GitHub - VipinJain1/VIP-Machine-Learning-Exercises-and-Practices: VIP Machine Learning Exercises and Practices

Machine Learning mastery:

https://machinelearningmastery.com/start-here/ https://machinelearningmastery.com/feature-selection-machine-learning-python/

Good Machine learning Course

http://www.cs.nthu.edu.tw/~shwu/courses/ml/

##Comparative Study on Classic Machine learning Algorithms

https://towardsdatascience.com/comparative-study-on-classic-machine-learning-algorithms-24f9ff6ab222

##curse of dimensionality

Wiki link - https://en.wikipedia.org/wiki/Curse_of_dimensionalit https://soundcloud.com/applied-ai-course/email-fast-ai-blog/s-bAKiR

##FAQ:

https://sebastianraschka.com/faq/docs/scale-training-test.html

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
Data Science Exploratory Data Analysis and Data Visualization		Data Science Exploratory Data Analysis and Data Visualization
Python Programming For ML		Python Programming For ML
Python_Programming_for_ML		Python_Programming_for_ML
1_introduction_Pandas.ipynb		1_introduction_Pandas.ipynb
3_DonorsChoose_KNN-Exercise.ipynb		3_DonorsChoose_KNN-Exercise.ipynb
3_DonorsChoose_KNN-checkpoint.ipynb		3_DonorsChoose_KNN-checkpoint.ipynb
3_DonorsChoose_KNN.ipynb		3_DonorsChoose_KNN.ipynb
All About KNN Full Analysis.ipynb		All About KNN Full Analysis.ipynb
All About KNN Full Analysis.pdf		All About KNN Full Analysis.pdf
Bag Of Words.ipynb		Bag Of Words.ipynb
Exercise_1_Numpy_array_object.ipynb		Exercise_1_Numpy_array_object.ipynb
Exercise_Numerical_operations_on_array.ipynb		Exercise_Numerical_operations_on_array.ipynb
Exercise_metaplotlib.ipynb		Exercise_metaplotlib.ipynb
Exploratory Data Analysis_Haberman.ipynb		Exploratory Data Analysis_Haberman.ipynb
FB_EDA.ipynb		FB_EDA.ipynb
FB_Models.ipynb		FB_Models.ipynb
FB_featurization.ipynb		FB_featurization.ipynb
Full_Naive_Bayes_Analysis.ipynb		Full_Naive_Bayes_Analysis.ipynb
Full_Naive_Bayes_Analysis.pdf		Full_Naive_Bayes_Analysis.pdf
Implement_SGD.ipynb		Implement_SGD.ipynb
LogisticRegression.ipynb		LogisticRegression.ipynb
Logistic_Regression_Full_Analysis.ipynb		Logistic_Regression_Full_Analysis.ipynb
Logistic_Regression_Full_Analysis.pdf		Logistic_Regression_Full_Analysis.pdf
PCA_tSNE.ipynb		PCA_tSNE.ipynb
Plotting_for_Exploratory_data analysis_(EDA).ipynb		Plotting_for_Exploratory_data analysis_(EDA).ipynb
Plotting_for_Exploratory_data analysis_(EDA).pdf		Plotting_for_Exploratory_data analysis_(EDA).pdf
Plotting_for_Exploratory_data analysis_(EDA)_Haberman.pdf		Plotting_for_Exploratory_data analysis_(EDA)_Haberman.pdf
Projects_Auto_Approval_tSNE Analysis.pdf		Projects_Auto_Approval_tSNE Analysis.pdf
Projects_Auto_Approval_tSNE.ipynb		Projects_Auto_Approval_tSNE.ipynb
README.md		README.md
SVM Full Analysis_orig.ipynb		SVM Full Analysis_orig.ipynb
SVM Full_Analysis.ipynb		SVM Full_Analysis.ipynb
TFIDF.ipynb		TFIDF.ipynb
full_knn_analysis.ipynb		full_knn_analysis.ipynb
key_operations_on_dataframes.ipynb		key_operations_on_dataframes.ipynb
kfold.ipynb		kfold.ipynb
knn.ipynb		knn.ipynb
knn_with_simple_code.ipynb		knn_with_simple_code.ipynb
pandas_workshop.ipynb		pandas_workshop.ipynb

VipinJain1/VIP-Machine-Learning-Exercises-and-Practices

Folders and files

Latest commit

History

Repository files navigation

Machine Learning mastery:

Good Machine learning Course

About

Topics

Resources

Stars

Watchers

Forks

Languages