https://github.com/12345k/100-days-of-ml-code
https://github.com/12345k/100-days-of-ml-code
100-days-of-code-log implementation implementation-of-algorithms machine-learning machine-learning-algorithms python siraj-raval siraj-raval-challenge
Last synced: 4 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/12345k/100-days-of-ml-code
- Owner: 12345k
- Created: 2018-07-06T12:20:56.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-08-15T18:30:27.000Z (almost 7 years ago)
- Last Synced: 2024-12-30T09:24:54.385Z (6 months ago)
- Topics: 100-days-of-code-log, implementation, implementation-of-algorithms, machine-learning, machine-learning-algorithms, python, siraj-raval, siraj-raval-challenge
- Language: Jupyter Notebook
- Size: 145 KB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 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](https://www.kaggle.com/sarahvch/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](https://www.kaggle.com/karthickaravindan/decision-trees-and-random-forest)
## Day 1 : July 07 , 2018
**Today's Progress** :Studied support vector machines(SVM). Worked on [Iris Species](https://www.kaggle.com/uciml/iris)
**Thoughts** : Can't understand girdsearch properlly but tried to implement it.
**Link of Work:** [Commit](https://www.kaggle.com/karthickaravindan/support-vector-machines-project)
## 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](https://www.kaggle.com/flyingwombat/us-news-and-world-reports-college-data)
**Thoughts** : Understand clustering very well.Tomorrow going to work in PCA
**Link of Work:** [Commit](https://www.kaggle.com/karthickaravindan/k-means-clustering-project)
## 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](https://www.kaggle.com/scoleman/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](https://www.kaggle.com/karthickaravindan/without-data-visualization)
## 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](https://www.kaggle.com/aariyan101/bank-notes).Used tensorflow DNN Classifier
**Thoughts** : Way to go in deep learning.
**Link of Work:** [Commit](https://www.kaggle.com/karthickaravindan/dnnclassifier)
## 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](https://www.linkedin.com/feed/update/urn:li:activity:6427348565911269376)
## 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](https://github.com/12345k/100-Days-of-ML-Code/blob/master/text_classification_1.ipynb)
## 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]( http://52.45.171.205:3500)
## 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]( https://www.pyimagesearch.com/)
## 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