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[ DevCourseWeb.com ] Udemy - Learn Data Mining and Machine Learning with Python

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DevCourseWeb com Udemy Learn Data Mining and Machine Learning with Python

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182B

~Get Your Files Here !/01 - Introduction/001 Introduction to Course.mp4

25.44MB

~Get Your Files Here !/01 - Introduction/001 Introduction to Course_en.vtt

2.34KB

~Get Your Files Here !/01 - Introduction/002 Course Contents.mp4

9.05MB

~Get Your Files Here !/01 - Introduction/002 Course Contents_en.vtt

1.51KB

~Get Your Files Here !/01 - Introduction/003 Control a pace of a video.mp4

3.8MB

~Get Your Files Here !/01 - Introduction/003 Control a pace of a video_en.vtt

712B

~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining.mp4

9.27MB

~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining_en.vtt

1.99KB

~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining.mp4

15.87MB

~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining_en.vtt

4.41KB

~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid.mp4

12.57MB

~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid_en.vtt

1.98KB

~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning.mp4

10.64MB

~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning_en.vtt

1.99KB

~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work.mp4

18.73MB

~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work_en.vtt

3.78KB

~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types.mp4

16.62MB

~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types_en.vtt

3.71KB

~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview.mp4

12.93MB

~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview_en.vtt

1.96KB

~Get Your Files Here !/01 - Introduction/011 Course Rating.html

493B

~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package.mp4

29.65MB

~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package_en.vtt

3.51KB

~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter.mp4

29.7MB

~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter_en.vtt

4.69KB

~Get Your Files Here !/02 - Setup Programming Environment/003 1-Create-Lists-Tuples-and-Dictionaries.ipynb

3.63KB

~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists).mp4

35.61MB

~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists)_en.vtt

5.88KB

~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries).mp4

21.53MB

~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries)_en.vtt

3.18KB

~Get Your Files Here !/02 - Setup Programming Environment/005 2-Loops-in-Python.ipynb

2.43KB

~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions).mp4

38.56MB

~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions)_en.vtt

7.18KB

~Get Your Files Here !/02 - Setup Programming Environment/006 3-Import-Libraries.ipynb

4.13KB

~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library.mp4

66.12MB

~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library_en.vtt

8.8KB

~Get Your Files Here !/02 - Setup Programming Environment/006 Sales-data.csv

83.95KB

~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries.mp4

25.26MB

~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries_en.vtt

3.71KB

~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library.mp4

5.71MB

~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library_en.vtt

818B

~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms.mp4

6.26MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms_en.vtt

1.19KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables.mp4

9.57MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables_en.vtt

2.4KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis.mp4

21.26MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis_en.vtt

4.33KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope.mp4

29.56MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope_en.vtt

6.23KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value.mp4

2.91MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value_en.vtt

636B

~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value.mp4

28.56MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value_en.vtt

7.1KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value.mp4

17.43MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value_en.vtt

3.71KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression.mp4

3.75MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression_en.vtt

870B

~Get Your Files Here !/03 - Supervised Learning Algorithms/009 Concepts used in Machine Learning (Important).html

228B

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset.mp4

5.05MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset_en.vtt

797B

~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Study-Hours.csv

287B

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1.mp4

38.52MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1_en.vtt

6.25KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Simple-Linear-Regression.ipynb

3.43KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2.mp4

34.61MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2_en.vtt

5.53KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3.mp4

25.97MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3_en.vtt

3.77KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4.mp4

27.41MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4_en.vtt

4.5KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5.mp4

56.93MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5_en.vtt

8.17KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression.mp4

14.19MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression_en.vtt

2.57KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables.mp4

36.36MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables_en.vtt

4.96KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/018 Dummy Variables Trap.html

612B

~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach.mp4

28.78MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach_en.vtt

6.13KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression.mp4

31.31MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression_en.vtt

8.24KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Companies-spends-and-profits.csv

3.24KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data.mp4

7.64MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data_en.vtt

1.09KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1.mp4

33.62MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1_en.vtt

4.33KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Multiple-Linear-Regression.ipynb

3.61KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2.mp4

51.01MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2_en.vtt

5.85KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3.mp4

92.09MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3_en.vtt

9.14KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4.mp4

61.71MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4_en.vtt

9.38KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression.mp4

10.86MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression_en.vtt

2.4KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data.mp4

7.17MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data_en.vtt

1.13KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Reward-system.csv

213B

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1.mp4

48.8MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1_en.vtt

7.35KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Polynomial-Regression-Model.ipynb

4.16KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2.mp4

57.6MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2_en.vtt

8.14KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3.mp4

23.12MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3_en.vtt

3.53KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/031 Course Rating.html

493B

~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification.mp4

19.88MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification_en.vtt

4.1KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression.mp4

29.1MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression_en.vtt

7.8KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix.mp4

15.56MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix_en.vtt

3.98KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler.mp4

12.16MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler_en.vtt

2.96KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Bank-Data.csv

17.25KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data.mp4

10.28MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data_en.vtt

1.57KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1.mp4

63.07MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1_en.vtt

8.34KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Logistic-Regression-Model.ipynb

3.61KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2.mp4

44.71MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2_en.vtt

5.58KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm.mp4

17.76MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm_en.vtt

3.57KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Bank-Data.csv

17.25KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python.mp4

51.93MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python_en.vtt

6.83KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/040 KNN-Model.ipynb

3.58KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm.mp4

18.9MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm_en.vtt

3.84KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python.mp4

45.85MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python_en.vtt

6.15KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Support-Vector-Machine.ipynb

2.1KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1.mp4

19.82MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1_en.vtt

4.55KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2.mp4

27.92MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2_en.vtt

6.1KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python.mp4

21.58MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python_en.vtt

2.47KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Naive-Bayes-Model.ipynb

2.49KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm.mp4

34.46MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm_en.vtt

6.89KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Bank-Data.csv

17.25KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python.mp4

18.81MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python_en.vtt

2.21KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Decision-Tree-Model.ipynb

2.56KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm.mp4

6.07MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm_en.vtt

1.26KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python.mp4

36.01MB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python_en.vtt

4.32KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Random-Forest-Model.ipynb

3.84KB

~Get Your Files Here !/03 - Supervised Learning Algorithms/050 Course Rating.html

493B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms.mp4

8.52MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms_en.vtt

1.62KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm.mp4

8.93MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm_en.vtt

2.82KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method.mp4

20.85MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method_en.vtt

4.58KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Movies.csv

1.66KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data.mp4

4.18MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data_en.vtt

716B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1.mp4

60.73MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1_en.vtt

8.28KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 HC-Clustering.ipynb

2.82KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2.mp4

56.11MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2_en.vtt

7.93KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm.mp4

16.17MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm_en.vtt

3.55KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters.mp4

48.8MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters_en.vtt

9.76KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1.mp4

55MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1_en.vtt

6.94KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 K-means-clustering-model.ipynb

2.79KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2.mp4

21.01MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2_en.vtt

3.04KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis).mp4

52.22MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis)_en.vtt

9.96KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 GroceryStoreDataSet.csv

1.85KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data.mp4

4.13MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data_en.vtt

729B

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1.mp4

41.23MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1_en.vtt

6.01KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 apriori-model.ipynb

11.62KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2.mp4

37.72MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2_en.vtt

4.7KB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3.mp4

34.7MB

~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3_en.vtt

3.13KB

~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning.mp4

36.05MB

~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning_en.vtt

5.93KB

~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification.mp4

13.25MB

~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification_en.vtt

2.3KB

~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work.mp4

33.03MB

~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work_en.vtt

5.96KB

~Get Your Files Here !/05 - Deep Learning/004 Activation Functions.mp4

43.14MB

~Get Your Files Here !/05 - Deep Learning/004 Activation Functions_en.vtt

6.25KB

~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow.mp4

10.76MB

~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow_en.vtt

2.39KB

~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset.mp4

8.95MB

~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset_en.vtt

1016B

~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1.mp4

43.02MB

~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1_en.vtt

4.97KB

~Get Your Files Here !/05 - Deep Learning/007 Deep-learning-model.ipynb

3.76KB

~Get Your Files Here !/05 - Deep Learning/007 Medical-data.csv

23.45KB

~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2.mp4

60.23MB

~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2_en.vtt

7.87KB

~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3.mp4

42.73MB

~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3_en.vtt

4.89KB

~Get Your Files Here !/05 - Deep Learning/009 Link-to-the-Keras-documentation-website..url

41B

~Get Your Files Here !/05 - Deep Learning/010 Course Rating.html

493B

~Get Your Files Here !/05 - Deep Learning/external-links.txt

67B

~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics.mp4

6.05MB

~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics_en.vtt

1.41KB

~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population.mp4

6.63MB

~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population_en.vtt

1.16KB

~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics.mp4

8.18MB

~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics_en.vtt

1.59KB

~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types.mp4

22.52MB

~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types_en.vtt

3.61KB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data.mp4

13.4MB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data_en.vtt

2.04KB

~Get Your Files Here !/06 - Appendix Statistics Overview/005 Walmart-Stores.xlsx

14.92KB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.mp4

36.88MB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.xlsx

15.72KB

~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram_en.vtt

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~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures.mp4

15.1MB

~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures_en.vtt

3.06KB

~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures.mp4

13.43MB

~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures_en.vtt

3.24KB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical).mp4

23.03MB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical)_en.vtt

3.18KB

~Get Your Files Here !/06 - Appendix Statistics Overview/009 Variance-and-SD.xlsx

10.89KB

~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data.mp4

9.7MB

~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data_en.vtt

1.67KB

~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance.mp4

23.78MB

~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance_en.vtt

4.52KB

~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics.mp4

13.84MB

~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics_en.vtt

2.1KB

~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions.mp4

15.51MB

~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions_en.vtt

3.05KB

~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution.mp4

23.97MB

~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution_en.vtt

5.33KB

~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization.mp4

11.24MB

~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization_en.vtt

2.47KB

~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo.mp4

8.9MB

~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo_en.vtt

940B

~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem.mp4

23.5MB

~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem_en.vtt

3.29KB

~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators.mp4

7.4MB

~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators_en.vtt

1.4KB

~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval.mp4

23.2MB

~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval_en.vtt

4.77KB

~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance.mp4

22.79MB

~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance_en.vtt

5.33KB

~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem.mp4

11.36MB

~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem_en.vtt

2.24KB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 1-Confidence-intervals-variance-known.xlsx

45.15KB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel.mp4

78.71MB

~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel_en.vtt

7.6KB

~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution.mp4

21.7MB

~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution_en.vtt

3.75KB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 2-Confidence-intervals-variance-unknown.xlsx

37.92KB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance.mp4

32.06MB

~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance_en.vtt

3.54KB

~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error.mp4

9.51MB

~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error_en.vtt

2.38KB

~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples.mp4

5.58MB

~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples_en.vtt

1.26KB

~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel.mp4

38.33MB

~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel_en.vtt

3.98KB

~Get Your Files Here !/06 - Appendix Statistics Overview/028 3-Confidence-intervals-dependent-samples.xlsx

37.96KB

~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance.mp4

18.24MB

~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance_en.vtt

2.73KB

~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel.mp4

37.62MB

~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel_en.vtt

4.39KB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 5-Confidence-intervals-independent-samples-variance-unknown-and-equal.xlsx

70.08KB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance.mp4

40.03MB

~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance_en.vtt

4.75KB

~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis.mp4

13.95MB

~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis_en.vtt

2.32KB

~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses.mp4

20.54MB

~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses_en.vtt

3.58KB

~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value.mp4

10.46MB

~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value_en.vtt

2.16KB

~Get Your Files Here !/06 - Appendix Statistics Overview/034 Link to z-value Calculator.html

105B

~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known.mp4

7.43MB

~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known_en.vtt

1.55KB

~Get Your Files Here !/06 - Appendix Statistics Overview/036 6-Test-Hypothises-population-variance-known.xlsx

69.05KB

~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel.mp4

36.22MB

~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel_en.vtt

3.62KB

~Get Your Files Here !/06 - Appendix Statistics Overview/037 7-Test-hypothises-population-variance-unknown.xlsx

69.67KB

~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown.mp4

23.74MB

~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown_en.vtt

2.83KB

~Get Your Files Here !/06 - Appendix Statistics Overview/038 8-Test-hypothises-dependent-samples.xlsx

49.24KB

~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples.mp4

35.54MB

~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples_en.vtt

4.42KB

~Get Your Files Here !/06 - Appendix Statistics Overview/039 Link to t-value Calculator.html

99B

~Get Your Files Here !/06 - Appendix Statistics Overview/040 9-Test-hypothises-two-independent-samples-variance-known.xlsx

68.71KB

~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known.mp4

25.03MB

~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known_en.vtt

3.76KB

~Get Your Files Here !/06 - Appendix Statistics Overview/041 10-Test-hypothises-two-independent-samples-variance-unknown.xlsx

91.15KB

~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown.mp4

23.2MB

~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown_en.vtt

3.09KB

~Get Your Files Here !/Bonus Resources.txt

386B

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