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Expand Up @@ -110,11 +110,49 @@ Lec 3 of Bloomberg ML course introduced some of the core concepts like input spa
## Implementing Decision Trees | Day 25
Check the code [here.](https://github.com/Avik-Jain/100-Days-Of-ML-Code/blob/master/Code/Day%2025%20Decision%20Tree.md)

## Jumped To Brush up Linear Algebra | Day 26
Found an amazing [channel](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw) on youtube 3Blue1Brown. It has a playlist called Essence of Linear Algebra. Started off by completing 4 videos which gave a complete overview of Vectors, Linear Combinations, Spans, Basis Vectors, Linear Transformations and Matrix Multiplication.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)

## Jumped To Brush up Linear Algebra | Day 27
Continuing with the playlist completed Next 4 Videos discussing topics 3D Transformations, Determinants, Inverse Matrix, Column Space, Null Space and Non-Square Matrices.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)

## Jumped To Brush up Linear Algebra | Day 28
In the playlist of 3Blue1Brown completed another 3 Videos from the essence of linear algebra.
Topics covered were Dot Product and Cross Product.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)


## Jumped To Brush up Linear Algebra | Day 29
Completed the whole Playlist today, Videos from 12 - 14. Really an amazing playlist to refresh the concepts of Linear Algebra.
Topics covered were the change of basis, Eigenvectors and Eigenvalues, and Abstract Vector Spaces.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)

## Essence of calculus | Day 30
Completing the playlist - Essence of Linear Algebra by 3blue1brown a suggestion popped up by youtube regarding a series of videos again by the same channel 3Blue1Brown. Being already Impressed by the previous series on Linear algebra I dived straight into it.
Completed about 5 videos on topics such as Derivatives, Chain Rule, Product Rule, and derivative of exponential.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)

## Essence of calculus | Day 31
Watched 2 Videos on topic Implicit Diffrentiation and Limits from the playlist Essence of Calculus.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)

## Essence of calculus | Day 32
Watched the remaining 4 videos covering topics Like Integration and Higher order derivatives.

Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)

## Random Forests | Day 33
<p align="center">
<img src="https://github.com/Avik-Jain/100-Days-Of-ML-Code/blob/master/Info-graphs/Day%2033.jpg">
</p>

## Implementing Random Forests | Day 34
Check the code [here.](https://github.com/Avik-Jain/100-Days-Of-ML-Code/blob/master/Code/Day%2034%20Random_Forest.md)

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