Log Repository for 100 Days of ML Code Challenge
Today's Progress :
- Completed Week 1 & Week 2 of Andrew Ng's Course
Today's Progress :
- Started With Week 3 of Andrew Ng's course.
- Implemented Linear Regression Repository.
Today's Progress :
- Completed Week 3 of Ng's course.
- Implemented Neural Net with one hidden layer. Link
Today's Progress :
- Completed Course 1 of Deep Learning Specialization.Link to Certificate
- Implemented Neural Net with Multiple Layers. Link To Commit
Today's Progress :
- Applied For Coursera's Financial Aid for Deep Learning specialization.
- Implemented Logistics Regression from Scratch. Link To Commit
Today's Progress :
- Did some basic HTML from FreeCodeCamp.
- Read some topics from book on Deep Learning by Valentino Zocca
Today's Progress :
- Made a twitter bot in python ,for 100 Days of ML Code.
- Link to bot Profile
- Practiced a little bit of Linear Algebra.
Today's Progress :
- Started Google ML Crash Course.
- Applied some examples from Tensorflow Documentation.
Today's Progress :
- Completed Google ML Crash Course.
Today's Progress :
- Understood docs of @scikit_learn library. Implemented all Ensemble methods & Linear Regression Methods Available.
Today's Progress :
- Revised all the things done in last 10 days.
- Read tutorials on how to implement Dropout Regularization
Today's Progress :
- Setup Torch, keras & other libraries for Deep Learning.
- Completed FreeCodeCamp's HTML course.
Today's Progress :
- Applied Keras Implementation to MNIST Dataset.
- Got a rank of 1.2k on Kaggle Competition on Digit Recognizer.
Today's Progress :
- Watched 2 parts of http://fast.ai course on CNN.
Today's Progress :
- Built SVM classifier from scratch using Hinge Loss. Link to Commit
- Started with @sirajraval 's Math of Intelligence Series.
Today's Progress :
- Understood Newton's Method for second order Optimization.
- Did 2 projects from freeCodecamp
Today's Progress :
- Implemented He Initialization on dataset & noted the difference between Random & He Initialization on Neural Net.
Today's Progress :
- Completed Week 01 of DeepLearning Specialization.
- Implemented He initialization on dataset.
Today's Progress :
- Completed Course 02 of DeepLearning Specialization.
- Implemented Batch Normalization.
- Used SIGNS dataset to train a Vanilla Neural Net & got 72% accuracy.
Thoughts:
- Would try to complete the whole specialization before 1st Aug.
Today's Progress :
- Completed Course 03 of DeepLearning Specialization.
- Working on implementing Basic Neural Net on MNIST dataset using TensorFlow.
Today's Progress :
- Started with CNN course of DeepLearning Specialization.
- Implemented Simple Neural Net on MNIST dataset.
- Having Variance problem,got 62% of accuracy on MNIST dataset.
Today's Progress :
- Completed Week 1 of CNN Course.
- Made a CNN from Scratch.
- Trained CNN on SIGNS dataset in tensorflow.
Today's Progress :
- Completed week 2 of CNN course.
- Tried to understand some kernels on Kaggle.
Today's Progress :
- Completed Week 3 of CNN course.
Thoughts :
- Speed would be slower now as I've to give time to my college😭😪
Today's Progress :
- Completed CNN Course.
- Implemented a Neural Style Transfer on Image.
Today's Progress :
- Started working on a kernel with MNIST dataset.
Today's Progress :
- Worked on MNIST dataset & finally got 99.742 on MNIST dataset.
- Learned how to implement Layers in keras.
- Would be trying Elastic Collisions Augmentation on the dataset
- Notebook in folder of Day 27.
Today's Progress :
- Revised all things done in past 15 days.
Today's Progress :
- Revised all things done in past 15 days.
Today's Progress :
- Started with Sequence Models.
Today's Progress :
- Started with a competition.
- Completed week 01 of RNN
Today's Progress :
- Engrossed in @hackerrank Competition for Data science.
Today's Progress :
- Engrossed in @hackerrank Competition for Data science.
Today's Progress :
- Stuck at wondering how to use the Image dataset having Images with 1920x1080 size to 100x100 in the dataset.
Today's Progress :
- Would be working on Neural Style algorithm for next few Days.
Today's Progress :
- Read 2 Research papers on Neural Art
- Studied about VGG19 Network
Today's Progress :
- Successfully made a Neural Style Transfer Model
- Would be Upgrading it for Multiple Styles with help of Research Paper by Shubhang Desai.
Today's Progress :
- Completed Week 02 of Sequence Models
Today's Progress :
- Completed Week 02 of Sequence Models
Today's Progress :
- Made a sentiment Classifier using LSTM.
Today's Progress :
- Completed http://deeplearning.ai Course at @coursera
- Implemented Trigger Word Detector