[ WebToolTip.com ] Logistic Regression in Python

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180 B

~Get Your Files Here !/1 - Introduction/1 - 00-Introduction-01-py.pdf

472 kB

~Get Your Files Here !/1 - Introduction/1 - Welcome To The Course.mp4

25 MB

~Get Your Files Here !/1 - Introduction/2 - Course Resources.html

117 B

~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Data Files/Customer.csv

64 kB

~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Data Files/House-Price.csv

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Data Files/Product.txt

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Others/Classification.ipynb

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Others/Python_CrashC1.ipynb

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Others/Python_cc2.ipynb

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/02_whynot_linear.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/03_logistic.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/04_.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/04_P_value.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/05_Multiple_predictors.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/06_Confusion matrix.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/07_LDA.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/08_ROC.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/09_KNN.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/10_Test_Train.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/11_results.pdf

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~Get Your Files Here !/1 - Introduction/Logistic Regression in Python/Presentation/12_steps.pdf

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~Get Your Files Here !/10 - Knearest Neighbors Classifier/68 - 09-KNN.pdf

237 kB

~Get Your Files Here !/10 - Knearest Neighbors Classifier/68 - Knearest Neighbors Classifier.mp4

120 MB

~Get Your Files Here !/10 - Knearest Neighbors Classifier/69 - Knearest Neighbors In Python Part 1.mp4

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~Get Your Files Here !/10 - Knearest Neighbors Classifier/70 - Knearest Neighbors In Python Part 2.mp4

64 MB

~Get Your Files Here !/10 - Knearest Neighbors Classifier/71 - Project Exercise 12.html

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~Get Your Files Here !/11 - Understanding The Results/72 - 11-results.pdf

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~Get Your Files Here !/11 - Understanding The Results/72 - Understanding The Results Of Classification Models.mp4

67 MB

~Get Your Files Here !/11 - Understanding The Results/73 - 12-steps.pdf

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~Get Your Files Here !/11 - Understanding The Results/73 - Summary Of The Three Models.mp4

36 MB

~Get Your Files Here !/11 - Understanding The Results/74 - The Final Exercise.html

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~Get Your Files Here !/11 - Understanding The Results/74 - weekly.csv

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~Get Your Files Here !/11 - Understanding The Results/75 - New Ai Features In Python The Latest Updates You Must Know.html

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/76 - The Problem Statement.mp4

14 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/77 - Basic Equations And Ordinary Least Squares Ols Method.mp4

65 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/78 - Assessing Accuracy Of Predicted Coefficients.mp4

140 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/79 - Assessing Model Accuracy Rse And R Squared.mp4

67 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/80 - Simple Linear Regression In Python.mp4

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/81 - Multiple Linear Regression.mp4

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/82 - The F Statistic.mp4

87 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/83 - Interpreting Results Of Categorical Variables.mp4

34 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/84 - Multiple Linear Regression In Python.mp4

101 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/85 - Loan-Log.ipynb

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/85 - Practical Task 1.html

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/86 - Practical Task 2.html

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/87 - Practical Task 3.html

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/88 - Comprehensive Interview Preparation Questions.html

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Practical task 3/Restaurant_revenue (1).csv

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Practical task 3/Resutrants.ipynb

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Task 1/Loan.ipynb

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Task 1/Loan.xlsx

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Task 1/Loan.xlsx - loan_data.csv

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~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Task 2/OnlineFood.ipynb

1.0 MB

~Get Your Files Here !/12 - Appendix 1 Linear Regression In Python/ML Task 2/onlinefoods.xlsx - onlinefoods.csv

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~Get Your Files Here !/13 - Congratulations About Your Certificate/89 - The Final Milestone.mp4

8.4 MB

~Get Your Files Here !/13 - Congratulations About Your Certificate/90 - About Your Certificate.html

945 B

~Get Your Files Here !/13 - Congratulations About Your Certificate/91 - Bonus Lecture.html

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~Get Your Files Here !/2 - Introduction To Machine Learning/3 - Introduction To Machine Learning.mp4

146 MB

~Get Your Files Here !/2 - Introduction To Machine Learning/3 - Lecture-machineLearning.pdf

992 kB

~Get Your Files Here !/2 - Introduction To Machine Learning/4 - This Is A Milestone.mp4

71 MB

~Get Your Files Here !/2 - Introduction To Machine Learning/5 - Building A Machine Learning Model.mp4

28 MB

~Get Your Files Here !/3 - Basics Of Statistics/10 - Exercise-1.pdf

554 kB

~Get Your Files Here !/3 - Basics Of Statistics/10 - Practice Exercise 1.html

354 B

~Get Your Files Here !/3 - Basics Of Statistics/11 - Measures Of Dispersion.mp4

14 MB

~Get Your Files Here !/3 - Basics Of Statistics/12 - Exercise-2.pdf

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~Get Your Files Here !/3 - Basics Of Statistics/12 - Practice Exercise 2.html

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~Get Your Files Here !/3 - Basics Of Statistics/6 - 01-01-Lecture-TypesOfData.pdf

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~Get Your Files Here !/3 - Basics Of Statistics/6 - Types Of Data.mp4

21 MB

~Get Your Files Here !/3 - Basics Of Statistics/7 - 01-02-Lecture-TypesOfStatistics.pdf

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~Get Your Files Here !/3 - Basics Of Statistics/7 - Types Of Statistics.mp4

7.9 MB

~Get Your Files Here !/3 - Basics Of Statistics/8 - 01-03-Lecture-DataSummaryandGraph.pdf

318 kB

~Get Your Files Here !/3 - Basics Of Statistics/8 - Describing Data Graphically.mp4

62 MB

~Get Your Files Here !/3 - Basics Of Statistics/9 - 01-04-Lecture-Centers.pdf

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~Get Your Files Here !/3 - Basics Of Statistics/9 - Measures Of Centers.mp4

30 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/13 - Installing Python And Anaconda.mp4

15 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/14 - Opening Jupyter Notebook.mp4

55 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/15 - Introduction To Jupyter.mp4

36 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/16 - Arithmetic Operators In Python Python Basics.mp4

10 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/17 - Strings In Python Python Basics.mp4

81 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/18 - Lists Part 1.mp4

11 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/19 - Lists Part 2.mp4

13 MB

~Get Your Files Here !/4 - Setting Up Python And Jupyter Notebook/20 - Tuples And Dictionaries.mp4

13 MB

~Get Your Files Here !/5 - Important Python Libraries/21 - Working With Numpy Library Of Python.mp4

53 MB

~Get Your Files Here !/5 - Important Python Libraries/22 - Customer.csv

64 kB

~Get Your Files Here !/5 - Important Python Libraries/22 - Working With Pandas Library Of Python.mp4

56 MB

~Get Your Files Here !/5 - Important Python Libraries/23 - Working With Seaborn Library Of Python.mp4

62 MB

~Get Your Files Here !/5 - Important Python Libraries/24 - Python File For Additional Practice.html

263 B

~Get Your Files Here !/5 - Important Python Libraries/24 - Reference-Guide-for-Python-practice.ipynb

80 kB

~Get Your Files Here !/5 - Important Python Libraries/25 - About The Upcoming Role Play.html

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~Get Your Files Here !/6 - Data Preprocessing/26 - Gathering Business Knowledge.mp4

8.7 MB

~Get Your Files Here !/6 - Data Preprocessing/27 - Data Exploration.mp4

15 MB

~Get Your Files Here !/6 - Data Preprocessing/28 - House-Price.csv

51 kB

~Get Your Files Here !/6 - Data Preprocessing/28 - The Dataset And The Data Dictionary.mp4

127 MB

~Get Your Files Here !/6 - Data Preprocessing/29 - Data Import In Python.mp4

36 MB

~Get Your Files Here !/6 - Data Preprocessing/29 - House-Price.csv

51 kB

~Get Your Files Here !/6 - Data Preprocessing/30 - Movie-collection.csv

56 kB

~Get Your Files Here !/6 - Data Preprocessing/30 - Project Exercise 1.html

481 B

~Get Your Files Here !/6 - Data Preprocessing/31 - 03-04-PDE-Univariate-Analysis-Uni.pdf

333 kB

~Get Your Files Here !/6 - Data Preprocessing/31 - Univariate Analysis And Edd.mp4

19 MB

~Get Your Files Here !/6 - Data Preprocessing/32 - Edd In Python.mp4

124 MB

~Get Your Files Here !/6 - Data Preprocessing/33 - Project Exercise 2.html

177 B

~Get Your Files Here !/6 - Data Preprocessing/34 - 04-06-PDE-Outlier-Treatment.pdf

355 kB

~Get Your Files Here !/6 - Data Preprocessing/34 - Outlier Treatment.mp4

16 MB

~Get Your Files Here !/6 - Data Preprocessing/35 - Outlier Treatment In Python.mp4

76 MB

~Get Your Files Here !/6 - Data Preprocessing/36 - Project Exercise 3.html

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~Get Your Files Here !/6 - Data Preprocessing/37 - 04-05-PDE-Missing-value.pdf

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~Get Your Files Here !/6 - Data Preprocessing/37 - Missing Value Imputation.mp4

15 MB

~Get Your Files Here !/6 - Data Preprocessing/38 - Missing Value Imputation In Python.mp4

34 MB

~Get Your Files Here !/6 - Data Preprocessing/39 - Project Exercise 4.html

238 B

~Get Your Files Here !/6 - Data Preprocessing/40 - 04-07-PDE-Seasonality.pdf

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~Get Your Files Here !/6 - Data Preprocessing/40 - Seasonality In Data.mp4

12 MB

~Get Your Files Here !/6 - Data Preprocessing/41 - 04-07-Variable-Transformation.pdf

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~Get Your Files Here !/6 - Data Preprocessing/41 - Variable Transformation.mp4

22 MB

~Get Your Files Here !/6 - Data Preprocessing/42 - Variable Transformation And Deletion In Python.mp4

40 MB

~Get Your Files Here !/6 - Data Preprocessing/43 - Project Exercise 5.html

225 B

~Get Your Files Here !/6 - Data Preprocessing/44 - 04-11-Dummy-Var.pdf

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~Get Your Files Here !/6 - Data Preprocessing/44 - Dummy Variable Creation Handling Qualitative Data.mp4

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~Get Your Files Here !/6 - Data Preprocessing/45 - Dummy Variable Creation In Python.mp4

44 MB

~Get Your Files Here !/6 - Data Preprocessing/46 - Project Exercise 6.html

202 B

~Get Your Files Here !/7 - Classification Models/47 - 01-INtro.pdf

190 kB

~Get Your Files Here !/7 - Classification Models/47 - Three Classifiers And The Problem Statement.mp4

32 MB

~Get Your Files Here !/7 - Classification Models/48 - 02-whynot-linear.pdf

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~Get Your Files Here !/7 - Classification Models/48 - Why Cant We Use Linear Regression.mp4

28 MB

~Get Your Files Here !/7 - Classification Models/49 - 03-logistic.pdf

353 kB

~Get Your Files Here !/7 - Classification Models/49 - Logistic Regression.mp4

55 MB

~Get Your Files Here !/7 - Classification Models/50 - Training A Simple Logistic Model In Python.mp4

76 MB

~Get Your Files Here !/7 - Classification Models/51 - Project Exercise 7.html

320 B

~Get Your Files Here !/7 - Classification Models/52 - 04-P-value.pdf

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~Get Your Files Here !/7 - Classification Models/52 - Result Of Simple Logistic Regression.mp4

44 MB

~Get Your Files Here !/7 - Classification Models/53 - 05-Multiple-predictors.pdf

151 kB

~Get Your Files Here !/7 - Classification Models/53 - Logistic With Multiple Predictors.mp4

14 MB

~Get Your Files Here !/7 - Classification Models/54 - Training Multiple Predictor Logistic Model In Python.mp4

41 MB

~Get Your Files Here !/7 - Classification Models/55 - Project Exercise 8.html

306 B

~Get Your Files Here !/7 - Classification Models/56 - 06-Confusion-matrix.pdf

222 kB

~Get Your Files Here !/7 - Classification Models/56 - Confusion Matrix.mp4

40 MB

~Get Your Files Here !/7 - Classification Models/57 - Creating Confusion Matrix In Python.mp4

75 MB

~Get Your Files Here !/7 - Classification Models/58 - 08-ROC.pdf

307 kB

~Get Your Files Here !/7 - Classification Models/58 - Evaluating Performance Of Model.mp4

60 MB

~Get Your Files Here !/7 - Classification Models/59 - Evaluating Model Performance In Python.mp4

14 MB

~Get Your Files Here !/7 - Classification Models/60 - Project Exercise 9.html

175 B

~Get Your Files Here !/8 - Linear Discriminant Analysis Lda/61 - 07-LDA.pdf

183 kB

~Get Your Files Here !/8 - Linear Discriminant Analysis Lda/61 - Linear Discriminant Analysis.mp4

68 MB

~Get Your Files Here !/8 - Linear Discriminant Analysis Lda/62 - Lda In Python.mp4

17 MB

~Get Your Files Here !/8 - Linear Discriminant Analysis Lda/63 - Project Exercise 10.html

165 B

~Get Your Files Here !/9 - Testtrain Split/64 - 10-Test-Train.pdf

239 kB

~Get Your Files Here !/9 - Testtrain Split/64 - Testtrain Split.mp4

65 MB

~Get Your Files Here !/9 - Testtrain Split/65 - More About Testtrain Split.html

559 B

~Get Your Files Here !/9 - Testtrain Split/66 - Testtrain Split In Python.mp4

52 MB

~Get Your Files Here !/9 - Testtrain Split/67 - Project Exercise 11.html

207 B

~Get Your Files Here !/Bonus Resources.txt

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