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.

jarif87 / machine-learning-notebooks Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

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.

0 stars 0 forks Branches Tags Activity

Star

Notifications

Branches Tags

About

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

Activity

0 stars

1 watching

0 forks

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Uh oh!

About

Uh oh!

Releases

Packages

Languages

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
Build Model.ipynb		Build Model.ipynb
Creating_the_ID_Card_Detector_with_OpenCV.ipynb		Creating_the_ID_Card_Detector_with_OpenCV.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
LogisticLoss.ipynb		LogisticLoss.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
Seeds.ipynb		Seeds.ipynb
Student_Grade_prediction_Using_Machine_Learning.ipynb		Student_Grade_prediction_Using_Machine_Learning.ipynb
TFIDF.ipynb		TFIDF.ipynb
_Model Representation with Linear Regression.ipynb		_Model Representation with Linear Regression.ipynb
acoustic_velocity_prediction.ipynb		acoustic_velocity_prediction.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
build_similarity_prediction_in_text.ipynb		build_similarity_prediction_in_text.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
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
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
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
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
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
house prediction.ipynb		house prediction.ipynb
hyperparameter-optimization.ipynb		hyperparameter-optimization.ipynb
implement-decisiontree.ipynb		implement-decisiontree.ipynb
iris-flower-classification.ipynb		iris-flower-classification.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
linear-regression-using-gradient-descent.ipynb		linear-regression-using-gradient-descent.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
movie-recommendation-system.ipynb		movie-recommendation-system.ipynb
numeric-and-text-analysis-stock-market.ipynb		numeric-and-text-analysis-stock-market.ipynb
pizza_forecast_automl.ipynb		pizza_forecast_automl.ipynb
pok-mon-prestige-classifier.ipynb		pok-mon-prestige-classifier.ipynb
predict-bike-sharing-demand.ipynb		predict-bike-sharing-demand.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
predicting-using-decision-tree-classifier.ipynb		predicting-using-decision-tree-classifier.ipynb
predicting-using-unsupervised-ml.ipynb		predicting-using-unsupervised-ml.ipynb
prediction-using-supervised-ml.ipynb		prediction-using-supervised-ml.ipynb
predictive-analytics-for-app-ratings.ipynb		predictive-analytics-for-app-ratings.ipynb
predictive-modeling-with-scikit-learn.ipynb		predictive-modeling-with-scikit-learn.ipynb
promotion_predictor_automl.ipynb		promotion_predictor_automl.ipynb
pycaret_mortality_predictor_part1.ipynb		pycaret_mortality_predictor_part1.ipynb
pycaret_mortality_predictor_part2.ipynb		pycaret_mortality_predictor_part2.ipynb
recommendation-system-in-python.ipynb		recommendation-system-in-python.ipynb
red-wine-taste-meets-data.ipynb		red-wine-taste-meets-data.ipynb
regression-based-house-price-estimation.ipynb		regression-based-house-price-estimation.ipynb
romantic-engagement-estimator.ipynb		romantic-engagement-estimator.ipynb
sagemaker_pipeline_train.ipynb		sagemaker_pipeline_train.ipynb
sales-prediction.ipynb		sales-prediction.ipynb
smart voice assistant.ipynb		smart voice assistant.ipynb
speech_to_text_characterization.ipynb		speech_to_text_characterization.ipynb
symptoms-to-disease-prediction-and-analysis-system.ipynb		symptoms-to-disease-prediction-and-analysis-system.ipynb
task-1.ipynb		task-1.ipynb
task-2.ipynb		task-2.ipynb
task-3.ipynb		task-3.ipynb
task-4.ipynb		task-4.ipynb
task-5.ipynb		task-5.ipynb
term-deposit-prediction.ipynb		term-deposit-prediction.ipynb
tpot-automl-ipl-score-predictor.ipynb		tpot-automl-ipl-score-predictor.ipynb
unemployment.ipynb		unemployment.ipynb
user-segmentation-and-traits.ipynb		user-segmentation-and-traits.ipynb
video-game-sales-trends-forecasts.ipynb		video-game-sales-trends-forecasts.ipynb
vinecraft-predicting-wine-excellence.ipynb		vinecraft-predicting-wine-excellence.ipynb
voyage-to-safety-titanic-prediction.ipynb		voyage-to-safety-titanic-prediction.ipynb
walmart_sales_forcasting.ipynb		walmart_sales_forcasting.ipynb
wildfire-forecast-system.ipynb		wildfire-forecast-system.ipynb
wine-quality-assessment.ipynb		wine-quality-assessment.ipynb

jarif87/machine-learning-notebooks

Folders and files

Latest commit

History

About

Topics

Uh oh!

Stars

Watchers

Forks

Releases

Packages 0

Languages

Packages