diff --git a/_posts/2024-06-04-week10-day1.md b/_posts/2024-06-04-week10-day1.md
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+---
+layout: post_teaching
+title: Lecture 19
+category: biostat257spring2024
+---
+
+## Announcement
+
+* Please stay safe and healthy.
+
+* Homework 6 is due Friday 6/7 @ 11:59PM.
+
+* Homework 7 is due Friday 6/14 @ 11:59PM.
+
+## Today
+
+* Teaching evaluation at [MyUCLA](https://my.ucla.edu/).
+
+* HW 3-5 review.
+
+* HW6 Q&A.
+
+## Q&A
+
+* 
diff --git a/schedule/schedule.md b/schedule/schedule.md
index 5fd4bd9..0d54152 100644
--- a/schedule/schedule.md
+++ b/schedule/schedule.md
@@ -36,4 +36,4 @@ Readings:
 | 7 | [5/14](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/05/14/week7-day1.html) optimization in Julia \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F22-juliaopt%2Fjuliaopt.ipynb), [html](../slides/22-juliaopt/juliaopt.html)\] | [5/16](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/05/16/week7-day2.html) Newton-Raphson, Fisher scoring, GLM, nonlinear regression (Gauss-Newton) \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F23-newton%2Fnewton.ipynb), [html](../slides/23-newton/newton.html)\], quasi-Newton \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F24-quasinewton%2Fquasinewton.ipynb), [html](../slides/24-quasinewton/quasinewton.html)\] | |  
 | 8 | [5/21](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/05/21/week8-day1.html) KKT \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F27-kkt%2Fkkt.ipynb), [html](../slides/27-kkt/kkt.html)\], constrained optimization \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F28-newtonconstr%2Fnewton_constr.ipynb), [html](../slides/28-newtonconstr/newton_constr.html)\] | [5/23](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/05/23/week8-day2.html) EM algorithm \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F25-em%2Fem.ipynb), [html](../slides/25-em/em.html)\] | HW6 \[[ipynb](https://raw.githubusercontent.com/ucla-biostat-257/2024spring/master/hw/hw6/hw06.ipynb), [html](../hw/hw6/hw06.html)\] |  
 | 9 | 5/28 MM algorithm \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F26-mm%2Fmm.ipynb), [html](../slides/26-mm/mm.html)\] | [5/30](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/05/30/week9-day2.html) LP \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F29-lp%2Flp.ipynb), [html](../slides/29-lp/lp.html)\], QP \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F30-qp%2Fqp.ipynb), [html](../slides/30-qp/qp.html)\] | HW7 \[[ipynb](https://raw.githubusercontent.com/ucla-biostat-257/2024spring/master/hw/hw7/hw07.ipynb), [html](../hw/hw7/hw07.html)\] |  
-| 10 | 6/4 SOCP \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F31-socp%2Fsocp.ipynb), [html](../slides/31-socp/socp.html)\], SDP, GP | 6/6 concluding remarks \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F34-coda%2Fcoda.ipynb), [html](../slides/34-coda/coda.html)\] | |  
+| 10 | [6/4](https://ucla-biostat-257.github.io/2024spring/biostat257spring2024/2024/06/04/week10-day1.html) SOCP \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F31-socp%2Fsocp.ipynb), [html](../slides/31-socp/socp.html)\], SDP, GP | 6/6 concluding remarks \[slides: [Binder](https://mybinder.org/v2/gh/ucla-biostat-257/2024spring/master?filepath=slides%2F34-coda%2Fcoda.ipynb), [html](../slides/34-coda/coda.html)\] | |