#LearningUtsav2025 #FestivalOfLearning #LUD13 Learning Utsav Today, I didn't do much. -> Reviewed a frontend PR for my todo app -> updated models for User and Tasks for authentication -> Tried to change db schema in FastAPi without migration, I didn't know about migration

#LearningUtsav2025 #FestivalOfLearning #LUD14 Learning Utsav Today, I spent learning about Neural Networks(Theoretical) -> description of NN -> fitting a line -> Using NN for prediction

#LearningUtsav2025 #FestivalOfLearning #LUD15 Learning Utsav Today was a hectic day filled with a lot of errors. I implemented: -> migrations using alembic -> pydantic settings for environment variables. I got errors such as missing , validation , Operational , parsing error..

#LearningUtsav2025 #FestivalOfLearning #LUD16 Learning Utsav Today was quite a day. I looked back at C++ -> File handling and STL -> Perceptron in DL

#LearningUtsav2025 #FestivalOfLearning #LUD17 Learning Utsav Today I got introduced to a clamer internet (rip firefox). I revised Gradient descent and Why Stocastic Gradinet Descent. Also got introduced to some backpropagation main ideas.

#LearningUtsav2025 #FestivalOfLearning #LUD19 Learning Utsav Today, I did some mathmatics and C. I went absolute bonkers on derivaties for back propagation. Also implemented SET data structure with some basic functions in C (I ain't getting any huzz no more).

#LearningUtsav2025 #FestivalOfLearning #LUD20 Learning Utsav Today, I slept most of the time but did some study on activation functions used in NN: -> Linear function -> Sigmoid, Tanh and ReLU

#LearningUtsav2025 #FestivalOfLearning #LUD21 Learning Utsav Today, I just tried implementing a single neuron. I tried with step function and sigmoid function utilized binary cross entorpy.

#LearningUtsav2025 #FestivalOfLearning #LUD22 Learning Utsav Today, I worked on my todo app. -> user/me endpoint for current user info -> added auth to every endpoint -> refactored the code

#LearningUtsav2025 #FestivalOfLearning #LUD24 Learning Utsav Today, I didn't do much just practised some problems in csacademy: -> GCD -> Matrix Exploration(Solving)

#LearningUtsav2025 #FestivalOfLearning #LUD25 Learning Utsav Today was a day full of hit and trial after more than 10 attempts finally solved the Matrix Exploration problem in csacademy. -> learnt about DFS, BFS, Floodfilling BFS -> Implemented BFS to solve the problem

#LearningUtsav2025 #FestivalOfLearning #LUD26 Learning Utsav Today, I learnt about softmax function and calculated it's derivatives for back propagation. Also solved Word Ordering problem in Csacademy utilizing maps, custom lexigraphical order of characters using map

#LearningUtsav2025 #FestivalOfLearning #LUD27 Learning Utsav Not much, learnt about cross entropy and binary cross entropy and why does it work better than normal SSRs.

#LearningUtsav2025 #FestivalOfLearning #LUD28 Learning Utsav for last 24hours our team TPU was solving IEEE Xtreme19.0 problems.

#LearningUtsav2025 #FestivalOfLearning #LUD29 Learning Utsav Today went on a short hike but still did some learning. Studied about assumptions when performing linear regression knowing about these can imporve accuracy.

#LearningUtsav2025 #FestivalOfLearning #LUD30 Learning Utsav Didn't do much today, went through an article about NN from scratch and solved some problems in Codeforce contest 1062