GitHub - jarif87/machine-learning-notebooks: A collection of practical machine learning projects and notebooks covering key topics like regression, classification, clustering and feature engineering.More projects and tutorials will be added regularly to help you learn and apply ML techniques.

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A collection of practical machine learning projects and notebooks covering key topics like regression, classification, clustering and feature engineering.More projects and tutorials will be added regularly to help you learn and apply ML techniques.

python machine-learning clustering numpy sklearn regression pandas classification automl arima-forecasting pycaret h20automl evalml flaml

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Name		Name	Last commit message	Last commit date
Latest commit History 86 Commits
Breast_Cancer_Classification.ipynb		Breast_Cancer_Classification.ipynb
Build Model.ipynb		Build Model.ipynb
Creating_the_ID_Card_Detector_with_OpenCV.ipynb		Creating_the_ID_Card_Detector_with_OpenCV.ipynb
Diabetes_Prediction_using_Machine_Learning.ipynb		Diabetes_Prediction_using_Machine_Learning.ipynb
Estimating_Pore_Pressure_Using_AI.ipynb		Estimating_Pore_Pressure_Using_AI.ipynb
Feature Engineering.ipynb		Feature Engineering.ipynb
Feature Scaling & Learning rate.ipynb		Feature Scaling & Learning rate.ipynb
Feature Store.ipynb		Feature Store.ipynb
Gradient_Descent_for_Linear_Regression.ipynb		Gradient_Descent_for_Linear_Regression.ipynb
Implementation RandomForest Classifier.ipynb		Implementation RandomForest Classifier.ipynb
Linear Regression Cost Function Explained.ipynb		Linear Regression Cost Function Explained.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
Linear_Regression_2.ipynb		Linear_Regression_2.ipynb
Linear_vs_Non_Linear_Unraveling_Relationships.ipynb		Linear_vs_Non_Linear_Unraveling_Relationships.ipynb
Loan_Status_Prediction_.ipynb		Loan_Status_Prediction_.ipynb
LogisticLoss.ipynb		LogisticLoss.ipynb
Magic_gamma_vs_hadron_.ipynb		Magic_gamma_vs_hadron_.ipynb
Multiple Linear Regression.ipynb		Multiple Linear Regression.ipynb
Preprocessing.ipynb		Preprocessing.ipynb
SONAR_Rock_vs_Mine_Prediction.ipynb		SONAR_Rock_vs_Mine_Prediction.ipynb
Sagemaker Feature Engineering.ipynb		Sagemaker Feature Engineering.ipynb
Salary_prediction_using_Machine_Learning.ipynb		Salary_prediction_using_Machine_Learning.ipynb
Seeds.ipynb		Seeds.ipynb
Student_Grade_prediction_Using_Machine_Learning.ipynb		Student_Grade_prediction_Using_Machine_Learning.ipynb
TFIDF.ipynb		TFIDF.ipynb
Upsampling_and_Downsampling_Imbalanced_Data_in_Python.ipynb		Upsampling_and_Downsampling_Imbalanced_Data_in_Python.ipynb
_Model Representation with Linear Regression.ipynb		_Model Representation with Linear Regression.ipynb
accident-risk-regression-tps-s5e10.ipynb		accident-risk-regression-tps-s5e10.ipynb
acoustic_velocity_prediction.ipynb		acoustic_velocity_prediction.ipynb
advanced-insurance-risk-analysis-system.ipynb		advanced-insurance-risk-analysis-system.ipynb
analysis-of-football-data.ipynb		analysis-of-football-data.ipynb
anticipating-vaccine-demand-with-predictive-models.ipynb		anticipating-vaccine-demand-with-predictive-models.ipynb
art-sculpture-cost-forecasting.ipynb		art-sculpture-cost-forecasting.ipynb
bank-churn-prediction-automl-h2o.ipynb		bank-churn-prediction-automl-h2o.ipynb
bank-term-deposit-classifier.ipynb		bank-term-deposit-classifier.ipynb
boston-housing-price-prediction.ipynb		boston-housing-price-prediction.ipynb
breastwise-wisconsin-diagnostic-analysis.ipynb		breastwise-wisconsin-diagnostic-analysis.ipynb
build_similarity_prediction_in_text.ipynb		build_similarity_prediction_in_text.ipynb
car-price-prediction.ipynb		car-price-prediction.ipynb
cardiovascular-risk-prediction-with-automl.ipynb		cardiovascular-risk-prediction-with-automl.ipynb
churnpro-elite-customer-classification (1).ipynb		churnpro-elite-customer-classification (1).ipynb
cirrhosis-final-boss-blended-ensemble.ipynb		cirrhosis-final-boss-blended-ensemble.ipynb
cost function for logistic regression.ipynb		cost function for logistic regression.ipynb
credit-score-classification.ipynb		credit-score-classification.ipynb
custmer_segmentation.ipynb		custmer_segmentation.ipynb
customer-churn-classification.ipynb		customer-churn-classification.ipynb
customer-segmentation-with-k-means-clustering.ipynb		customer-segmentation-with-k-means-clustering.ipynb
data-science-with-python-final-project.ipynb		data-science-with-python-final-project.ipynb
datacamp-course-rating-prediction.ipynb		datacamp-course-rating-prediction.ipynb
decision_tree_+_random_forest.ipynb		decision_tree_+_random_forest.ipynb
decisiontree-randomforest-grid-random-search.ipynb		decisiontree-randomforest-grid-random-search.ipynb
demand-forecasting-for-a-retail-store.ipynb		demand-forecasting-for-a-retail-store.ipynb
diabetes-analysis.ipynb		diabetes-analysis.ipynb
diainsights-advanced-diabetes-analysis.ipynb		diainsights-advanced-diabetes-analysis.ipynb
diamond-price-regression.ipynb		diamond-price-regression.ipynb
dutch-energy-load-forecast-48h.ipynb		dutch-energy-load-forecast-48h.ipynb
eda-retail.ipynb		eda-retail.ipynb
eda-sports.ipynb		eda-sports.ipynb
flight-price-estimator-with-automl.ipynb		flight-price-estimator-with-automl.ipynb
fraud_detection_with_automl.ipynb		fraud_detection_with_automl.ipynb
fruad-detection.ipynb		fruad-detection.ipynb
fuel_price_forecast_arima.ipynb		fuel_price_forecast_arima.ipynb
global-terrorism-eda.ipynb		global-terrorism-eda.ipynb
grad-bunker-data-science-competition .ipynb		grad-bunker-data-science-competition .ipynb
handling-imbalanced-class-cross-validation.ipynb		handling-imbalanced-class-cross-validation.ipynb
healthcare-expense-estimation.ipynb		healthcare-expense-estimation.ipynb
heart-failure-prediction-using-xgb.ipynb		heart-failure-prediction-using-xgb.ipynb
heart_disease_prediction.ipynb		heart_disease_prediction.ipynb
homelessness-prediction-challenge.ipynb		homelessness-prediction-challenge.ipynb
house prediction.ipynb		house prediction.ipynb
hyperparameter-optimization.ipynb		hyperparameter-optimization.ipynb
implement-decisiontree.ipynb		implement-decisiontree.ipynb
insurance-gold-rush-ensemble-xgb-lgb-cat.ipynb		insurance-gold-rush-ensemble-xgb-lgb-cat.ipynb
iris-flower-classification.ipynb		iris-flower-classification.ipynb
iris-flowers-classification-using-machine-learning.ipynb		iris-flowers-classification-using-machine-learning.ipynb
jobpulse-india-unemployment-analysis.ipynb		jobpulse-india-unemployment-analysis.ipynb
k-means-clustering.ipynb		k-means-clustering.ipynb
knn-regressor-vs-classifier-vs-linear-regression.ipynb		knn-regressor-vs-classifier-vs-linear-regression.ipynb
language-identification.ipynb		language-identification.ipynb
linear-regression-plus-reconstruction.ipynb		linear-regression-plus-reconstruction.ipynb
linear-regression-using-gradient-descent.ipynb		linear-regression-using-gradient-descent.ipynb
linear-regression.ipynb		linear-regression.ipynb
linear_regression_cost_function_explained.ipynb		linear_regression_cost_function_explained.ipynb
literacy_analysis_in_india.ipynb		literacy_analysis_in_india.ipynb
logistic-function-model.ipynb		logistic-function-model.ipynb
lost-in-space-predicting-passenger-fate.ipynb		lost-in-space-predicting-passenger-fate.ipynb
malicious-webpage-classification.ipynb		malicious-webpage-classification.ipynb
medical-insurance-cost-prediction.ipynb		medical-insurance-cost-prediction.ipynb
movie-recommendation-system.ipynb		movie-recommendation-system.ipynb
music-genre-classification.ipynb		music-genre-classification.ipynb
numeric-and-text-analysis-stock-market.ipynb		numeric-and-text-analysis-stock-market.ipynb
pizza_forecast_automl.ipynb		pizza_forecast_automl.ipynb
podcast-gold-dynamic-ensemble-no-fe.ipynb		podcast-gold-dynamic-ensemble-no-fe.ipynb
pok-mon-prestige-classifier.ipynb		pok-mon-prestige-classifier.ipynb
predict-bike-sharing-demand.ipynb		predict-bike-sharing-demand.ipynb
predict-the-severity-of-road-accidents.ipynb		predict-the-severity-of-road-accidents.ipynb
predicting-beer-consumption-using-machine-learning.ipynb		predicting-beer-consumption-using-machine-learning.ipynb
predicting-heart-disease.ipynb		predicting-heart-disease.ipynb
predicting-property-prices-competition.ipynb		predicting-property-prices-competition.ipynb
predicting-student-grades-with-machine-learning.ipynb		predicting-student-grades-with-machine-learning.ipynb

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