Latest episodes
![Machine Learning in Rust: Amadeus with Alec Mocatta [RB] (ep. 127)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Machine Learning in Rust: Amadeus with Alec Mocatta [RB] (ep. 127)
Data Science at Home,![Top-3 ways to put machine learning models into production (Ep. 126)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Top-3 ways to put machine learning models into production (Ep. 126)
Data Science at Home,![Remove noise from data with deep learning (Ep.125)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Remove noise from data with deep learning (Ep.125)
Data Science at Home,![What is contrastive learning and why it is so powerful? (Ep. 124)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
What is contrastive learning and why it is so powerful? (Ep. 124)
Data Science at Home,![Neural search (Ep. 123)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Neural search (Ep. 123)
Data Science at Home,![Let's talk about federated learning (Ep. 122)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Let's talk about federated learning (Ep. 122)
Data Science at Home,![How to test machine learning in production (Ep. 121)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
How to test machine learning in production (Ep. 121)
Data Science at Home,![Why synthetic data cannot boost machine learning (Ep. 120)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Why synthetic data cannot boost machine learning (Ep. 120)
Data Science at Home,![Machine learning in production: best practices [LIVE from twitch.tv] (Ep. 119)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Machine learning in production: best practices [LIVE from twitch.tv] (Ep. 119)
Data Science at Home,![Testing in machine learning: checking deeplearning models (Ep. 118)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Testing in machine learning: checking deeplearning models (Ep. 118)
Data Science at Home,![Testing in machine learning: generating tests and data (Ep. 117)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Testing in machine learning: generating tests and data (Ep. 117)
Data Science at Home,![Why you care about homomorphic encryption (Ep. 116)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Why you care about homomorphic encryption (Ep. 116)
Data Science at Home,![Test-First machine learning (Ep. 115)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Test-First machine learning (Ep. 115)
Data Science at Home,![GPT-3 cannot code (and never will) (Ep. 114)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
GPT-3 cannot code (and never will) (Ep. 114)
Data Science at Home,![Make Stochastic Gradient Descent Fast Again (Ep. 113)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Make Stochastic Gradient Descent Fast Again (Ep. 113)
Data Science at Home,![What data transformation library should I use? Pandas vs Dask vs Ray vs Modin vs Rapids (Ep. 112)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
What data transformation library should I use? Pandas vs Dask vs Ray vs Modin vs Rapids (Ep. 112)
Data Science at Home,![[RB] It’s cold outside. Let’s speak about AI winter (Ep. 111)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
[RB] It’s cold outside. Let’s speak about AI winter (Ep. 111)
Data Science at Home,![Rust and machine learning #4: practical tools (Ep. 110)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Rust and machine learning #4: practical tools (Ep. 110)
Data Science at Home,![Rust and machine learning #3 with Alec Mocatta (Ep. 109)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Rust and machine learning #3 with Alec Mocatta (Ep. 109)
Data Science at Home,![Rust and machine learning #2 with Luca Palmieri (Ep. 108)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Rust and machine learning #2 with Luca Palmieri (Ep. 108)
Data Science at Home,![Rust and machine learning #1 (Ep. 107)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Rust and machine learning #1 (Ep. 107)
Data Science at Home,![Protecting workers with artificial intelligence (with Sandeep Pandya CEO Everguard.ai)(Ep. 106)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Protecting workers with artificial intelligence (with Sandeep Pandya CEO Everguard.ai)(Ep. 106)
Data Science at Home,![Compressing deep learning models: rewinding (Ep.105)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Compressing deep learning models: rewinding (Ep.105)
Data Science at Home,![Compressing deep learning models: distillation (Ep.104)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Compressing deep learning models: distillation (Ep.104)
Data Science at Home,![Pandemics and the risks of collecting data (Ep. 103)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Pandemics and the risks of collecting data (Ep. 103)
Data Science at Home,![Why average can get your predictions very wrong (ep. 102)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Why average can get your predictions very wrong (ep. 102)
Data Science at Home,![Activate deep learning neurons faster with Dynamic RELU (ep. 101)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Activate deep learning neurons faster with Dynamic RELU (ep. 101)
Data Science at Home,![WARNING!! Neural networks can memorize secrets (ep. 100)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
WARNING!! Neural networks can memorize secrets (ep. 100)
Data Science at Home,![Attacks to machine learning model: inferring ownership of training data (Ep. 99)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)
Attacks to machine learning model: inferring ownership of training data (Ep. 99)
Data Science at Home,![Don't be naive with data anonymization (Ep. 98)](https://media.dev.to/cdn-cgi/image/width=240,height=240,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fpodcast%2Fimage%2F466%2Fe96cebff-f08e-4e49-b667-40a9f7198809.png)