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MachineLearning/2021-10-30_ML-Class-3/README.md

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+# Machine Learning Class - III
+
+### Machine Learning Class - III recording: [Here](https://bit.ly/MLClass3)
+
+#### October 30, 2021
+
+## Topics covered:
+
+- [Logistic Regression](#logistic-regression)
+
+## Logistic Regression
+
+- The notebook used to demonstrate the concepts in class have been uploaded in the repository folder.
+- If you want to dive deeper into the mathematics behind Logistic Regression you can follow the course "Fundamentals of ML by Sanjay Dasgupta".
+
+
+## Additional reading material
+
+- Video of 3blue1brown which gives an indepth explanation to gradient descent can be found [here](https://www.youtube.com/watch?v=IHZwWFHWa-w).

MachineLearning/README.md

@@ -12,6 +12,7 @@
 
 - [Class 1: held on April 29, 2021](./2021-04-29_ML-Class-1)
 - [Class 2: held on May 03, 2021](./2021-05-03_ML-Class-2)
+- [Class 3: held on October 30, 2021](./2021-10-30_ML-Class-3)
 
 ## Machine Learning Resources
 

README.md

@@ -86,10 +86,12 @@ If you are a part of MNNIT join us on Microsoft Team [MNNIT CC Queries Official]
     - [WebDev Class-5 (Django-1)](WebDev/2021_05_10_WebClass-5)
     - [WebDev Class-6 (Django-2)](WebDev/2021_05_12_WebClass-6)
     - [WebDev Class-7 (Django-3)](WebDev/2021_05_14_WebClass-7)
+    - [WebDev Class-8 (Advanced JS)](WebDev/2021_10_29_WebClass-8)
 
 - [Machine Learning classes](MachineLearning)
     - [Machine Learning Class-1](MachineLearning/2021-04-29_ML-Class-1)
     - [Machine Learning Class-2](MachineLearning/2021-05-03_ML-Class-2)
+    - [Machine Learning Class-3](MachineLearning/2021-10-30_ML-Class-3)
 
 - [Linux classes](Linux)
     - [Linux Class-1](Linux/2021_09_05_LinuxClass-1)