Data Science at Home

254 Episoder

1. Testing in machine learning: generating tests and data (Ep. 117)

   Publisert: 29.8.2020
2. Why you care about homomorphic encryption (Ep. 116)

   Publisert: 12.8.2020
3. Test-First machine learning (Ep. 115)

   Publisert: 3.8.2020
4. GPT-3 cannot code (and never will) (Ep. 114)

   Publisert: 26.7.2020
5. Make Stochastic Gradient Descent Fast Again (Ep. 113)

   Publisert: 22.7.2020
6. What data transformation library should I use? Pandas vs Dask vs Ray vs Modin vs Rapids (Ep. 112)

   Publisert: 19.7.2020
7. [RB] It’s cold outside. Let’s speak about AI winter (Ep. 111)

   Publisert: 3.7.2020
8. Rust and machine learning #4: practical tools (Ep. 110)

   Publisert: 29.6.2020
9. Rust and machine learning #3 with Alec Mocatta (Ep. 109)

   Publisert: 22.6.2020
10. Rust and machine learning #2 with Luca Palmieri (Ep. 108)

    Publisert: 19.6.2020
11. Rust and machine learning #1 (Ep. 107)

    Publisert: 17.6.2020
12. Protecting workers with artificial intelligence (with Sandeep Pandya CEO Everguard.ai)(Ep. 106)

    Publisert: 15.6.2020
13. Compressing deep learning models: rewinding (Ep.105)

    Publisert: 1.6.2020
14. Compressing deep learning models: distillation (Ep.104)

    Publisert: 20.5.2020
15. Pandemics and the risks of collecting data (Ep. 103)

    Publisert: 8.5.2020
16. Why average can get your predictions very wrong (ep. 102)

    Publisert: 19.4.2020
17. Activate deep learning neurons faster with Dynamic RELU (ep. 101)

    Publisert: 1.4.2020
18. WARNING!! Neural networks can memorize secrets (ep. 100)

    Publisert: 23.3.2020
19. Attacks to machine learning model: inferring ownership of training data (Ep. 99)

    Publisert: 14.3.2020
20. Don't be naive with data anonymization (Ep. 98)

    Publisert: 8.3.2020