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100 Days Of ML Code : Week 5

Challenge : #100DaysOfMLCode

Day 028 To 034

  • Day 028 (6-Aug-2018)

Today’s Progress : Continue : lesson 2’’Naïve Bayes” from Intro to Machine Learning course,Udacity.

Thoughts : Learned GaussianNB, Bayes rule etc solved quizzes

  • Day 029 (7-Aug-2018)

Today’s Progress : Completed: “Naïve Bayes” lesson from Intro to ML course, Udacity

Thoughts : Studied probability , classification, worked on mini project to identify author based on past data.

  • Day 030 (8-Aug-2018)

Today’s Progress : Begin : lesson 4 “SVM”, from Intro to Machine Learning course, Udacity

Thoughts : Understand support vector machine basic concepts and how to implement it.

  • Day 031 (9-Aug-2018)

Today’s Progress : Continue: SVM lesson from Intro to Machine Learning course, Udacity

Thoughts : Read the documentation and examples mentioned on scikit learn for SVM, completed the quiz.

  • Day 032 (10-Aug-2018)

Today’s Progress : Continue: SVM lesson from Intro to Machine Learning course, Udacity

Thoughts : Studied non linear svm, features, kernal opion etc, also code for given problem in pycharm which helps to understand the concept well.

  • Day 033 (11-Aug-2018)

Today’s Progress : Completed: SVM lesson from Intro to Machine Learning course, Udacity

Thoughts : Studied parameters : Gamma , kernal and how they impact on the final result , also learned concept of overfitting, worked on the mini project where implemented SVM , and test accuracy of result / test set.

  • Day 034 (12-Aug-2018)

Today’s Progress : Begin : lesson 6 “Decision Trees”, from Intro to Machine Learning course, Udacity

Thoughts : Studied concepts of decision tree algorithm and solved problems.

Stay Curious & Keep Learning 🙂

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