLOps is alive and well
|
Feb 07, 2023 |
|
3D assets & simulation at NVIDIA
|
Jan 31, 2023 |
|
GPU dev environments that just work
|
Jan 24, 2023 |
|
Machine learning at small organizations
|
Jan 17, 2023 |
|
ChatGPT goes prime time!
|
Jan 10, 2023 |
|
NLP research by & for local communities
|
Jan 03, 2023 |
|
SOTA machine translation at Unbabel
|
Dec 13, 2022 |
|
AI competitions & cloud resources
|
Dec 07, 2022 |
|
Copilot lawsuits & Galactica "science"
|
Nov 29, 2022 |
|
Protecting us with the Database of Evil
|
Nov 16, 2022 |
|
Hybrid computing with quantum processors
|
Nov 08, 2022 |
|
The practicalities of releasing models
|
Nov 01, 2022 |
|
AI adoption in large, well-established companies
|
Oct 26, 2022 |
|
Data for All
|
Oct 18, 2022 |
|
What's up, DocQuery?
|
Oct 12, 2022 |
|
Production data labeling workflows
|
Sep 27, 2022 |
|
Evaluating models without test data
|
Sep 20, 2022 |
|
Stable Diffusion
|
Sep 13, 2022 |
|
Licensing & automating creativity
|
Sep 06, 2022 |
|
Privacy in the age of AI
|
Aug 30, 2022 |
|
Practical, positive uses for deep fakes
|
Aug 24, 2022 |
|
CMU's AI pilot lands in the news 🗞
|
Aug 16, 2022 |
|
AlphaFold is revolutionizing biology
|
Aug 09, 2022 |
|
AI IRL & Mozilla's Internet Health Report
|
Aug 02, 2022 |
|
The geopolitics of artificial intelligence
|
Jul 26, 2022 |
|
DALL-E is one giant leap for raccoons! 🔭
|
Jul 19, 2022 |
|
Cloning voices with Coqui
|
Jul 12, 2022 |
|
AI's role in reprogramming immunity
|
Jun 28, 2022 |
|
Machine learning in your database
|
Jun 22, 2022 |
|
Digital humans & detecting emotions
|
Jun 14, 2022 |
|
Generalist models & Iceman's voice
|
Jun 07, 2022 |
|
🤗 The AI community building the future
|
May 31, 2022 |
|
Active learning & endangered languages
|
May 17, 2022 |
|
Learning the language of life
|
May 03, 2022 |
|
MLOps is NOT Real
|
Apr 26, 2022 |
|
🌍 AI in Africa - Agriculture
|
Apr 19, 2022 |
|
Quick, beautiful web UIs for ML apps
|
Apr 05, 2022 |
|
It's been a BIG week in AI news 🗞
|
Mar 29, 2022 |
|
"Foundation" models
|
Mar 23, 2022 |
|
Clothing AI in a data fabric
|
Mar 16, 2022 |
|
Creating a culture of innovation
|
Mar 08, 2022 |
|
Deploying models (to tractors 🚜)
|
Mar 01, 2022 |
|
One algorithm to rule them all?
|
Feb 15, 2022 |
|
🌍 AI in Africa - Voice & language tools
|
Feb 09, 2022 |
|
Exploring deep reinforcement learning
|
Feb 01, 2022 |
|
The world needs an AI superhero
|
Jan 25, 2022 |
|
Democratizing ML for speech
|
Jan 19, 2022 |
|
Eliminate AI failures
|
Jan 11, 2022 |
|
🌍 AI in Africa - Radiant Earth
|
Jan 05, 2022 |
|
OpenAI and Hugging Face tooling
|
Dec 14, 2021 |
|
Friendly federated learning 🌼
|
Dec 07, 2021 |
|
Technology as a force for good
|
Dec 02, 2021 |
|
AI-generated code with OpenAI Codex
|
Nov 30, 2021 |
|
Zero-shot multitask learning
|
Nov 24, 2021 |
|
Analyzing the 2021 AI Index Report
|
Nov 10, 2021 |
|
Photonic computing for AI acceleration
|
Nov 02, 2021 |
|
Eureka moments with natural language processing
|
Oct 26, 2021 |
|
🌍 AI in Africa - Makerere AI Lab
|
Oct 19, 2021 |
|
Federated Learning 📱
|
Oct 12, 2021 |
|
The mathematics of machine learning
|
Oct 05, 2021 |
|
Balancing human intelligence with AI
|
Sep 28, 2021 |
|
From notebooks to Netflix scale with Metaflow
|
Sep 21, 2021 |
|
Trends in data labeling
|
Sep 14, 2021 |
|
Stellar inference speed via AutoNAS
|
Sep 07, 2021 |
|
Anaconda + Pyston and more
|
Sep 01, 2021 |
|
Exploring a new AI lexicon
|
Aug 24, 2021 |
|
NLP to help pregnant mothers in Kenya
|
Aug 17, 2021 |
|
SLICED - will you make the (data science) cut?
|
Aug 10, 2021 |
|
AI is creating never before heard sounds! 🎵
|
Aug 03, 2021 |
|
Building a data team
|
Jul 27, 2021 |
|
Towards stability and robustness
|
Jul 20, 2021 |
|
From symbols to AI pair programmers 💻
|
Jul 13, 2021 |
|
Vector databases for machine learning
|
Jun 22, 2021 |
|
Multi-GPU training is hard (without PyTorch Lightning)
|
Jun 15, 2021 |
|
Learning to learn deep learning 📖
|
Jun 08, 2021 |
|
The fastest way to build ML-powered apps
|
Jun 01, 2021 |
|
Elixir meets machine learning
|
May 26, 2021 |
|
Apache TVM and OctoML
|
May 18, 2021 |
|
25 years of speech technology innovation
|
May 11, 2021 |
|
Generating "hunches" using smart home data 🏠
|
May 04, 2021 |
|
Mapping the world
|
Apr 27, 2021 |
|
Data science for intuitive user experiences
|
Apr 20, 2021 |
|
Going full bore with Graphcore!
|
Apr 13, 2021 |
|
Next-gen voice assistants
|
Apr 06, 2021 |
|
Women in Data Science (WiDS)
|
Mar 30, 2021 |
|
Recommender systems and high-frequency trading
|
Mar 23, 2021 |
|
Deep learning technology for drug discovery
|
Mar 09, 2021 |
|
Green AI 🌲
|
Mar 02, 2021 |
|
Low code, no code, accelerated code, & failing code
|
Feb 23, 2021 |
|
The AI doc will see you now
|
Feb 16, 2021 |
|
Cooking up synthetic data with Gretel
|
Feb 02, 2021 |
|
The nose knows
|
Jan 26, 2021 |
|
Accelerating ML innovation at MLCommons
|
Jan 19, 2021 |
|
The $1 trillion dollar ML model 💵
|
Jan 11, 2021 |
|
Getting in the Flow with Snorkel AI
|
Dec 21, 2020 |
|
Engaging with governments on AI for good
|
Dec 14, 2020 |
|
From research to product at Azure AI
|
Dec 07, 2020 |
|
The world's largest open library dataset
|
Dec 01, 2020 |
|
A casual conversation concerning causal inference
|
Nov 24, 2020 |
|
Building a deep learning workstation
|
Nov 17, 2020 |
|
Killer developer tools for machine learning
|
Nov 09, 2020 |
|
Reinforcement Learning for search
|
Oct 26, 2020 |
|
When data leakage turns into a flood of trouble
|
Oct 20, 2020 |
|
Productionizing AI at LinkedIn
|
Oct 13, 2020 |
|
R, Data Science, & Computational Biology
|
Oct 06, 2020 |
|
Learning about (Deep) Learning
|
Sep 21, 2020 |
|
When AI goes wrong
|
Sep 14, 2020 |
|
Speech tech and Common Voice at Mozilla
|
Sep 09, 2020 |
|
Getting Waymo into autonomous driving
|
Sep 01, 2020 |
|
Hidden Door and so much more
|
Aug 24, 2020 |
|
Building the world's most popular data science platform
|
Aug 17, 2020 |
|
Practical AI turns 100!!! 🎉
|
Aug 11, 2020 |
|
Attack of the C̶l̶o̶n̶e̶s̶ Text!
|
Aug 03, 2020 |
|
🤗 All things transformers with Hugging Face
|
Jul 27, 2020 |
|
MLOps and tracking experiments with Allegro AI
|
Jul 20, 2020 |
|
Practical AI Ethics
|
Jul 14, 2020 |
|
The ins and outs of open source for AI
|
Jul 07, 2020 |
|
Operationalizing ML/AI with MemSQL
|
Jun 29, 2020 |
|
Roles to play in the AI dev workflow
|
Jun 22, 2020 |
|
The long road to AGI
|
Jun 15, 2020 |
|
Explaining AI explainability
|
Jun 08, 2020 |
|
Exploring NVIDIA's Ampere & the A100 GPU
|
May 26, 2020 |
|
AI for Good: clean water access in Africa
|
May 11, 2020 |
|
Ask us anything (about AI)
|
May 04, 2020 |
|
Reinforcement learning for chip design
|
Apr 27, 2020 |
|
Exploring the COVID-19 Open Research Dataset
|
Apr 20, 2020 |
|
Achieving provably beneficial, human-compatible AI
|
Apr 13, 2020 |
|
COVID-19 Q&A and CORD-19
|
Apr 06, 2020 |
|
Mapping the intersection of AI and GIS
|
Mar 30, 2020 |
|
Welcome to Practical AI
|
Mar 25, 2020 |
|
Speech recognition to say it just right
|
Mar 23, 2020 |
|
Building a career in Data Science
|
Mar 16, 2020 |
|
What exactly is "data science" these days?
|
Mar 09, 2020 |
|
TensorFlow in the cloud
|
Mar 02, 2020 |
|
NLP for the world's 7000+ languages
|
Feb 24, 2020 |
|
Real-time conversational insights from phone call data
|
Feb 17, 2020 |
|
AI-powered scientific exploration and discovery
|
Feb 10, 2020 |
|
Insights from the AI Index 2019 Annual Report
|
Feb 03, 2020 |
|
Testing ML systems
|
Jan 27, 2020 |
|
AI-driven automation in manufacturing
|
Jan 20, 2020 |
|
How the U.S. military thinks about AI
|
Jan 13, 2020 |
|
2019's AI top 5
|
Jan 06, 2020 |
|
AI for search at Etsy
|
Dec 23, 2019 |
|
Escaping the "dark ages" of AI infrastructure
|
Dec 16, 2019 |
|
Modern NLP with spaCy
|
Dec 09, 2019 |
|
Making GANs practical
|
Dec 02, 2019 |
|
Build custom ML tools with Streamlit
|
Nov 25, 2019 |
|
Intelligent systems and knowledge graphs
|
Nov 18, 2019 |
|
Robot hands solving Rubik's cubes
|
Nov 11, 2019 |
|
Open source data labeling tools
|
Nov 05, 2019 |
|
It's time to talk time series
|
Oct 28, 2019 |
|
AI in the browser
|
Oct 21, 2019 |
|
Blacklisted facial recognition and surveillance companies
|
Oct 15, 2019 |
|
Flying high with AI drone racing at AlphaPilot
|
Oct 07, 2019 |
|
AI in the majority world and model distillation
|
Sep 30, 2019 |
|
The influence of open source on AI development
|
Sep 25, 2019 |
|
Worlds are colliding - AI and HPC
|
Sep 17, 2019 |
|
AutoML and AI at Google
|
Sep 09, 2019 |
|
On being humAIn
|
Aug 26, 2019 |
|
Serving deep learning models with RedisAI
|
Aug 12, 2019 |
|
AI-driven studies of the ancient world and good GANs
|
Jul 30, 2019 |
|
AI code that facilitates good science
|
Jul 19, 2019 |
|
Celebrating episode 50 and the neural net!
|
Jul 03, 2019 |
|
Exposing the deception of DeepFakes
|
Jun 25, 2019 |
|
Model inspection and interpretation at Seldon
|
Jun 17, 2019 |
|
GANs, RL, and transfer learning oh my!
|
Jun 11, 2019 |
|
Visualizing and understanding RNNs
|
Jun 04, 2019 |
|
How to get plugged into the AI community
|
May 28, 2019 |
|
AI adoption in the enterprise
|
May 21, 2019 |
|
When AI meets quantum mechanics
|
May 14, 2019 |
|
TensorFlow Dev Summit 2019
|
May 07, 2019 |
|
CTRL-labs lets you control machines with your mind
|
Apr 30, 2019 |
|
Deep Reinforcement Learning
|
Apr 23, 2019 |
|
Making the world a better place at the AI for Good Foundation
|
Apr 15, 2019 |
|
GIPHY's celebrity detector
|
Apr 08, 2019 |
|
The landscape of AI infrastructure
|
Apr 02, 2019 |
|
Growing up to become a world-class AI expert
|
Mar 25, 2019 |
|
Social AI with Hugging Face
|
Mar 18, 2019 |
|
The White House Executive Order on AI
|
Mar 11, 2019 |
|
Staving off disaster through AI safety research
|
Mar 04, 2019 |
|
OpenAI's new "dangerous" GPT-2 language model
|
Feb 25, 2019 |
|
AI for social good at Intel
|
Feb 20, 2019 |
|
GirlsCoding.org empowers young women to embrace computer science
|
Feb 13, 2019 |
|
How Microsoft is using AI to help the Earth
|
Feb 04, 2019 |
|
New year’s resolution: dive into deep learning!
|
Jan 28, 2019 |
|
IBM's AI for detecting neurological state
|
Jan 21, 2019 |
|
2018 in review and bold predictions for 2019
|
Jan 14, 2019 |
|
Finding success with AI in the enterprise
|
Dec 17, 2018 |
|
So you have an AI model, now what?
|
Dec 10, 2018 |
|
Pachyderm's Kubernetes-based infrastructure for AI
|
Dec 03, 2018 |
|
BERT: one NLP model to rule them all
|
Nov 27, 2018 |
|
UBER and Intel’s Machine Learning platforms
|
Nov 19, 2018 |
|
Analyzing AI's impact on society through art and film
|
Nov 12, 2018 |
|
Getting into data science and AI
|
Nov 05, 2018 |
|
AIs that look human and create portraits of humans
|
Oct 31, 2018 |
|
Fighting bias in AI (and in hiring)
|
Oct 22, 2018 |
|
PyTorch 1.0 vs TensorFlow 2.0
|
Oct 15, 2018 |
|
Artificial intelligence at NVIDIA
|
Oct 08, 2018 |
|
OpenAI, reinforcement learning, robots, safety
|
Oct 01, 2018 |
|
Answering recent AI questions from Quora
|
Sep 18, 2018 |
|
AI in healthcare, synthesizing dance moves, hardware acceleration
|
Sep 03, 2018 |
|
Robot Perception and Mask R-CNN
|
Aug 27, 2018 |
|
Open source tools, AI for Dota, and enterprise ML adoption
|
Aug 21, 2018 |
|
Behavioral economics and AI-driven decision making
|
Aug 13, 2018 |
|
Eye tracking, Henry Kissinger on AI, Vim
|
Aug 06, 2018 |
|
Understanding the landscape of AI techniques
|
Jul 30, 2018 |
|
Government use of facial recognition and AI at Google
|
Jul 23, 2018 |
|
Detecting planets with deep learning
|
Jul 16, 2018 |
|
Data management, regulation, the future of AI
|
Jul 09, 2018 |
|
Helping African farmers with TensorFlow
|
Jul 02, 2018 |
|
Putting AI in a box at MachineBox
|
Jul 02, 2018 |
|
Meet your Practical AI hosts
|
Jul 02, 2018 |