diff --git a/contents/data_engineering/data_engineering.qmd b/contents/data_engineering/data_engineering.qmd index 752161ee1..18e30f474 100644 --- a/contents/data_engineering/data_engineering.qmd +++ b/contents/data_engineering/data_engineering.qmd @@ -469,9 +469,9 @@ Here is a curated list of resources to support students and instructors in their These slides are a valuable tool for instructors to deliver lectures and for students to review the material at their own pace. We encourage students and instructors to leverage these slides to enhance their understanding and facilitate effective knowledge transfer. -* [Data Engineering: Overview.](https://docs.google.com/presentation/d/1nuNFjB99ccE6hqFeAmRRbhoEoSjBgJXGr9u6cvwnXgM/edit#slide=id.p19) +* [Data Engineering: Overview.](https://docs.google.com/presentation/d/1jlIfD6RtQWG8314jCAu1qdnG7YyESy60Yt5-zXhEsVA/edit#slide=id.g202a7c05d1a_0_0) -* [Feature engineering.](https://docs.google.com/presentation/d/1otnrLjtBOGmrT-FBzAGajRwXJTC65OQCpGCxjxCzn_k/edit#slide=id.p1) +* [Feature engineering.](https://docs.google.com/presentation/d/1AIM1H-GfvjNPHQw9urxJz3vtMgb_9kizfthbymISPR4/edit#slide=id.g202a83498d1_0_0) * [Data Standards: Speech Commands.](https://docs.google.com/presentation/d/1qDoHc7yzZ2lEha9NTMZ07Ls4tkIz-1f7kUYRlvjzsI4/edit?usp=drive_link&resourcekey=0-ol4Oqk_y706P_zIB5mbu7Q) diff --git a/contents/frameworks/frameworks.qmd b/contents/frameworks/frameworks.qmd index b6c3d2c8e..788e54283 100644 --- a/contents/frameworks/frameworks.qmd +++ b/contents/frameworks/frameworks.qmd @@ -739,15 +739,13 @@ Here is a curated list of resources to support students and instructors in their These slides are a valuable tool for instructors to deliver lectures and for students to review the material at their own pace. We encourage students and instructors to leverage these slides to enhance their understanding and facilitate effective knowledge transfer. -* [Why do we need frameworks?](https://docs.google.com/presentation/d/1zbnsihiO68oIUE04TVJEcDQ_Kyec4mhdQkIG6xoR0DY/edit#slide=id.p1) +* [Frameworks overview.](https://docs.google.com/presentation/d/1zbnsihiO68oIUE04TVJEcDQ_Kyec4mhdQkIG6xoR0DY/edit#slide=id.g1ff94734162_0_0) -* [Frameworks overview.](https://docs.google.com/presentation/d/1Ruibe1cvo0LhOM4GgFinR_z9IlJgZ7EX3snj8LriV-8/edit) +* [Embedded systems software.](https://docs.google.com/presentation/d/1BK2M2krnI24jSWO0r8tXegl1wgflGZTJyMkjfGolURI/edit#slide=id.g202a6885eb3_0_0) -* [Embedded systems software.](https://docs.google.com/presentation/d/1-hpejUcj4PJ6Sm8dncBm6ngUwYsBevj9jmdonfy0f8g/edit#slide=id.p1) +* [Inference engines: TF vs. TFLite.](https://docs.google.com/presentation/d/1Jr7HzdZ7YaKO6KY9HBGbOG0BrTnKhbboQtf9d6xy3Ls/edit?usp=drive_link) -* [Inference engines: TF vs. TFLite.](https://docs.google.com/presentation/d/12IlNZx75Z-NRK2rAO4xs5qmD7lU0h8eMibkpWPvZwHY/edit#slide=id.p1) - -* [TF flavors: TF vs. TFLite vs. TFLite Micro.](https://docs.google.com/presentation/d/1Gt-mhBZueCUXq1_I7qFTY8s6udDHw0ncbkQ3ZsaXCjA/edit#slide=id.p1) +* [TF flavors: TF vs. TFLite vs. TFLite Micro.](https://docs.google.com/presentation/d/1_DwBbas8wAVWnJ0tbOorqotf9Gns1qNc3JJ6tw8bce0/edit?usp=drive_link) * TFLite Micro: * [TFLite Micro Big Picture.](https://docs.google.com/presentation/d/1XdwcZS0pz6kyuk6Vx90kE11hwUMAtS1cMoFQHZAxS20/edit?usp=drive_link) diff --git a/contents/ops/ops.qmd b/contents/ops/ops.qmd index 631a41e69..7c4a44244 100644 --- a/contents/ops/ops.qmd +++ b/contents/ops/ops.qmd @@ -883,13 +883,13 @@ These slides serve as a valuable tool for instructors to deliver lectures and fo * [MLOps, DevOps, and AIOps.](https://docs.google.com/presentation/d/1vsC8WpmvVRgMTpzTltAhEGzcVohMkatMZBqm3-P8TUY/edit?usp=drive_link) -* [MLOps overview.](https://docs.google.com/presentation/d/1tG7YfW-FwC5Up3gLk-DrvOkpKmkMPO6y2k-t7FJgK3s/edit#slide=id.p1) +* [MLOps overview.](https://docs.google.com/presentation/d/1GVduKipd0ughTpqsHupGqAPW70h0xNOOpaIeSqLOc1M/edit?usp=drive_link) -* [Tiny MLOps.](https://docs.google.com/presentation/d/1Sa27wZmKokVyKwmLLM2p_HHAam-sXKVPxzxqv-0y2V8/edit) +* [Tiny MLOps.](https://docs.google.com/presentation/d/1MNjVOcx5f5Nfe3ElDqTxutezcGXm4yI8PkjWOuQYHhk/edit?usp=drive_link) -* [MLOps: a use case.](https://docs.google.com/presentation/d/1qhBZvtHe5jya6TAAmZKlK2oowQUfBwhIOcfk1fpoGq4/edit?resourcekey=0-xKK09GAhYbOK6dB_RrSvkw#slide=id.ged8f947d63_0_0) +* [MLOps: a use case.](https://docs.google.com/presentation/d/1449rzplaL0lOPoKh0mrpds3KPPoOHWdR5LIZdd7aXhA/edit#slide=id.g2ddfdf6e85f_0_0) -* [MLOps: Key Activities and Lifecycle.](https://docs.google.com/presentation/d/1awWKlEYyYcHp5HR5MXomg0v6uevtvFV76HjesxrN_9g/edit#slide=id.geb6aec3278_0_0) +* [MLOps: Key Activities and Lifecycle.](https://docs.google.com/presentation/d/1vGCffLgemxTwTIo7vUea5CibOV7y3vY3pkJdee-y5eA/edit#slide=id.g2de2d5f2ac0_0_0) * [ML Lifecycle.](https://docs.google.com/presentation/d/1FW8Q1Yj5g_jbArFANfncbLQj36uV2vfV8pjoqaD6gjM/edit#slide=id.g94db9f9f78_0_2) diff --git a/contents/optimizations/optimizations.qmd b/contents/optimizations/optimizations.qmd index 76ee86172..d331fdfec 100644 --- a/contents/optimizations/optimizations.qmd +++ b/contents/optimizations/optimizations.qmd @@ -955,21 +955,21 @@ These slides serve as a valuable tool for instructors to deliver lectures and fo * [Quantization: Part 2.](https://docs.google.com/presentation/d/18oLTdwa-dZxbBNpvHzZVyMS8bUbed4ao/edit?usp=drive_link&ouid=102419556060649178683&rtpof=true&sd=true) - * [Post-Training Quantization (PTQ).](https://docs.google.com/presentation/d/1pH_fkSezVRrVsX2uorC8prqTtOh-R7BBOPvth_KdanU/edit#slide=id.p1) + * [Post-Training Quantization (PTQ).](https://docs.google.com/presentation/d/1eSOyAOu8Vg_VfIHZ9gWRVjWnmFTOcZ4FavaNMc4reHQ/edit) - * [Quantization-Aware Training (QAT).](https://docs.google.com/presentation/d/1bLNMHGEhhP7tAp7-FWM3zqDXycRhGBnNp6R_Ov5jVUA/edit#slide=id.p1) + * [Quantization-Aware Training (QAT).](https://docs.google.com/presentation/d/1qvoKLjKadK1abqUuuCCy9gaTynMZivDKLbV2Hjftri8/edit?usp=drive_link) * Pruning: * [Pruning: Part 1.](https://docs.google.com/presentation/d/1KX_I71smbztdqycPXBDAYjShinrTtQeF/edit#slide=id.p1) * [Pruning: Part 2.](https://docs.google.com/presentation/d/1kZGDhnkeRcAw1pz3smO837ftotXQEiO7/edit?usp=drive_link&ouid=102419556060649178683&rtpof=true&sd=true) -* [Knowledge Distillation.](https://docs.google.com/presentation/d/1SXjA3mCSwKmdouuWoxSk7r-Yjd67RG7i/edit#slide=id.p17) +* [Knowledge Distillation.](https://docs.google.com/presentation/d/1SXjA3mCSwKmdouuWoxSk7r-Yjd67RG7i/edit#slide=id.g202a77b5f4f_0_110) -* [Clustering.](https://docs.google.com/presentation/d/1ku1MJnfKoueoH8NEWP1o90XNNn61iOiaKJdtT7JDCrM/edit) +* [Clustering.](https://docs.google.com/presentation/d/14K9QFUjiba1NvwG0zobsJdgEklomuM_xeaCP7-5dmY8/edit?usp=drive_link) * Neural Architecture Search (NAS): - * [NAS overview.](https://docs.google.com/presentation/d/15E5-dL0v6YT8WvWKEXd1HCXNvlGFcVDvMo1aO_pCfCs/edit#slide=id.p1) + * [NAS overview.](https://docs.google.com/presentation/d/1aVGjhj1Q-_JEFHr6CYzPeuMOCiDivzhZCBtg1xV14QM/edit#slide=id.g202a67d8ddf_0_0) * [NAS: Part 1.](https://docs.google.com/presentation/d/1V-ZD6c8KPrFBrrw8xkAQfkqUu4u53zkX/edit?usp=drive_link&ouid=102419556060649178683&rtpof=true&sd=true) diff --git a/contents/privacy_security/privacy_security.qmd b/contents/privacy_security/privacy_security.qmd index 1ac6c21fe..e42e5cea8 100644 --- a/contents/privacy_security/privacy_security.qmd +++ b/contents/privacy_security/privacy_security.qmd @@ -1102,9 +1102,9 @@ Here is a curated list of resources to support students and instructors in their These slides are a valuable tool for instructors to deliver lectures and for students to review the material at their own pace. We encourage students and instructors to leverage these slides to enhance their understanding and facilitate effective knowledge transfer. -* [Security.](https://docs.google.com/presentation/d/1wFUfVe5CXb_nzjUVpSPsGqXJC61ZuQLhnczKgidx4kE/edit#slide=id.p1) +* [Security.](https://docs.google.com/presentation/d/1jZBi8DS1NUXFdIwNGwofzA4CYRei6lH2e56BOu098-k/edit#slide=id.g1ff987f3d96_0_0) -* [Privacy.](https://docs.google.com/presentation/d/1uZBAlcxrDrWY9TTQN7RffusBnMp4WXtuJaHA2VjynbY/edit#slide=id.p1) +* [Privacy.](https://docs.google.com/presentation/d/1Wp-5eO4Bmco2f7ppNKsRkE1utuz22PeLvVoREFSChR8/edit#slide=id.g202a5aaf418_0_0) * [Monitoring after Deployment.](https://docs.google.com/presentation/d/1WlQdk40zJcW9Bx6ua-vKu3sDrMU_iI89BQGMGk6OEB0/edit?usp=drive_link) diff --git a/contents/workflow/workflow.qmd b/contents/workflow/workflow.qmd index 9a82c4654..8ae61f2b3 100644 --- a/contents/workflow/workflow.qmd +++ b/contents/workflow/workflow.qmd @@ -117,7 +117,7 @@ These slides are a valuable tool for instructors to deliver lectures and for stu * [ML Workflow.](https://docs.google.com/presentation/d/1rWXLegepZjpJHonYLKcOJYfOIunmOBnrg0SGhy1pZ_I/edit) -* [ML Lifecycle.](https://docs.google.com/presentation/d/1P-h2Zi0FzyA3TvV3oezjpcSylzEbts9b3uKS07_lF4A/edit) +* [ML Lifecycle.](https://docs.google.com/presentation/d/1zOxDX-tKlY8t9KmCYek0E-mZA9ENPjW9ymVyFV17DmE/edit) :::