Basic-exercises-on-Machine-Learning-with-Python

Basic exercises on Machine Learning with Python

01.Python Basics
02.Arrays
03.Numpy
04.Lists
05.InOut
06.Tuple
07.Sets
08.Dictionary
09.Directory
10.Exceptions
11.Custom Exceptions
12.Class
13.Inheritance
14.Modules
15.Math and Stats
16.Matplotlib
17.Seaborn
18.SimPy
19.Pendulum
20.Arow module
21.Decision TreesVIz
22.Requests
23.Tensorflow Basics
24.Stumpy
25.Linear_Regression
26.Logistic_regression
27.XGBRegressor
28.Ridge_Regression
29.Support_Vector_Regression
30.Lasso_Regression
31.Bayesian_Ridge_Regression
32.MLPRegressor
33.Random_Forest_Regression
34.PLSRegression
35.DecisionTreeRegressor
36.Agglomerative_Clustering
37.ARIMA
38.K_Nearest_Neighbors_Regression
39.SVC_linear
40.SVC_RBF
41.SVC_Poly
42.MLPClassifier
43.KNeighborsClassifier
44.GaussianProcessClassifier
45.DecisionTreeClassifier
46.RandomForestClassifier
47.AdaBoostClassifier
48.GaussianNB
49.K_Means_Clustering\

Name		Name	Last commit message	Last commit date
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.ipynb_checkpoints		.ipynb_checkpoints
Data		Data
MNIST_data		MNIST_data
__pycache__		__pycache__
01.Python Basics.ipynb		01.Python Basics.ipynb
02.Arrays.ipynb		02.Arrays.ipynb
03.Numpy.ipynb		03.Numpy.ipynb
04.Lists.ipynb		04.Lists.ipynb
05.InOut.ipynb		05.InOut.ipynb
06.Tuple.ipynb		06.Tuple.ipynb
07.Sets.ipynb		07.Sets.ipynb
08.Dictionary .ipynb		08.Dictionary .ipynb
09.Directory.ipynb		09.Directory.ipynb
10.Exceptions.ipynb		10.Exceptions.ipynb
11.Custom Exceptions.ipynb		11.Custom Exceptions.ipynb
12.Class.ipynb		12.Class.ipynb
13.Inheritance.ipynb		13.Inheritance.ipynb
14.Modules.ipynb		14.Modules.ipynb
15.Math and Stats.ipynb		15.Math and Stats.ipynb
16.Matplotlib.ipynb		16.Matplotlib.ipynb
17.Seaborn.ipynb		17.Seaborn.ipynb
18.SimPy.ipynb		18.SimPy.ipynb
19.Pendulum.ipynb		19.Pendulum.ipynb
20.Arow module.ipynb		20.Arow module.ipynb
21.Decision TreesVIz.ipynb		21.Decision TreesVIz.ipynb
22.Requests.ipynb		22.Requests.ipynb
23.Tensorflow Basics.ipynb		23.Tensorflow Basics.ipynb
24.Stumpy.ipynb		24.Stumpy.ipynb
25.Linear_Regression.ipynb		25.Linear_Regression.ipynb
26.Logistic_regression.ipynb		26.Logistic_regression.ipynb
27.XGBRegressor.py		27.XGBRegressor.py
28.Ridge_Regression.ipynb		28.Ridge_Regression.ipynb
29.Support_Vector_Regression.ipynb		29.Support_Vector_Regression.ipynb
30.Lasso_Regression.ipynb		30.Lasso_Regression.ipynb
31.Bayesian_Ridge_Regression.ipynb		31.Bayesian_Ridge_Regression.ipynb
32.MLPRegressor.ipynb		32.MLPRegressor.ipynb
33.Random_Forest_Regression.ipynb		33.Random_Forest_Regression.ipynb
34.PLSRegression.ipynb		34.PLSRegression.ipynb
35.DecisionTreeRegressor.ipynb		35.DecisionTreeRegressor.ipynb
36.Agglomerative_Clustering.ipynb		36.Agglomerative_Clustering.ipynb
37.ARIMA.ipynb		37.ARIMA.ipynb
38.K_Nearest_Neighbors_Regression_.ipynb		38.K_Nearest_Neighbors_Regression_.ipynb
39.SVC_linear.ipynb		39.SVC_linear.ipynb
40.SVC_RBF.ipynb		40.SVC_RBF.ipynb
41.SVC_Poly.ipynb		41.SVC_Poly.ipynb
42.MLPClassifier.ipynb		42.MLPClassifier.ipynb
43.KNeighborsClassifieripynb.ipynb		43.KNeighborsClassifieripynb.ipynb
44.GaussianProcessClassifier.ipynb		44.GaussianProcessClassifier.ipynb
45.DecisionTreeClassifier.ipynb		45.DecisionTreeClassifier.ipynb
46.RandomForestClassifier.ipynb		46.RandomForestClassifier.ipynb
47.AdaBoostClassifier.ipynb		47.AdaBoostClassifier.ipynb
48.GaussianNB.ipynb		48.GaussianNB.ipynb
49.K_Means_Clustering.ipynb		49.K_Means_Clustering.ipynb
50.ADA_Regression.ipynb		50.ADA_Regression.ipynb
51.GradBoost.ipynb		51.GradBoost.ipynb
52.StatsmodelsOLS.ipynb		52.StatsmodelsOLS.ipynb
Certificate 53 - LinkedIn- Data Analytics.pdf		Certificate 53 - LinkedIn- Data Analytics.pdf
Certificate_001 SpecializationStatistics with Python University of Michigan .pdf		Certificate_001 SpecializationStatistics with Python University of Michigan .pdf
Certificate_002 University of Michigan.pdf		Certificate_002 University of Michigan.pdf
Certificate_003 University of Michigan.pdf		Certificate_003 University of Michigan.pdf
Certificate_004 University of Michigan.pdf		Certificate_004 University of Michigan.pdf
Certificate_005 University of Michigan.pdf		Certificate_005 University of Michigan.pdf
Certificate_006 University of Michigan.pdf		Certificate_006 University of Michigan.pdf
Certificate_007 University of Michigan.pdf		Certificate_007 University of Michigan.pdf
Certificate_008 University of Michigan.pdf		Certificate_008 University of Michigan.pdf
Certificate_009 University of California.pdf		Certificate_009 University of California.pdf
Certificate_011 Johns Hopkins University.pdf		Certificate_011 Johns Hopkins University.pdf
Certificate_012 Johns Hopkins University.pdf		Certificate_012 Johns Hopkins University.pdf
Certificate_013 Johns Hopkins University.pdf		Certificate_013 Johns Hopkins University.pdf
Certificate_014.jpg		Certificate_014.jpg
Certificate_015 Edugrade.jpg		Certificate_015 Edugrade.jpg
Certificate_016 IBM Certificate.pdf		Certificate_016 IBM Certificate.pdf
Certificate_017 IBM Certificate.pdf		Certificate_017 IBM Certificate.pdf
Certificate_018 IBM Certificate.pdf		Certificate_018 IBM Certificate.pdf
Certificate_019 IBM Certificate		Certificate_019 IBM Certificate
Certificate_020 IBM Certificate.pdf		Certificate_020 IBM Certificate.pdf
Certificate_021 IBM Certificate		Certificate_021 IBM Certificate
Certificate_022 IBM Certificate.pdf		Certificate_022 IBM Certificate.pdf
Certificate_023 IBM Certificate.pdf		Certificate_023 IBM Certificate.pdf
Certificate_024.jpg		Certificate_024.jpg
Certificate_025.png		Certificate_025.png
Certificate_026 Johns Hopkins University.pdf		Certificate_026 Johns Hopkins University.pdf
Certificate_027.pdf		Certificate_027.pdf
Certificate_028.pdf		Certificate_028.pdf
Certificate_029.pdf		Certificate_029.pdf
Certificate_030 Google Crash Course on Python.pdf		Certificate_030 Google Crash Course on Python.pdf
Certificate_031.pdf		Certificate_031.pdf
Certificate_032 Rice University .pdf		Certificate_032 Rice University .pdf
Certificate_033 Stanford University.pdf		Certificate_033 Stanford University.pdf
Certificate_034 Johns Hopkins University .pdf		Certificate_034 Johns Hopkins University .pdf
Certificate_035 Johns Hopkins University - Executive Data Science.pdf		Certificate_035 Johns Hopkins University - Executive Data Science.pdf
Certificate_036.pdf		Certificate_036.pdf
Certificate_037.pdf		Certificate_037.pdf
Certificate_038.jpg		Certificate_038.jpg
Certificate_039.pdf		Certificate_039.pdf
Certificate_040.pdf		Certificate_040.pdf
Certificate_041.pdf		Certificate_041.pdf
Certificate_042 Nasscom.pdf		Certificate_042 Nasscom.pdf
Certificate_043.pdf		Certificate_043.pdf
Certificate_044 Introduction to Data Science.pdf		Certificate_044 Introduction to Data Science.pdf

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