GitHub - YashwinTapdiya/Data_Science_Learning: Contains Jupyter Notebook of different data science topics including various ML and DL models

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
.gitattributes		.gitattributes
APIs.ipynb		APIs.ipynb
AdaBoost.ipynb		AdaBoost.ipynb
Amazon_jobs_dataset.ipynb		Amazon_jobs_dataset.ipynb
CNN.ipynb		CNN.ipynb
Catboost.ipynb		Catboost.ipynb
ClassificationMetrics.ipynb		ClassificationMetrics.ipynb
Conditions and loops.ipynb		Conditions and loops.ipynb
Cross Validation.ipynb		Cross Validation.ipynb
Data Visualization (Anscombe quartet).ipynb		Data Visualization (Anscombe quartet).ipynb
Decision Trees & Random Forest.ipynb		Decision Trees & Random Forest.ipynb
Decision Trees.ipynb		Decision Trees.ipynb
Encoding Categorical Values.ipynb		Encoding Categorical Values.ipynb
Feature Scaling.ipynb		Feature Scaling.ipynb
Functions.ipynb		Functions.ipynb
Gradient Boosting Algorithm.ipynb		Gradient Boosting Algorithm.ipynb
GradientDescent.ipynb		GradientDescent.ipynb
GridSearchCV and RandomizedSearchCV.ipynb		GridSearchCV and RandomizedSearchCV.ipynb
Handle Missing value.ipynb		Handle Missing value.ipynb
HelloWorld.ipynb		HelloWorld.ipynb
Hierarchical Clustering.ipynb		Hierarchical Clustering.ipynb
Intro to ML.ipynb		Intro to ML.ipynb
Intro to Python.ipynb		Intro to Python.ipynb
KMeans Clustering.ipynb		KMeans Clustering.ipynb
KNN.ipynb		KNN.ipynb
Keras.ipynb		Keras.ipynb
L1 and L2 Regularization Lasso, Ridge Regression.ipynb		L1 and L2 Regularization Lasso, Ridge Regression.ipynb
LightGBM.ipynb		LightGBM.ipynb
LinearRegression.ipynb		LinearRegression.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
Matplotlib.ipynb		Matplotlib.ipynb
More on Loops.ipynb		More on Loops.ipynb
Movie Reviews NLP.ipynb		Movie Reviews NLP.ipynb
Movies-Review-SKLearn.ipynb		Movies-Review-SKLearn.ipynb
NLP.ipynb		NLP.ipynb
Naive Bayes.ipynb		Naive Bayes.ipynb
Neural Networks.ipynb		Neural Networks.ipynb
Neural Netwroks sklearn.ipynb		Neural Netwroks sklearn.ipynb
Numpy.ipynb		Numpy.ipynb
OOPS.ipynb		OOPS.ipynb
Outlier Analysis.ipynb		Outlier Analysis.ipynb
PCA on Images.ipynb		PCA on Images.ipynb
PCA.ipynb		PCA.ipynb
Pandas Iris and terrosrism.ipynb		Pandas Iris and terrosrism.ipynb
Pandas.ipynb		Pandas.ipynb
Patterns.ipynb		Patterns.ipynb
Plotly.ipynb		Plotly.ipynb
RNN.ipynb		RNN.ipynb
Random Forest.ipynb		Random Forest.ipynb
SQLite.ipynb		SQLite.ipynb
SVM.ipynb		SVM.ipynb
Sampling Distrribution.ipynb		Sampling Distrribution.ipynb
Sampling.ipynb		Sampling.ipynb
Seaborn.ipynb		Seaborn.ipynb
Strings, Lists and 2-D Lists.ipynb		Strings, Lists and 2-D Lists.ipynb
TensorFlow.ipynb		TensorFlow.ipynb
Terrorism Data (Numpy).ipynb		Terrorism Data (Numpy).ipynb
Tuples, Dictionary and Sets.ipynb		Tuples, Dictionary and Sets.ipynb
Types of feature Transformation.ipynb		Types of feature Transformation.ipynb
Web Scraping.ipynb		Web Scraping.ipynb
Working with Files.ipynb		Working with Files.ipynb
XGBoost.ipynb		XGBoost.ipynb