diff --git a/videos/Getting started with Julia and Machine Learning | Anthony Blaom & Samuel | JuliaCon 2022.md b/videos/Getting started with Julia and Machine Learning | Anthony Blaom & Samuel | JuliaCon 2022.md
new file mode 100644
index 0000000..b655c6f
--- /dev/null
+++ b/videos/Getting started with Julia and Machine Learning | Anthony Blaom & Samuel | JuliaCon 2022.md	
@@ -0,0 +1,32 @@
+References:
+Speaker: Anthony Blaom & Samuel
+Video title: Getting started with Julia and Machine Learning | Anthony Blaom & Samuel | JuliaCon 2022
+Link: https://www.youtube.com/watch?v=uFBPMQ9Ns-E
+Link to the code: https://github.com/ablaom/HelloJulia.jl
+
+Contents
+0:00 Welcome & Introduction
+02:14 0 Outline
+05:10 1 Workshop Resources
+09:40 2 Machine Learning 
+11:35 2.1 Supervised Learning
+20:56 2.1.1 Survival of Passengers on the Titanic
+24:45 3.1 Begin of Coding (Tutorial 1)
+41:53 3.1.1 Functions
+46:30 3.1.2 Iterate
+56:00 3.1.3 Pluto Notebook
+1:01:42 3.1.4 Probability Distributions
+1:08:48 3.1.5 Plotting
+1:13:30 3.2 Tutorial 2: Dataframe
+1:20:39 Skip Coffee Break
+1:28:09 OpenML
+1:30:06 3.2.1 Grabbing the Titanic dataset 
+1:40:40 3.3 Tutorial 3: Machine Learning
+1:40:43 3.3.1 Scitype
+1:46:43 3.3.1 Titanic Data 
+2:09:30 3.3.2 Splitting Data into train and test sets
+2:13:13 3.3.3 Cleaning Data
+2:22:47 3.3.4 Splitting Data into input features and target
+2:28:05 3.3.5 Choosing model
+2:33:04 3.3.6 The fit/predict worflow
+2:39:00 4 Q&A