Add timestamps and website of the speaker to the video 26 Ali Akbar, Journey in ML

videos-list/26-ali.md

@@ -13,19 +13,32 @@ Discourse Discussion
 https://discourse.pymc.io/t/my-journey-in-learning-and-relearning-bayesian-statistics-by-ali-akbar-septiandri/5984
 
 ## Timestamps
-- 0:00 Start of event
-- x:xx 
-- x:xx
-
-## Note: help us add timestamps here
-https://github.com/pymc-devs/video-timestamps
+00:00 Introduction by Ali and outline of the talk
+00:44 First exposure at the University of Edinburgh
+01:57 The Machine Learning and Pattern Recognition (MLPR) course
+03:55 Bayesian statistics can be hard to swallow
+05:53 Linear regression: posterior
+06:27 Monte Carlo methods
+07:10 Laplace approximation
+07:31 Introduction to Gaussian processes
+08:34 Countless hours of studying, passing the exam, graduation
+09:28 Becoming an adjunct lecturer at the University Al Azhar in Indonesia
+11:26 Something is missing - relearning Bayesian statistics
+12:27 Frequentist vs Bayesian analyses
+13:06 The book Bayesian Methods for Hackers
+15:13 PyMC3
+15:39 Finding motivation
+18:17 Two sources of learning: MLPR course vs Bayesian Methods for Hackers book
+19:54 Ongoing learning - more resources
+23:06 Key takeaways
 
 Speaker bio:
 Ali is a data scientist and a lecturer. He is learning/teaching data science, machine learning, and artificial intelligence.
 
 Speaker info: 
 -Twitter: https://twitter.com/aliakbars
 -LinkedIn: https://uk.linkedin.com/in/aaseptiandri
+-Website: https://aliakbars.id
 
 Part of PyMCon2020. 
 More details at http://www.pymcon.com