2+ day, 9+ hour ago   (513+ words) Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville and Designing Machine Learning Systems by Chip Huyen move you from model curiosity to engineering judgment. One thread: learn the theory, then operationalize it. Ian Goodfellow, Yoshua Bengio, Aaron Courville You…...

3+ day, 13+ hour ago   (823+ words) Security engineering rewards hands-on practice more than certifications. This shelf covers exploitation, cryptography, malware analysis, and incident response for practitioners who build and break systems, not just audit them. Jon Erickson, Jon Erickson Learn exploitation from first principles, not from…...

2+ week, 6+ day ago   (637+ words) Fine-tuning and small language models go from black box to controllable when you pair systems thinking with hands-on transformer workflows, from Chip Huyen’s production loop to Hugging Face fine-tuning practice in Tunstall et al. After finishing Designing Machine Learning Systems,…...