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## Implementing Decision Trees | Day 25
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Check the code [here.](https://github.com/Avik-Jain/100-Days-Of-ML-Code/blob/master/Code/Day%2025%20Decision%20Tree.md)
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## Jumped To Brush up Linear Algebra | Day 26
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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.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
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## Jumped To Brush up Linear Algebra | Day 27
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Continuing with the playlist completed Next 4 Videos discussing topics 3D Transformations, Determinants, Inverse Matrix, Column Space, Null Space and Non-Square Matrices.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
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## Jumped To Brush up Linear Algebra | Day 28
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In the playlist of 3Blue1Brown completed another 3 Videos from the essence of linear algebra.
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Topics covered were Dot Product and Cross Product.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
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## Jumped To Brush up Linear Algebra | Day 29
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Completed the whole Playlist today, Videos from 12 - 14. Really an amazing playlist to refresh the concepts of Linear Algebra.
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Topics covered were the change of basis, Eigenvectors and Eigenvalues, and Abstract Vector Spaces.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
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## Essence of calculus | Day 30
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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.
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Completed about 5 videos on topics such as Derivatives, Chain Rule, Product Rule, and derivative of exponential.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)
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## Essence of calculus | Day 31
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Watched 2 Videos on topic Implicit Diffrentiation and Limits from the playlist Essence of Calculus.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)
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## Essence of calculus | Day 32
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Watched the remaining 4 videos covering topics Like Integration and Higher order derivatives.
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Link to the Playlist [here.](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr)
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## Random Forests | Day 33
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<p align="center">
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<img src="https://github.com/Avik-Jain/100-Days-Of-ML-Code/blob/master/Info-graphs/Day%2033.jpg">
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</p>
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## Implementing Random Forests | Day 34
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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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