├── .gitbook └── assets │ ├── cleanshot-2020-06-08-at-12.01.58-2x.png │ ├── cleanshot-2020-06-08-at-12.04.06-2x.png │ ├── cleanshot-2020-06-16-at-17.42.58-2x.png │ ├── cleanshot-2020-06-30-at-15.11.22-2x.png │ ├── cleanshot-2020-06-30-at-15.20.32-2x.png │ ├── cleanshot-2020-07-01-at-22.39.49-2x.png │ ├── cleanshot-2020-07-01-at-22.41.53-2x.png │ ├── cleanshot-2020-07-02-at-17.33.52-2x.png │ ├── cleanshot-2020-07-02-at-17.34.50-2x.png │ ├── cleanshot-2020-07-06-at-19.09.30-2x.png │ ├── cleanshot-2020-07-06-at-19.10.25-2x.png │ ├── cleanshot-2020-07-06-at-19.11.29-2x.png │ ├── cleanshot-2020-07-06-at-19.14.01-2x.png │ ├── cleanshot-2020-07-09-at-09.56.23-2x.jpg │ ├── cleanshot-2020-07-16-at-12.49.50-2x.jpg │ ├── data.png │ ├── debugging_overview.jpg │ ├── deployment.png │ ├── image (1).png │ ├── image (2).png │ ├── image (3).png │ ├── image.png │ ├── ml-interview-tips.png │ ├── mqan-architecture.png │ ├── softwarev2.png │ ├── team-structures.png │ ├── tools.png │ └── uber-cota.png ├── README.md ├── SUMMARY.md ├── _assets ├── guest_lecturers.key └── instructors.key ├── certification ├── certification.md └── exam-preparation.md ├── course-content ├── data-management │ ├── README.md │ ├── labeling.md │ ├── overview.md │ ├── processing.md │ ├── sources.md │ ├── storage.md │ └── versioning.md ├── infrastructure-and-tooling │ ├── README.md │ ├── all-in-one-solutions.md │ ├── experiment-management.md │ ├── frameworks-and-distributed-training.md │ ├── hardware.md │ ├── hyperparameter-tuning.md │ ├── overview.md │ ├── resource-management.md │ └── software-engineering.md ├── labs.md ├── ml-teams │ ├── README.md │ ├── hiring.md │ ├── managing-projects.md │ ├── overview.md │ ├── roles.md │ └── team-structure.md ├── research-areas.md ├── setting-up-machine-learning-projects │ ├── README.md │ ├── archetypes.md │ ├── baselines.md │ ├── lifecycle.md │ ├── metrics.md │ ├── overview.md │ └── prioritizing.md ├── testing-and-deployment │ ├── README.md │ ├── ci-testing.md │ ├── docker.md │ ├── hardware-mobile.md │ ├── ml-test-score.md │ ├── monitoring.md │ ├── project-structure.md │ └── web-deployment.md ├── training-and-debugging │ ├── README.md │ ├── conclusion.md │ ├── debug.md │ ├── evaluate.md │ ├── improve.md │ ├── overview.md │ ├── start-simple.md │ └── tune.md └── where-to-go-next.md └── guest-lectures ├── andrej-karpathy-tesla.md ├── chip-huyen-nvidia.md ├── franziska-bell-toyota-research.md ├── jai-ranganathan-keeptruckin.md ├── jeremy-howard-fast.ai.md ├── lukas-biewald-weights-and-biases.md ├── raquel-urtasun-uber-atg.md ├── richard-socher-salesforce.md ├── xavier-amatriain.md └── yangqing-jia-alibaba.md /.gitbook/assets/cleanshot-2020-06-08-at-12.01.58-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-06-08-at-12.01.58-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-06-08-at-12.04.06-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-06-08-at-12.04.06-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-06-16-at-17.42.58-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-06-16-at-17.42.58-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-06-30-at-15.11.22-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-06-30-at-15.11.22-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-06-30-at-15.20.32-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-06-30-at-15.20.32-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-01-at-22.39.49-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-01-at-22.39.49-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-01-at-22.41.53-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-01-at-22.41.53-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-02-at-17.33.52-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-02-at-17.33.52-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-02-at-17.34.50-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-02-at-17.34.50-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-06-at-19.09.30-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-06-at-19.09.30-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-06-at-19.10.25-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-06-at-19.10.25-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-06-at-19.11.29-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-06-at-19.11.29-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-06-at-19.14.01-2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-06-at-19.14.01-2x.png -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-09-at-09.56.23-2x.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-09-at-09.56.23-2x.jpg -------------------------------------------------------------------------------- /.gitbook/assets/cleanshot-2020-07-16-at-12.49.50-2x.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/cleanshot-2020-07-16-at-12.49.50-2x.jpg -------------------------------------------------------------------------------- /.gitbook/assets/data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/data.png -------------------------------------------------------------------------------- /.gitbook/assets/debugging_overview.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/debugging_overview.jpg -------------------------------------------------------------------------------- /.gitbook/assets/deployment.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/deployment.png -------------------------------------------------------------------------------- /.gitbook/assets/image (1).png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/image (1).png -------------------------------------------------------------------------------- /.gitbook/assets/image (2).png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/image (2).png -------------------------------------------------------------------------------- /.gitbook/assets/image (3).png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/image (3).png -------------------------------------------------------------------------------- /.gitbook/assets/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/image.png -------------------------------------------------------------------------------- /.gitbook/assets/ml-interview-tips.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/ml-interview-tips.png -------------------------------------------------------------------------------- /.gitbook/assets/mqan-architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/mqan-architecture.png -------------------------------------------------------------------------------- /.gitbook/assets/softwarev2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/softwarev2.png -------------------------------------------------------------------------------- /.gitbook/assets/team-structures.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/team-structures.png -------------------------------------------------------------------------------- /.gitbook/assets/tools.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/tools.png -------------------------------------------------------------------------------- /.gitbook/assets/uber-cota.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/.gitbook/assets/uber-cota.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/README.md -------------------------------------------------------------------------------- /SUMMARY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/SUMMARY.md -------------------------------------------------------------------------------- /_assets/guest_lecturers.key: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/_assets/guest_lecturers.key -------------------------------------------------------------------------------- /_assets/instructors.key: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/_assets/instructors.key -------------------------------------------------------------------------------- /certification/certification.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/certification/certification.md -------------------------------------------------------------------------------- /certification/exam-preparation.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/certification/exam-preparation.md -------------------------------------------------------------------------------- /course-content/data-management/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/README.md -------------------------------------------------------------------------------- /course-content/data-management/labeling.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/labeling.md -------------------------------------------------------------------------------- /course-content/data-management/overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/overview.md -------------------------------------------------------------------------------- /course-content/data-management/processing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/processing.md -------------------------------------------------------------------------------- /course-content/data-management/sources.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/sources.md -------------------------------------------------------------------------------- /course-content/data-management/storage.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/storage.md -------------------------------------------------------------------------------- /course-content/data-management/versioning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/data-management/versioning.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/README.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/all-in-one-solutions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/all-in-one-solutions.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/experiment-management.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/experiment-management.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/frameworks-and-distributed-training.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/frameworks-and-distributed-training.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/hardware.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/hardware.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/hyperparameter-tuning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/hyperparameter-tuning.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/overview.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/resource-management.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/resource-management.md -------------------------------------------------------------------------------- /course-content/infrastructure-and-tooling/software-engineering.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/infrastructure-and-tooling/software-engineering.md -------------------------------------------------------------------------------- /course-content/labs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/labs.md -------------------------------------------------------------------------------- /course-content/ml-teams/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/README.md -------------------------------------------------------------------------------- /course-content/ml-teams/hiring.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/hiring.md -------------------------------------------------------------------------------- /course-content/ml-teams/managing-projects.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/managing-projects.md -------------------------------------------------------------------------------- /course-content/ml-teams/overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/overview.md -------------------------------------------------------------------------------- /course-content/ml-teams/roles.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/roles.md -------------------------------------------------------------------------------- /course-content/ml-teams/team-structure.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/ml-teams/team-structure.md -------------------------------------------------------------------------------- /course-content/research-areas.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/research-areas.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/README.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/archetypes.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/archetypes.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/baselines.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/baselines.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/lifecycle.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/lifecycle.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/metrics.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/metrics.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/overview.md -------------------------------------------------------------------------------- /course-content/setting-up-machine-learning-projects/prioritizing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/setting-up-machine-learning-projects/prioritizing.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/README.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/ci-testing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/ci-testing.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/docker.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/docker.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/hardware-mobile.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/hardware-mobile.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/ml-test-score.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/ml-test-score.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/monitoring.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/monitoring.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/project-structure.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/project-structure.md -------------------------------------------------------------------------------- /course-content/testing-and-deployment/web-deployment.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/testing-and-deployment/web-deployment.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/README.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/conclusion.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/conclusion.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/debug.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/debug.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/evaluate.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/evaluate.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/improve.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/improve.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/overview.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/overview.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/start-simple.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/start-simple.md -------------------------------------------------------------------------------- /course-content/training-and-debugging/tune.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/training-and-debugging/tune.md -------------------------------------------------------------------------------- /course-content/where-to-go-next.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/course-content/where-to-go-next.md -------------------------------------------------------------------------------- /guest-lectures/andrej-karpathy-tesla.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/andrej-karpathy-tesla.md -------------------------------------------------------------------------------- /guest-lectures/chip-huyen-nvidia.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/chip-huyen-nvidia.md -------------------------------------------------------------------------------- /guest-lectures/franziska-bell-toyota-research.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/franziska-bell-toyota-research.md -------------------------------------------------------------------------------- /guest-lectures/jai-ranganathan-keeptruckin.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/jai-ranganathan-keeptruckin.md -------------------------------------------------------------------------------- /guest-lectures/jeremy-howard-fast.ai.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/jeremy-howard-fast.ai.md -------------------------------------------------------------------------------- /guest-lectures/lukas-biewald-weights-and-biases.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/lukas-biewald-weights-and-biases.md -------------------------------------------------------------------------------- /guest-lectures/raquel-urtasun-uber-atg.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/raquel-urtasun-uber-atg.md -------------------------------------------------------------------------------- /guest-lectures/richard-socher-salesforce.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/richard-socher-salesforce.md -------------------------------------------------------------------------------- /guest-lectures/xavier-amatriain.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/xavier-amatriain.md -------------------------------------------------------------------------------- /guest-lectures/yangqing-jia-alibaba.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/the-full-stack/course-gitbook/HEAD/guest-lectures/yangqing-jia-alibaba.md --------------------------------------------------------------------------------