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
Latest commit sarincr NSDC Mar 27, 2022 ca3e8b7 · Mar 27, 2022 History 179 Commits
.ipynb_checkpoints	.ipynb_checkpoints	Log Regression	Sep 2, 2019
Data	Data	Data	Aug 5, 2019
MNIST_data	MNIST_data		Aug 21, 2019
__pycache__	__pycache__		Aug 4, 2019
01.Python Basics.ipynb	01.Python Basics.ipynb		Jul 14, 2019
02.Arrays.ipynb	02.Arrays.ipynb		Jul 20, 2019
03.Numpy.ipynb	03.Numpy.ipynb		Jul 14, 2019
04.Lists.ipynb	04.Lists.ipynb		Jul 22, 2019
05.InOut.ipynb	05.InOut.ipynb		Jul 23, 2019
06.Tuple.ipynb	06.Tuple.ipynb		Jul 25, 2019
07.Sets.ipynb	07.Sets.ipynb		Jul 25, 2019
08.Dictionary .ipynb	08.Dictionary .ipynb		Jul 26, 2019
09.Directory.ipynb	09.Directory.ipynb		Aug 1, 2019
10.Exceptions.ipynb	10.Exceptions.ipynb		Aug 1, 2019
11.Custom Exceptions.ipynb	11.Custom Exceptions.ipynb		Aug 3, 2019
12.Class.ipynb	12.Class.ipynb		Aug 4, 2019
13.Inheritance.ipynb	13.Inheritance.ipynb		Aug 4, 2019
14.Modules.ipynb	14.Modules.ipynb		Aug 4, 2019
15.Math and Stats.ipynb	15.Math and Stats.ipynb	Data	Aug 5, 2019
16.Matplotlib.ipynb	16.Matplotlib.ipynb		Aug 17, 2019
17.Seaborn.ipynb	17.Seaborn.ipynb		Aug 17, 2019
18.SimPy.ipynb	18.SimPy.ipynb		Aug 17, 2019
19.Pendulum.ipynb	19.Pendulum.ipynb		Aug 17, 2019
20.Arow module.ipynb	20.Arow module.ipynb		Aug 17, 2019
21.Decision TreesVIz.ipynb	21.Decision TreesVIz.ipynb		Aug 19, 2019
22.Requests.ipynb	22.Requests.ipynb		Aug 20, 2019
23.Tensorflow Basics.ipynb	23.Tensorflow Basics.ipynb		Aug 21, 2019
24.Stumpy.ipynb	24.Stumpy.ipynb		Aug 23, 2019
25.Linear_Regression.ipynb	25.Linear_Regression.ipynb		Jun 10, 2021
26.Logistic_regression.ipynb	26.Logistic_regression.ipynb	SVC	Jun 20, 2021
27.XGBRegressor.py	27.XGBRegressor.py	Linear Regressor	Jun 4, 2021
28.Ridge_Regression.ipynb	28.Ridge_Regression.ipynb	Edits	Jun 14, 2021
29.Support_Vector_Regression.ipynb	29.Support_Vector_Regression.ipynb	Edits	Jun 14, 2021
30.Lasso_Regression.ipynb	30.Lasso_Regression.ipynb	Lass	Jun 14, 2021
31.Bayesian_Ridge_Regression.ipynb	31.Bayesian_Ridge_Regression.ipynb		Jun 14, 2021
32.MLPRegressor.ipynb	32.MLPRegressor.ipynb	PLS	Jun 16, 2021
33.Random_Forest_Regression.ipynb	33.Random_Forest_Regression.ipynb	PLS	Jun 16, 2021
34.PLSRegression.ipynb	34.PLSRegression.ipynb	PLS	Jun 16, 2021
35.DecisionTreeRegressor.ipynb	35.DecisionTreeRegressor.ipynb	DecesionTreeReg	Jun 16, 2021
36.Agglomerative_Clustering.ipynb	36.Agglomerative_Clustering.ipynb	AgglomerativeClustering	Jun 18, 2021
37.ARIMA.ipynb	37.ARIMA.ipynb	52	Jun 19, 2021
38.K_Nearest_Neighbors_Regression_.ipynb	38.K_Nearest_Neighbors_Regression_.ipynb	SVC	Jun 20, 2021
39.SVC_linear.ipynb	39.SVC_linear.ipynb	SVC	Jun 20, 2021
40.SVC_RBF.ipynb	40.SVC_RBF.ipynb		Jun 20, 2021
41.SVC_Poly.ipynb	41.SVC_Poly.ipynb		Jun 20, 2021
42.MLPClassifier.ipynb	42.MLPClassifier.ipynb		Jun 21, 2021
43.KNeighborsClassifieripynb.ipynb	43.KNeighborsClassifieripynb.ipynb		Jun 21, 2021
44.GaussianProcessClassifier.ipynb	44.GaussianProcessClassifier.ipynb		Jun 21, 2021
45.DecisionTreeClassifier.ipynb	45.DecisionTreeClassifier.ipynb	DT	Jun 22, 2021
46.RandomForestClassifier.ipynb	46.RandomForestClassifier.ipynb		Jun 22, 2021
47.AdaBoostClassifier.ipynb	47.AdaBoostClassifier.ipynb		Jun 22, 2021
48.GaussianNB.ipynb	48.GaussianNB.ipynb		Jun 22, 2021
49.K_Means_Clustering.ipynb	49.K_Means_Clustering.ipynb	Updated	Jun 22, 2021
50.ADA_Regression.ipynb	50.ADA_Regression.ipynb	Reg	Jun 23, 2021
51.GradBoost.ipynb	51.GradBoost.ipynb	Reg	Jun 23, 2021
52.StatsmodelsOLS.ipynb	52.StatsmodelsOLS.ipynb	OLS	Jun 27, 2021
Certificate 53 - LinkedIn- Data Analytics.pdf	Certificate 53 - LinkedIn- Data Analytics.pdf	Linked In	Sep 1, 2021
Certificate_001 SpecializationStatistics with Python University of Michigan .pdf	Certificate_001 SpecializationStatistics with Python University of Michigan .pdf		Nov 22, 2020
Certificate_002 University of Michigan.pdf	Certificate_002 University of Michigan.pdf		Nov 22, 2020
Certificate_003 University of Michigan.pdf	Certificate_003 University of Michigan.pdf		Nov 22, 2020
Certificate_004 University of Michigan.pdf	Certificate_004 University of Michigan.pdf		Nov 22, 2020
Certificate_005 University of Michigan.pdf	Certificate_005 University of Michigan.pdf		Nov 22, 2020
Certificate_006 University of Michigan.pdf	Certificate_006 University of Michigan.pdf		Nov 22, 2020
Certificate_007 University of Michigan.pdf	Certificate_007 University of Michigan.pdf		Nov 22, 2020
Certificate_008 University of Michigan.pdf	Certificate_008 University of Michigan.pdf		Nov 22, 2020
Certificate_009 University of California.pdf	Certificate_009 University of California.pdf		Nov 22, 2020
Certificate_011 Johns Hopkins University.pdf	Certificate_011 Johns Hopkins University.pdf		Nov 22, 2020
Certificate_012 Johns Hopkins University.pdf	Certificate_012 Johns Hopkins University.pdf		Nov 22, 2020
Certificate_013 Johns Hopkins University.pdf	Certificate_013 Johns Hopkins University.pdf		Nov 22, 2020
Certificate_014.jpg	Certificate_014.jpg	Certificate	Jun 14, 2021
Certificate_015 Edugrade.jpg	Certificate_015 Edugrade.jpg		Nov 22, 2020
Certificate_016 IBM Certificate.pdf	Certificate_016 IBM Certificate.pdf		Nov 22, 2020
Certificate_017 IBM Certificate.pdf	Certificate_017 IBM Certificate.pdf		Nov 22, 2020
Certificate_018 IBM Certificate.pdf	Certificate_018 IBM Certificate.pdf		Nov 22, 2020
Certificate_019 IBM Certificate	Certificate_019 IBM Certificate		Nov 22, 2020
Certificate_020 IBM Certificate.pdf	Certificate_020 IBM Certificate.pdf		Nov 22, 2020
Certificate_021 IBM Certificate	Certificate_021 IBM Certificate		Nov 22, 2020
Certificate_022 IBM Certificate.pdf	Certificate_022 IBM Certificate.pdf		Nov 22, 2020
Certificate_023 IBM Certificate.pdf	Certificate_023 IBM Certificate.pdf		Nov 22, 2020
Certificate_024.jpg	Certificate_024.jpg		Nov 22, 2020
Certificate_025.png	Certificate_025.png		Nov 22, 2020
Certificate_026 Johns Hopkins University.pdf	Certificate_026 Johns Hopkins University.pdf		Nov 22, 2020
Certificate_027.pdf	Certificate_027.pdf	Certificate Great Learning	Nov 24, 2020
Certificate_028.pdf	Certificate_028.pdf	Certificate	Nov 25, 2020
Certificate_029.pdf	Certificate_029.pdf	Certificate_029	Nov 26, 2020
Certificate_030 Google Crash Course on Python.pdf	Certificate_030 Google Crash Course on Python.pdf	Google Crash Course on Python	Nov 27, 2020
Certificate_031.pdf	Certificate_031.pdf	Great Learning	Nov 27, 2020
Certificate_032 Rice University .pdf	Certificate_032 Rice University .pdf	Rice University	Nov 28, 2020
Certificate_033 Stanford University.pdf	Certificate_033 Stanford University.pdf	Stanford University	Nov 28, 2020
Certificate_034 Johns Hopkins University .pdf	Certificate_034 Johns Hopkins University .pdf	Capestone	Nov 29, 2020
Certificate_035 Johns Hopkins University - Executive Data Science.pdf	Certificate_035 Johns Hopkins University - Executive Data Science.pdf	Executive Data Science	Nov 29, 2020
Certificate_036.pdf	Certificate_036.pdf	GL Certificate	Nov 29, 2020
Certificate_037.pdf	Certificate_037.pdf	GL Academy	Nov 30, 2020
Certificate_038.jpg	Certificate_038.jpg	Educba	Dec 4, 2020
Certificate_039.pdf	Certificate_039.pdf	GL	Dec 5, 2020
Certificate_040.pdf	Certificate_040.pdf	GL	Dec 6, 2020
Certificate_041.pdf	Certificate_041.pdf	GL	Dec 10, 2020
Certificate_042 Nasscom.pdf	Certificate_042 Nasscom.pdf	NASSCOM FutureSkills	Dec 14, 2020
Certificate_043.pdf	Certificate_043.pdf		Dec 21, 2020
Certificate_044 Introduction to Data Science.pdf	Certificate_044 Introduction to Data Science.pdf	Quant Institute	Dec 22, 2020
Certificate_045 Test Automation University .pdf	Certificate_045 Test Automation University .pdf	Test Automation University	Dec 22, 2020
Certificate_046 Introduction to Machine Learning for Trading.pdf	Certificate_046 Introduction to Machine Learning for Trading.pdf	Quant	Dec 23, 2020
Certificate_047 AWS Machine Learning	Certificate_047 AWS Machine Learning		Dec 25, 2020
Certificate_048 .pdf	Certificate_048 .pdf	GL	Apr 23, 2021
Certificate_049. .pdf	Certificate_049. .pdf	GL	Apr 23, 2021
Certificate_050. .pdf	Certificate_050. .pdf	GL	Apr 23, 2021
Certificate_051_Duke University.pdf	Certificate_051_Duke University.pdf	Duke University	Apr 24, 2021
Certificate_052_ Accenture - Artificial Intelligence.pdf	Certificate_052_ Accenture - Artificial Intelligence.pdf	52	Jun 19, 2021
Certificate_053_ GL.jpg	Certificate_053_ GL.jpg		Oct 7, 2021
Certificate_054_ NSDC.pdf	Certificate_054_ NSDC.pdf	NSDC	Mar 27, 2022
Data.csv	Data.csv	Add files via upload	Jun 18, 2021
Housing.csv	Housing.csv		Aug 26, 2019
IBM Badges.png	IBM Badges.png	IBM Badges	Nov 22, 2020
LSTM.ipynb	LSTM.ipynb	Created using Colaboratory	Dec 13, 2019
LinearData.csv	LinearData.csv	Linear Regressor	Jun 4, 2021
Pokemon.csv	Pokemon.csv	Seaborn	Aug 17, 2019
README.md	README.md	Update README.md	Jun 22, 2021
Stanford University Grades.pdf	Stanford University Grades.pdf	Grades	Nov 28, 2020
anscombe.csv	anscombe.csv		Aug 17, 2019
dataset1.csv	dataset1.csv	Log Regression	Sep 2, 2019
fib.py	fib.py		Aug 4, 2019
file.txt	file.txt		Jul 23, 2019
geek.txt	geek.txt		Jul 23, 2019
gender_submission.csv	gender_submission.csv	Data	Sep 1, 2019
iris.csv	iris.csv		Aug 17, 2019
logisticRegressionSubmit.csv	logisticRegressionSubmit.csv		Jun 13, 2021
module.py	module.py		Aug 4, 2019
modules.py	modules.py		Aug 4, 2019
test.csv	test.csv	Data	Sep 1, 2019
test.txt	test.txt		Jul 23, 2019
tips.csv	tips.csv		Aug 17, 2019
train.csv	train.csv	Data	Sep 1, 2019

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