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100-Days-of-ML-Code - LOG

Day 0 : July 06 , 2018

Today's Progress : I already started to learn ML.Today I learnt Decision Trees and Random Forest. Worked on Predicting Who Pays Back Loans

Thoughts : Hope this will be exiciting ,will help me in learning Machine Learning in a more effective way .

Link of Work: Commit

Day 1 : July 07 , 2018

Today's Progress :Studied support vector machines(SVM). Worked on Iris Species

Thoughts : Can't understand girdsearch properlly but tried to implement it.

Link of Work: Commit

Day 2 : July 08 , 2018

Today's Progress :Studied on K means algorithm.Understand the theory part behind it

Thoughts : More confident to work on dataset.

Day 3 : July 09 , 2018

Today's Progress :Worked on K Means Algorithm and applied in a dataset. Worked on U.S. News and World Report’s College Data

Thoughts : Understand clustering very well.Tomorrow going to work in PCA

Link of Work: Commit

Day 4 : July 10 , 2018

Today's Progress : Studied Principal component analysis (PCA). Registred Hackerearth challenge (Predict the damage to a building)

Thoughts : Understand the use of PCA.Tomorrow going to start NLP basic project (spam or not mail)

Day 5 : July 11 , 2018

Today's Progress : Studied NLP. Expolred the dataset and done some basic dataset analysis.

Thoughts : Try to figure out which algorithm is best.

Day 6 : July 12 , 2018

Today's Progress : Worked on SpaceX Launch Data

Thoughts : This is a small dataset.So i just decided to understand the importance of data visualization. Without using the data visualization I tried to find insights in dataset.Hopefully I found two insights

Link of Work: Commit

Day 7 : July 13 , 2018

Today's Progress : Studied the basice of tensorflow.

Thoughts : Hope will explore a lot in that.

Day 8 : July 16 , 2018

Today's Progress : Worked on MNIST Dataset

Thoughts : Want to understand more

Day 9 : July 17 , 2018

Today's Progress : Worked on Bank notes.Used tensorflow DNN Classifier

Thoughts : Way to go in deep learning.

Link of Work: Commit

Day 10 : July 18 , 2018

Today's Progress : Started to learn Deep learning.Covered some basic theory.

Thoughts : Way to go in deep learning.

Day 11 : July 19 , 2018

Today's Progress : Finace in AI,Studied basics of finanace.

Thoughts : New hights to go.

Day 12 : July 19 , 2018

Today's Progress : How to do optimization?

Thoughts : clearly I have no idea how to do optimization

Day 13 : July 20 , 2018

Today's Progress : Learnt Genectic Algorithm

Thoughts : How to apply in Finanace dataset.

Day 14 : July 21 , 2018

Today's Progress : QuantConnect platform.Tried to do backtesting on it.

Thoughts : Its is very challenging to do optimization.

Day 15 : July 23 , 2018

Today's Progress : Learnt basics of Neural Network.

Thoughts : Cant understand the Label Encoder and one-Hot Encoder.

Day 16 : July 24 , 2018

Today's Progress : Used Posenet Model. Thanks to siraj for the video.

Thoughts : It is super cool to see the result.

Link of Work: Commit

Day 17 : July 25 , 2018

Today's Progress : Studied UI path for webscarping

Thoughts : Its is very challenge.

Day 18 : July 26 , 2018

Today's Progress : Tried to automation on website.

Thoughts : Better to understand.

Day 19 : July 27 , 2018

Today's Progress : Studied multinomial naive bayes.

Thoughts : Will work on Text classification.

Day 20 : July 28 , 2018

Today's Progress : Learnt Colab research tool.

Thoughts : It is awsome tool to use.

Day 21 : July 30 , 2018

Today's Progress : Made a mode in multinomial naive bayes for text classification using colab.

Thoughts : Very challenge to download model using google drive.

Link of Work: Commit

Day 22 : July 31 , 2018

Today's Progress : Deployed this model in website.

Thoughts : It is cool to see the outpuut in web application

Link of Work: Commit

Day 23 : August 1 , 2018

Today's Progress : Studied baics of opencv.

Thoughts : Planning to make more apps on that

Day 24 : August 2 , 2018

Today's Progress : Saw a amzeing website pyimage search.

Thoughts : I will share the link below

Link of Work: Commit

Day 25 : August 5 , 2018

Today's Progress : Praticed some tutorials .

Thoughts : Intersting to learn

Day 26 : August 6 , 2018

Today's Progress : Made a object tracking using opencv .

Thoughts : creditsa goes to pyimage search