100DaysOfML-LOG

Day 0 : July 18 , 2018

Today's Progress : I have completed the setup part for this challenge including choosing project.

Thoughts : Excited for the challenge, hoping it will help me code ML in a more effective way.

Day 1 : July 19 , 2018

Today's Progress : I have started with the Machine Learning Nanodegree Course from Udacity. Studied Regression, Classification, Perceptron and Naive Bayes.

Thoughts : Feeling fantastic knowing such new things and excited to take it to a higher level.

Day 2 : July 20 , 2018

Today's Progress : I have completed Perceptron Algorithm, Error Funtion, Softmax and Gradient Descent.

Thoughts : Hopefully I will be able to implement some Machine Learning Algorithms from now on.

Day 3 : July 21 , 2018

Today's Progress : I have completed Multi Layer Perceptron, Convolutional Neural Network and several architectures like VGG, ResNet, Inception and Xception in Deep Learning and some parts of Reinforcement Learning.

Thoughts : CNNs much much better than MLPs and also Xceptions reveals greater accuracy!

Day 4 : July 22 , 2018

Today's Progress : I have completed problems covered by Reinforcement Learning of Convolution neural Network.

Thoughts : According to me RL better than CNN!

Day 5 : July 23 , 2018

Today's Progress : I have started coding in Keras with TensorFlow Backend.

Thoughts : Enjoyed first day of coding!

Day 6 : July 24 , 2018

Today's Progress : I have started with Dynamic Programming of Reinforcement Learning .

Thoughts : A bit confused!

Day 7 : July 25 , 2018

Today's Progress : I have installed OpenAi Gym and studied Bellman Equation of Reinforcement Learning .

Thoughts : Understandable!

Day 8 : July 26 , 2018

Today's Progress : I have completed Dynamic Programming Reinforcement Learning .

Thoughts : Understandable!

Day 9 : July 27 , 2018

Today's Progress : I have completed chapter 1 of book Reinforcement Learning .

Thoughts : Feeling comfortable with RL!

Day 10 : July 28 , 2018

Today's Progress : I revised some mathematics.

Thoughts : Will be able soon to deploy algoritms on own!

Day 11 : July 29 , 2018

Today's Progress : Completed Lesson 1 of Natural Language processing.

Thoughts : Will be able soon to deploy its algoritms on own!

Day 12 : July 30 , 2018

Today's Progress : I implemented many algorithms of dynamic programming.

Thoughts : Fun!

Day 13 : July 31 , 2018

Today's Progress : Started with Monte Carlo methods.

Thoughts : Feeling Great!

Day 14 : August 1 , 2018

Today's Progress : Completed lesson 2 of Reinforcement Book.

Thoughts : Concepts quite clear!

Day 15 : August 2 , 2018

Today's Progress : Completed Monte Carlo Methods.

Thoughts : Happy Learning!

Day 16 : August 3 , 2018

Today's Progress : Completed Lesson 3 Of RL Book.

Thoughts : Nice!

Day 17 : August 4 , 2018

Today's Progress : Implemented algorithms on project Frozen Lake.

Thoughts : Got to work more!

Day 18 : August 5 , 2018

Today's Progress : Continued on Frozen Lake Project.

Thoughts : Need more effort!

Day 19 : August 6 , 2018

Today's Progress : Completed on Frozen Lake Project and started with Black Jack Project.

Thoughts : Amazing!

Day 20 : August 7 , 2018

Today's Progress : Completed Black Jack Project and started with temporal difference methods.

Thoughts : Amazing!

Day 21 : August 8 , 2018

Today's Progress : Completed Temporal Difference methods.

Thoughts : Amazing!

Day 22 : August 9 , 2018

Today's Progress : Implemented Temporal Difference Algoritms.

Thoughts : Understandable!

Day 23 : August 10 , 2018

Today's Progress : Continued with implementation Temporal Difference Algoritms.

Thoughts : Getting a lot of knowledge!

Day 24 : August 11 , 2018

Today's Progress : Revised all previous stuff.

Thoughts : Feeling fantastic!

Day 25 : August 12 , 2018

Today's Progress : Continued Revision.

Thoughts : --