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[ DevCourseWeb.com ] Udemy - Learn Data Mining and Machine Learning with Python
- Date: 2023-12-08
- Size: 3.2 GB
- Files: 304
File Name
Size
Get Bonus Downloads Here.url
182 B
~Get Your Files Here !/01 - Introduction/001 Introduction to Course.mp4
25 MB
~Get Your Files Here !/01 - Introduction/001 Introduction to Course_en.vtt
2.3 kB
~Get Your Files Here !/01 - Introduction/002 Course Contents.mp4
9.0 MB
~Get Your Files Here !/01 - Introduction/002 Course Contents_en.vtt
1.5 kB
~Get Your Files Here !/01 - Introduction/003 Control a pace of a video.mp4
3.8 MB
~Get Your Files Here !/01 - Introduction/003 Control a pace of a video_en.vtt
712 B
~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining.mp4
9.3 MB
~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining_en.vtt
2.0 kB
~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining.mp4
16 MB
~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining_en.vtt
4.4 kB
~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid.mp4
13 MB
~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid_en.vtt
2.0 kB
~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning.mp4
11 MB
~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning_en.vtt
2.0 kB
~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work.mp4
19 MB
~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work_en.vtt
3.8 kB
~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types.mp4
17 MB
~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types_en.vtt
3.7 kB
~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview.mp4
13 MB
~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview_en.vtt
2.0 kB
~Get Your Files Here !/01 - Introduction/011 Course Rating.html
493 B
~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package.mp4
30 MB
~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package_en.vtt
3.5 kB
~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter.mp4
30 MB
~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter_en.vtt
4.7 kB
~Get Your Files Here !/02 - Setup Programming Environment/003 1-Create-Lists-Tuples-and-Dictionaries.ipynb
3.6 kB
~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists).mp4
36 MB
~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists)_en.vtt
5.9 kB
~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries).mp4
22 MB
~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries)_en.vtt
3.2 kB
~Get Your Files Here !/02 - Setup Programming Environment/005 2-Loops-in-Python.ipynb
2.4 kB
~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions).mp4
39 MB
~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions)_en.vtt
7.2 kB
~Get Your Files Here !/02 - Setup Programming Environment/006 3-Import-Libraries.ipynb
4.1 kB
~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library.mp4
66 MB
~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library_en.vtt
8.8 kB
~Get Your Files Here !/02 - Setup Programming Environment/006 Sales-data.csv
84 kB
~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries.mp4
25 MB
~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries_en.vtt
3.7 kB
~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library.mp4
5.7 MB
~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library_en.vtt
818 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms.mp4
6.3 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms_en.vtt
1.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables.mp4
9.6 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables_en.vtt
2.4 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis.mp4
21 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis_en.vtt
4.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope.mp4
30 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope_en.vtt
6.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value.mp4
2.9 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value_en.vtt
636 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value.mp4
29 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value_en.vtt
7.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value.mp4
17 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value_en.vtt
3.7 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression.mp4
3.7 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression_en.vtt
870 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/009 Concepts used in Machine Learning (Important).html
228 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset.mp4
5.1 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset_en.vtt
797 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Study-Hours.csv
287 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1.mp4
38 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1_en.vtt
6.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Simple-Linear-Regression.ipynb
3.4 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2.mp4
35 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2_en.vtt
5.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3.mp4
26 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3_en.vtt
3.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4.mp4
27 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4_en.vtt
4.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5.mp4
57 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5_en.vtt
8.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression.mp4
14 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression_en.vtt
2.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables.mp4
36 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables_en.vtt
5.0 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/018 Dummy Variables Trap.html
612 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach.mp4
29 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach_en.vtt
6.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression.mp4
31 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression_en.vtt
8.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Companies-spends-and-profits.csv
3.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data.mp4
7.6 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data_en.vtt
1.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1.mp4
34 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1_en.vtt
4.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Multiple-Linear-Regression.ipynb
3.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2.mp4
51 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2_en.vtt
5.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3.mp4
92 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3_en.vtt
9.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4.mp4
62 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4_en.vtt
9.4 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression.mp4
11 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression_en.vtt
2.4 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data.mp4
7.2 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data_en.vtt
1.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Reward-system.csv
213 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1.mp4
49 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1_en.vtt
7.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Polynomial-Regression-Model.ipynb
4.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2.mp4
58 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2_en.vtt
8.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3.mp4
23 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3_en.vtt
3.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/031 Course Rating.html
493 B
~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification.mp4
20 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification_en.vtt
4.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression.mp4
29 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression_en.vtt
7.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix.mp4
16 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix_en.vtt
4.0 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler.mp4
12 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler_en.vtt
3.0 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Bank-Data.csv
17 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data.mp4
10 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data_en.vtt
1.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1.mp4
63 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1_en.vtt
8.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Logistic-Regression-Model.ipynb
3.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2.mp4
45 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2_en.vtt
5.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm.mp4
18 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm_en.vtt
3.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Bank-Data.csv
17 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python.mp4
52 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python_en.vtt
6.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/040 KNN-Model.ipynb
3.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm.mp4
19 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm_en.vtt
3.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python.mp4
46 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python_en.vtt
6.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Support-Vector-Machine.ipynb
2.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1.mp4
20 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1_en.vtt
4.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2.mp4
28 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2_en.vtt
6.1 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python.mp4
22 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python_en.vtt
2.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Naive-Bayes-Model.ipynb
2.5 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm.mp4
34 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm_en.vtt
6.9 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Bank-Data.csv
17 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python.mp4
19 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python_en.vtt
2.2 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Decision-Tree-Model.ipynb
2.6 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm.mp4
6.1 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm_en.vtt
1.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python.mp4
36 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python_en.vtt
4.3 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Random-Forest-Model.ipynb
3.8 kB
~Get Your Files Here !/03 - Supervised Learning Algorithms/050 Course Rating.html
493 B
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms.mp4
8.5 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms_en.vtt
1.6 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm.mp4
8.9 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm_en.vtt
2.8 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method.mp4
21 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method_en.vtt
4.6 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Movies.csv
1.7 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data.mp4
4.2 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data_en.vtt
716 B
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1.mp4
61 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1_en.vtt
8.3 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 HC-Clustering.ipynb
2.8 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2.mp4
56 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2_en.vtt
7.9 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm.mp4
16 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm_en.vtt
3.6 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters.mp4
49 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters_en.vtt
9.8 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1.mp4
55 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1_en.vtt
6.9 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 K-means-clustering-model.ipynb
2.8 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2.mp4
21 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2_en.vtt
3.0 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis).mp4
52 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis)_en.vtt
10 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 GroceryStoreDataSet.csv
1.8 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data.mp4
4.1 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data_en.vtt
729 B
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1.mp4
41 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1_en.vtt
6.0 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 apriori-model.ipynb
12 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2.mp4
38 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2_en.vtt
4.7 kB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3.mp4
35 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3_en.vtt
3.1 kB
~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning.mp4
36 MB
~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning_en.vtt
5.9 kB
~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification.mp4
13 MB
~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification_en.vtt
2.3 kB
~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work.mp4
33 MB
~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work_en.vtt
6.0 kB
~Get Your Files Here !/05 - Deep Learning/004 Activation Functions.mp4
43 MB
~Get Your Files Here !/05 - Deep Learning/004 Activation Functions_en.vtt
6.3 kB
~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow.mp4
11 MB
~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow_en.vtt
2.4 kB
~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset.mp4
9.0 MB
~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset_en.vtt
1016 B
~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1.mp4
43 MB
~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1_en.vtt
5.0 kB
~Get Your Files Here !/05 - Deep Learning/007 Deep-learning-model.ipynb
3.8 kB
~Get Your Files Here !/05 - Deep Learning/007 Medical-data.csv
24 kB
~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2.mp4
60 MB
~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2_en.vtt
7.9 kB
~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3.mp4
43 MB
~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3_en.vtt
4.9 kB
~Get Your Files Here !/05 - Deep Learning/009 Link-to-the-Keras-documentation-website..url
41 B
~Get Your Files Here !/05 - Deep Learning/010 Course Rating.html
493 B
~Get Your Files Here !/05 - Deep Learning/external-links.txt
67 B
~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics.mp4
6.1 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics_en.vtt
1.4 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population.mp4
6.6 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population_en.vtt
1.2 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics.mp4
8.2 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics_en.vtt
1.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types.mp4
22 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types_en.vtt
3.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data.mp4
13 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data_en.vtt
2.0 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/005 Walmart-Stores.xlsx
15 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.mp4
37 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.xlsx
16 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram_en.vtt
4.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures.mp4
15 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures_en.vtt
3.1 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures.mp4
13 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures_en.vtt
3.2 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical).mp4
23 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical)_en.vtt
3.2 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/009 Variance-and-SD.xlsx
11 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data.mp4
9.7 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data_en.vtt
1.7 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance.mp4
24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance_en.vtt
4.5 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics.mp4
14 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics_en.vtt
2.1 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions.mp4
16 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions_en.vtt
3.0 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution.mp4
24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution_en.vtt
5.3 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization.mp4
11 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization_en.vtt
2.5 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo.mp4
8.9 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo_en.vtt
940 B
~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem.mp4
24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem_en.vtt
3.3 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators.mp4
7.4 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators_en.vtt
1.4 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval.mp4
23 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval_en.vtt
4.8 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance.mp4
23 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance_en.vtt
5.3 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem.mp4
11 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem_en.vtt
2.2 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/022 1-Confidence-intervals-variance-known.xlsx
45 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel.mp4
79 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel_en.vtt
7.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution.mp4
22 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution_en.vtt
3.8 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/024 2-Confidence-intervals-variance-unknown.xlsx
38 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance.mp4
32 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance_en.vtt
3.5 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error.mp4
9.5 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error_en.vtt
2.4 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples.mp4
5.6 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples_en.vtt
1.3 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel.mp4
38 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel_en.vtt
4.0 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/028 3-Confidence-intervals-dependent-samples.xlsx
38 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance.mp4
18 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance_en.vtt
2.7 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel.mp4
38 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel_en.vtt
4.4 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/030 5-Confidence-intervals-independent-samples-variance-unknown-and-equal.xlsx
70 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance.mp4
40 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance_en.vtt
4.7 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis.mp4
14 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis_en.vtt
2.3 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses.mp4
20 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses_en.vtt
3.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value.mp4
10 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value_en.vtt
2.2 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/034 Link to z-value Calculator.html
105 B
~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known.mp4
7.4 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known_en.vtt
1.5 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/036 6-Test-Hypothises-population-variance-known.xlsx
69 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel.mp4
36 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel_en.vtt
3.6 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/037 7-Test-hypothises-population-variance-unknown.xlsx
70 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown.mp4
24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown_en.vtt
2.8 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/038 8-Test-hypothises-dependent-samples.xlsx
49 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples.mp4
36 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples_en.vtt
4.4 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/039 Link to t-value Calculator.html
99 B
~Get Your Files Here !/06 - Appendix Statistics Overview/040 9-Test-hypothises-two-independent-samples-variance-known.xlsx
69 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known.mp4
25 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known_en.vtt
3.8 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/041 10-Test-hypothises-two-independent-samples-variance-unknown.xlsx
91 kB
~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown.mp4
23 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown_en.vtt
3.1 kB
~Get Your Files Here !/Bonus Resources.txt
386 B