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Title: GitHub - sanket2011/data-science-complete-tutorial: For extensive instructor led learning

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Description: For extensive instructor led learning. Contribute to sanket2011/data-science-complete-tutorial development by creating an account on GitHub.

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1. Introduction to Numpy.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/1.%20Introduction%20to%20Numpy.ipynb
1. Introduction to Numpy.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/1.%20Introduction%20to%20Numpy.ipynb
1. NumPy.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/1.%20NumPy.ipynb
1. NumPy.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/1.%20NumPy.ipynb
10. Feature Selection Techniques.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/10.%20Feature%20Selection%20Techniques.ipynb
10. Feature Selection Techniques.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/10.%20Feature%20Selection%20Techniques.ipynb
11. Nearest Neighbors.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/11.%20Nearest%20Neighbors.ipynb
11. Nearest Neighbors.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/11.%20Nearest%20Neighbors.ipynb
12. Clustering Techniques.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/12.%20Clustering%20Techniques.ipynb
12. Clustering Techniques.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/12.%20Clustering%20Techniques.ipynb
13. Anomaly Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/13.%20Anomaly%20Detection.ipynb
13. Anomaly Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/13.%20Anomaly%20Detection.ipynb
14. Support Vector Machines.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/14.%20Support%20Vector%20Machines.ipynb
14. Support Vector Machines.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/14.%20Support%20Vector%20Machines.ipynb
15. Dealing with Imbalanced Classes.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/15.%20Dealing%20with%20Imbalanced%20Classes.ipynb
15. Dealing with Imbalanced Classes.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/15.%20Dealing%20with%20Imbalanced%20Classes.ipynb
16. Ensemble Methods.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/16.%20Ensemble%20Methods.ipynb
16. Ensemble Methods.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/16.%20Ensemble%20Methods.ipynb
17. Association Rules.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/17.%20Association%20Rules.ipynb
17. Association Rules.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/17.%20Association%20Rules.ipynb
2. Pandas for Machine Learning.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/2.%20Pandas%20for%20Machine%20Learning.ipynb
2. Pandas for Machine Learning.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/2.%20Pandas%20for%20Machine%20Learning.ipynb
3. Plotting.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/3.%20Plotting.ipynb
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4. Linear Models for Classification & Regression.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/4.%20Linear%20Models%20for%20Classification%20%26%20Regression.ipynb
4. Linear Models for Classification & Regression.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/4.%20Linear%20Models%20for%20Classification%20%26%20Regression.ipynb
5. PreProcessing.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/5.%20PreProcessing.ipynb
5. PreProcessing.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/5.%20PreProcessing.ipynb
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7. Naive Bayes.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/7.%20Naive%20Bayes.ipynb
8. Composite Estimators using Pipelines & FeatureUnions.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/8.%20Composite%20Estimators%20using%20Pipelines%20%26%20FeatureUnions.ipynb
8. Composite Estimators using Pipelines & FeatureUnions.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/8.%20Composite%20Estimators%20using%20Pipelines%20%26%20FeatureUnions.ipynb
9. Model Selection & Evaluation.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/9.%20Model%20Selection%20%26%20Evaluation.ipynb
9. Model Selection & Evaluation.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/9.%20Model%20Selection%20%26%20Evaluation.ipynb
Altimetrik - 1.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Altimetrik%20-%201.ipynb
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Case Study - IMDB dataset.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20%20Study%20-%20IMDB%20dataset.ipynb
Case Study - IMDB dataset.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20%20Study%20-%20IMDB%20dataset.ipynb
Case Study - Balancing Class.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Balancing%20Class.ipynb
Case Study - Balancing Class.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Balancing%20Class.ipynb
Case Study - Clustering, Outliers.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Clustering%2C%20Outliers.ipynb
Case Study - Clustering, Outliers.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Clustering%2C%20Outliers.ipynb
Case Study - Face Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Face%20Detection.ipynb
Case Study - Face Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Face%20Detection.ipynb
Case Study - Feature Selection on Store Data.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Feature%20Selection%20on%20Store%20Data.ipynb
Case Study - Feature Selection on Store Data.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Feature%20Selection%20on%20Store%20Data.ipynb
Case Study - Fraud Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Fraud%20Detection.ipynb
Case Study - Fraud Detection.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Fraud%20Detection.ipynb
Case Study - HealthCare Data Analysis.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20HealthCare%20Data%20Analysis.ipynb
Case Study - HealthCare Data Analysis.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20HealthCare%20Data%20Analysis.ipynb
Case Study - House Pricing.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20House%20Pricing.ipynb
Case Study - House Pricing.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20House%20Pricing.ipynb
Case Study - Image Compression.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Image%20Compression.ipynb
Case Study - Image Compression.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Image%20Compression.ipynb
Case Study - Income Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Income%20Prediction.ipynb
Case Study - Income Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Income%20Prediction.ipynb
Case Study - Titanic Shipwrek prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Titanic%20Shipwrek%20prediction.ipynb
Case Study - Titanic Shipwrek prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Titanic%20Shipwrek%20prediction.ipynb
Case Study - Visa Status Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Visa%20Status%20Prediction.ipynb
Case Study - Visa Status Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%20-%20Visa%20Status%20Prediction.ipynb
Case Study 1 - Employee Attrition Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%201%20-%20Employee%20Attrition%20Prediction.ipynb
Case Study 1 - Employee Attrition Prediction.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%201%20-%20Employee%20Attrition%20Prediction.ipynb
Case Study 2 - Review Sentiment Classification.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%202%20-%20Review%20Sentiment%20Classification.ipynb
Case Study 2 - Review Sentiment Classification.ipynbhttps://patch-diff.githubusercontent.com/sanket2011/data-science-complete-tutorial/blob/master/Case%20Study%202%20-%20Review%20Sentiment%20Classification.ipynb
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