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1.1 MATLAB courses coupons_1.pdf.pdf 177.73Кб
1. Code and data.html 67б
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1. Conditional if Statements (Part 1).mp4 56.17Мб
1. Conditional if Statements (Part 1).vtt 9.75Кб
1. Converting other data types to cell.mp4 24.66Мб
1. Converting other data types to cell.vtt 11.25Кб
1. Course Introduction.mp4 23.48Мб
1. Course Introduction.vtt 4.24Кб
1. Creating and defining cells.mp4 60.51Мб
1. Creating and defining cells.vtt 9.42Кб
1. Creating Custom built Functions.mp4 40.47Мб
1. Creating Custom built Functions.vtt 6.28Кб
1. Creating structures.mp4 13.84Мб
1. Creating structures.vtt 7.01Кб
1. Creating Tables.mp4 17.26Мб
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1. Decision trees intuition.mp4 46.62Мб
1. Decision trees intuition.vtt 10.89Кб
1. Discounted coupons for MY other MATLAB courses.html 42б
1. Discriminant Analysis Intuition.mp4 54.20Мб
1. Discriminant Analysis Intuition.vtt 13.55Кб
1. Ensembles Intuition.mp4 49.89Мб
1. Ensembles Intuition.vtt 15.13Кб
1. Evaluating Classifiers Confusion matrix (Theory).mp4 64.52Мб
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1. Hierarchical Clustering Intuition (Part 1).mp4 41.50Мб
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1. Introduction to course.mp4 18.02Мб
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1. Introduction to the section.mp4 5.12Мб
1. Introduction to the section.vtt 2.96Кб
1. Introduction to the segment.mp4 10.78Мб
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1. K-Means Clustering Intuition.mp4 40.37Мб
1. K-Means Clustering Intuition.vtt 13.05Кб
1. KNN Intuition.mp4 30.97Мб
1. KNN Intuition.vtt 7.91Кб
1. MATLAB Graphical User Interface.mp4 37.14Мб
1. MATLAB Graphical User Interface.vtt 5.61Кб
1. Naive Bayesain Intuition (Part 1).mp4 50.75Мб
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1. Sharing results with automatically generated reports.mp4 68.19Мб
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1. SVM Intuition.mp4 83.31Мб
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10.1 Solutions to Practice Exercise Questions .pdf.pdf 208.42Кб
10. Concatenating Matrices.mp4 33.10Мб
10. Concatenating Matrices.vtt 33.11Мб
10. Creating time tables.mp4 22.77Мб
10. Creating time tables.vtt 8.85Кб
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10. Sign and absolute functions.mp4 36.69Мб
10. Sign and absolute functions.vtt 5.61Кб
10. Solutions to practice exercise questions.html 87б
10. Two y-axis on the same plot.mp4 39.68Мб
10. Two y-axis on the same plot.vtt 5.38Кб
11.1 Practice Exercise Questions (Challenge) .pdf.pdf 261.46Кб
11. Animated Line.mp4 40.24Мб
11. Animated Line.vtt 5.88Кб
11. Converting numbers between different bases.mp4 46.66Мб
11. Converting numbers between different bases.vtt 8.57Кб
11. Finding non-zero elements.mp4 41.51Мб
11. Finding non-zero elements.vtt 6.31Кб
11. Properties, sorting and data selection in time tables.mp4 16.11Мб
11. Properties, sorting and data selection in time tables.vtt 7.98Кб
11. Test yourself (Challenge) Have fun with some practice questions.html 93б
11. Your Preprocessing Template.mp4 33.30Мб
11. Your Preprocessing Template.vtt 4.08Кб
12. Checking for existence of scripts, files, folders, variables or functions.mp4 34.91Мб
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12. Concatenating time tables.mp4 19.38Мб
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12. Discretizing your data.mp4 87.09Мб
12. Discretizing your data.vtt 84.15Мб
12. Frequency of values within a vector.mp4 46.43Мб
12. Frequency of values within a vector.vtt 7.14Кб
13.1 Practice Exercise Question.pdf.pdf 358.87Кб
13.1 Practice Exercise Questions (Beginner).pdf.pdf 294.78Кб
13. Indexing and retrieving data based on row times.mp4 5.63Мб
13. Indexing and retrieving data based on row times.vtt 2.64Кб
13. Manipulating Directory (Part 1).mp4 78.55Мб
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13. Test yourself Have fun with some practice questions.html 111б
13. Test yourself Have fun with some practice questions (Beginner level).html 29б
14.1 Solutions to Practice Exercise Question.pdf.pdf 198.99Кб
14.1 Solutions to Practice Exercise Question (Beginner).pdf.pdf 234.47Кб
14. Manipulating Directory (Part 2).mp4 67.20Мб
14. Manipulating Directory (Part 2).vtt 10.76Кб
14. NEW Dealing with missing data.mp4 18.79Мб
14. NEW Dealing with missing data.vtt 9.91Кб
14. Solutions to practice exercise questions.html 87б
14. Solutions to practice exercise questions (Beginner level).html 87б
15.1 Practice Exercise Questions (Advance).pdf.pdf 323.87Кб
15. Hey Don't Foget to Test youself on a Quiz.html 158б
15. Processing text files.mp4 116.77Мб
15. Processing text files.vtt 14.85Кб
15. Test yourself Have fun with some practice questions (Advance level).html 124б
16.1 Project .pdf.pdf 295.26Кб
16.1 Solutions to Practice Exercise Question (Advance).pdf.pdf 304.49Кб
16.2 Example_text.txt.txt 1.70Кб
16. Project Processing text file and visualizing its results.html 131б
16. Solutions to practice exercise questions (Advance level).html 87б
17.1 Project Solution.pdf.pdf 197.52Кб
17. Hey Don't Foget to Test youself on a Quiz.html 158б
17. Project solution.html 53б
2. 3 sigma rule with deletion strategy.mp4 70.31Мб
2. 3 sigma rule with deletion strategy.vtt 11.32Кб
2. Accessing Data in a Cell.mp4 68.61Мб
2. Accessing Data in a Cell.vtt 10.42Кб
2. Adding Descriptions, Units and Accessing individual columns.mp4 17.72Мб
2. Adding Descriptions, Units and Accessing individual columns.vtt 7.68Кб
2. Basic Maths (addition, multiplication, subtraction and powers).mp4 46.38Мб
2. Basic Maths (addition, multiplication, subtraction and powers).vtt 7.87Кб
2. Categorical data with no order.mp4 78.00Мб
2. Categorical data with no order.vtt 10.22Кб
2. Choosing the number of clusters.mp4 67.88Мб
2. Choosing the number of clusters.vtt 15.12Кб
2. Computing unique elements.mp4 69.79Мб
2. Computing unique elements.vtt 11.61Кб
2. Conditional if statment (Part 2).mp4 67.87Мб
2. Conditional if statment (Part 2).vtt 9.74Кб
2. Converting Cell to other Data Types.mp4 25.64Мб
2. Converting Cell to other Data Types.vtt 12.14Кб
2. Decision Trees in MATLAB.mp4 46.02Мб
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2. Deletion strategies.mp4 66.66Мб
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2. Discriminant Analysis in MATLAB.mp4 29.85Мб
2. Discriminant Analysis in MATLAB.vtt 4.23Кб
2. Ensembles in MATLAB.mp4 57.38Мб
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2. Feature Scalling.mp4 69.25Мб
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2. Functions with inputs.mp4 43.98Мб
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2. Hierarchical Clustering in MATLAB.mp4 59.39Мб
2. Hierarchical Clustering in MATLAB.vtt 17.72Кб
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2. Input output commands.mp4 50.57Мб
2. Input output commands.vtt 50.58Мб
2. Kernel SVM Intuition.mp4 19.17Мб
2. Kernel SVM Intuition.vtt 6.96Кб
2. KNN in MATLAB (Part 1).mp4 100.35Мб
2. KNN in MATLAB (Part 1).vtt 10.77Кб
2. Let's lay foundations for understanding Variables.mp4 46.70Мб
2. Let's lay foundations for understanding Variables.vtt 7.30Кб
2. MATLAB Software (Pricing and Online resources).mp4 53.65Мб
2. MATLAB Software (Pricing and Online resources).vtt 5.76Кб
2. Naive Bayesain Intuition (Part 2).mp4 75.12Мб
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2. Principal Component Analysis.mp4 32.17Мб
2. Principal Component Analysis.vtt 8.44Кб
2. Problem Discription.mp4 51.72Мб
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2. Retrieving data from a field of a structure.mp4 9.14Мб
2. Retrieving data from a field of a structure.vtt 4.74Кб
2. Section Introduction.mp4 10.78Мб
2. Section Introduction.vtt 2.26Кб
2. Selecting the right method (Part 1).mp4 142.49Мб
2. Selecting the right method (Part 1).vtt 17.81Кб
2. Sharing your results with live scripts.mp4 98.29Мб
2. Sharing your results with live scripts.vtt 10.79Кб
2. Some Common Operations.mp4 36.65Мб
2. Some Common Operations.vtt 5.77Кб
2. Symbolic variables.mp4 43.80Мб
2. Symbolic variables.vtt 26.66Мб
2. Validation Methods (Theory).mp4 48.77Мб
2. Validation Methods (Theory).vtt 12.84Кб
3. 3 sigma rule with filling strategy.mp4 40.51Мб
3. 3 sigma rule with filling strategy.vtt 6.09Кб
3. Adding and deleting elements from a cell.mp4 53.90Мб
3. Adding and deleting elements from a cell.vtt 7.90Кб
3. Categorical data with order.mp4 49.33Мб
3. Categorical data with order.vtt 6.37Кб
3. Computing GCD, LCM, Permutations and Prime numbers.mp4 48.56Мб
3. Computing GCD, LCM, Permutations and Prime numbers.vtt 7.27Кб
3. Concatenating structures.mp4 10.16Мб
3. Concatenating structures.vtt 5.37Кб
3. Converting from other to table data type.mp4 8.33Мб
3. Converting from other to table data type.vtt 4.39Кб
3. Customization Options for Discriminant Analysis.mp4 49.59Мб
3. Customization Options for Discriminant Analysis.vtt 4.96Кб
3. Customization options for Ensembles.mp4 111.92Мб
3. Customization options for Ensembles.vtt 13.36Кб
3. Customizing code templates for completing Task 1 and 2 (Part 1).mp4 76.45Мб
3. Customizing code templates for completing Task 1 and 2 (Part 1).vtt 10.46Кб
3. Determining membership of elements to a matrix.mp4 57.44Мб
3. Determining membership of elements to a matrix.vtt 8.71Кб
3. Differentiation and Integration using symbolic variables.mp4 43.54Мб
3. Differentiation and Integration using symbolic variables.vtt 31.84Мб
3. Different types of variables (Strings, characters and logical).mp4 54.83Мб
3. Different types of variables (Strings, characters and logical).vtt 54.84Мб
3. Discretization using Equal width binning.mp4 118.49Мб
3. Discretization using Equal width binning.vtt 16.76Кб
3. For loops for interating through your code.mp4 77.90Мб
3. For loops for interating through your code.vtt 13.06Кб
3. Functions with multiple inputs and outputs.mp4 50.00Мб
3. Functions with multiple inputs and outputs.vtt 7.57Кб
3. Hierarchical Clustering Intuition (Part 2).mp4 145.44Мб
3. Hierarchical Clustering Intuition (Part 2).vtt 20.91Кб
3. Importing data in different formats (N).mp4 66.11Мб
3. Importing data in different formats (N).vtt 8.60Кб
3. Importing the Dataset.mp4 61.61Мб
3. Importing the Dataset.vtt 8.25Кб
3. k-means in MATLAB (Part 1).mp4 110.00Мб
3. k-means in MATLAB (Part 1).vtt 13.57Кб
3. KNN in MATLAB (Part 2).mp4 98.57Мб
3. KNN in MATLAB (Part 2).vtt 13.63Кб
3. More input output commands.mp4 48.79Мб
3. More input output commands.vtt 7.85Кб
3. Naive Bayesain in MATLAB.mp4 46.63Мб
3. Naive Bayesain in MATLAB.vtt 6.48Кб
3. PCA in MATLAB (Part 1).mp4 136.00Мб
3. PCA in MATLAB (Part 1).vtt 14.12Кб
3. Selecting and reordering rows.mp4 10.22Мб
3. Selecting and reordering rows.vtt 5.55Кб
3. Selecting the right method (Part 2).mp4 103.19Мб
3. Selecting the right method (Part 2).vtt 12.28Кб
3. SVM in MATLAB.mp4 44.74Мб
3. SVM in MATLAB.vtt 7.52Кб
3. Using mean and mode.mp4 77.38Мб
3. Using mean and mode.vtt 10.83Кб
3. Validation methods in MATLAB (Part 1).mp4 102.81Мб
3. Validation methods in MATLAB (Part 1).vtt 12.58Кб
3. Visualizing Decision Trees using the View Function.mp4 70.47Мб
3. Visualizing Decision Trees using the View Function.vtt 9.57Кб
4. Box plots and iterquartile rule.mp4 22.18Мб
4. Box plots and iterquartile rule.vtt 8.87Кб
4. Concatenating cells and passing cell contents to a function.mp4 60.97Мб
4. Concatenating cells and passing cell contents to a function.vtt 8.30Кб
4. Considering as a special value.mp4 47.53Мб
4. Considering as a special value.vtt 7.42Кб
4. Converting from table to other data type.mp4 11.29Мб
4. Converting from table to other data type.vtt 6.16Кб
4. Creating scripts and understanding commenting and semicolon effect.mp4 46.09Мб
4. Creating scripts and understanding commenting and semicolon effect.vtt 6.92Кб
4. Customization Options for Decision Trees.mp4 97.74Мб
4. Customization Options for Decision Trees.vtt 9.46Кб
4. Customization Options for Naive Bayesain.mp4 38.22Мб
4. Customization Options for Naive Bayesain.vtt 4.10Кб
4. Customization Options for SVM.mp4 97.36Мб
4. Customization Options for SVM.vtt 10.14Кб
4. Customizing code templates for completing Task 1 and 2 (Part 2).mp4 50.82Мб
4. Customizing code templates for completing Task 1 and 2 (Part 2).vtt 6.05Кб
4. Discretization using Equal Frequency binning.mp4 61.48Мб
4. Discretization using Equal Frequency binning.vtt 8.43Кб
4. Frequency based encoding4.mp4 111.81Мб
4. Frequency based encoding4.vtt 13.93Кб
4. k-means in MATLAB (Part 2).mp4 122.42Мб
4. k-means in MATLAB (Part 2).vtt 18.21Кб
4. Nested For Loops.mp4 59.18Мб
4. Nested For Loops.vtt 8.54Кб
4. PCA in MATLAB (Part 2).mp4 150.44Мб
4. PCA in MATLAB (Part 2).vtt 18.30Кб
4. Plotting data.mp4 76.86Мб
4. Plotting data.vtt 10.19Кб
4. Removing Missing Data (Part 1).mp4 74.54Мб
4. Removing Missing Data (Part 1).vtt 8.20Кб
4. Returning from a function.mp4 46.75Мб
4. Returning from a function.vtt 7.93Кб
4. Shifting matrix elements.mp4 44.06Мб
4. Shifting matrix elements.vtt 5.61Кб
4. Solving Equations.mp4 71.72Мб
4. Solving Equations.vtt 11.86Кб
4. Sorting rows or a table.mp4 8.18Мб
4. Sorting rows or a table.vtt 4.00Кб
4. Spread Sheet link (Introduction and installation).mp4 53.47Мб
4. Spread Sheet link (Introduction and installation).vtt 6.54Кб
4. Storing data from a structure field into a variable.mp4 10.80Мб
4. Storing data from a structure field into a variable.vtt 5.74Кб
4. Trignometric functions.mp4 40.91Мб
4. Trignometric functions.vtt 6.22Кб
4. Validation methods in MATLAB (Part 2).mp4 87.52Мб
4. Validation methods in MATLAB (Part 2).vtt 9.22Кб
4. Visualizing the Decision Boundaries of KNN.mp4 87.55Мб
4. Visualizing the Decision Boundaries of KNN.vtt 13.87Кб
5. Class specific box plots.mp4 115.71Мб
5. Class specific box plots.vtt 16.97Кб
5. Class specific mean and mode.mp4 95.11Мб
5. Class specific mean and mode.vtt 13.16Кб
5. Customizing code templates for completing Task 3, 4 and 5.mp4 171.89Мб
5. Customizing code templates for completing Task 3, 4 and 5.vtt 171.91Мб
5. Data selection with the colon operator.mp4 49.67Мб
5. Data selection with the colon operator.vtt 6.61Кб
5. Determinant, inverse and diagnal elements.mp4 26.74Мб
5. Determinant, inverse and diagnal elements.vtt 4.29Кб
5. Evaluating Classifiers in MATLAB.mp4 67.93Мб
5. Evaluating Classifiers in MATLAB.vtt 9.28Кб
5. Explaining the code for visualization.mp4 91.40Мб
5. Explaining the code for visualization.vtt 10.42Кб
5. More operations on a structure.mp4 9.29Мб
5. More operations on a structure.vtt 4.16Кб
5. More properties of a table.mp4 4.46Мб
5. More properties of a table.vtt 1.89Кб
5. Passing data between excel and MATLAB.mp4 59.82Мб
5. Passing data between excel and MATLAB.vtt 8.02Кб
5. Plotting 3-D data.mp4 35.98Мб
5. Plotting 3-D data.vtt 5.25Кб
5. Removing Missing Data (Part 2).mp4 72.30Мб
5. Removing Missing Data (Part 2).vtt 7.10Кб
5. Set operations (Union, intersection, complement and others).mp4 40.53Мб
5. Set operations (Union, intersection, complement and others).vtt 6.03Кб
5. Symbolic Functions.mp4 26.49Мб
5. Symbolic Functions.vtt 4.84Кб
5. Target based encoding.mp4 71.45Мб
5. Target based encoding.vtt 9.91Кб
5. While loops (when you don't know the number of iterations).mp4 87.81Мб
5. While loops (when you don't know the number of iterations).vtt 13.33Кб
6.1 Code and Data.zip.zip 293.77Кб
6. Breaking out from a loop before final condition.mp4 47.33Мб
6. Breaking out from a loop before final condition.vtt 6.98Кб
6. Calling MATLAB functions from Excel.mp4 61.32Мб
6. Calling MATLAB functions from Excel.vtt 7.33Кб
6. Computing statistics of the matrices.mp4 66.72Мб
6. Computing statistics of the matrices.vtt 11.51Кб
6. Creating Map Containers.mp4 11.93Мб
6. Creating Map Containers.vtt 6.07Кб
6. Feature Scaling.mp4 75.87Мб
6. Feature Scaling.vtt 9.53Кб
6. Here is our classification template.mp4 43.30Мб
6. Here is our classification template.vtt 4.49Кб
6. Here is the project.html 92б
6. Histograms for outliers.mp4 84.06Мб
6. Histograms for outliers.vtt 14.01Кб
6. More on plotting options.mp4 71.75Мб
6. More on plotting options.vtt 10.26Кб
6. Random Value Imputation.mp4 107.42Мб
6. Random Value Imputation.vtt 14.66Кб
6. Reading and writing tables to memory.mp4 35.04Мб
6. Reading and writing tables to memory.vtt 9.16Кб
6. Relational operations.mp4 68.40Мб
6. Relational operations.vtt 9.80Кб
7.1 data.csv.csv 2.35Кб
7.2 Practice Exercise Questions.pdf.pdf 350.40Кб
7. Bar graphs.mp4 82.40Мб
7. Bar graphs.vtt 11.51Кб
7. Commonly used Matrices.mp4 24.63Мб
7. Commonly used Matrices.vtt 3.64Кб
7. Concatenation and more operations on map container.mp4 19.77Мб
7. Concatenation and more operations on map container.vtt 7.26Кб
7. Continue statement for skipping an iteration.mp4 55.60Мб
7. Continue statement for skipping an iteration.vtt 9.11Кб
7. Handling Outliers (Part 1).mp4 69.12Мб
7. Handling Outliers (Part 1).vtt 9.35Кб
7. Handling random numbers.mp4 37.91Мб
7. Handling random numbers.vtt 5.43Кб
7. How to change default options and customize classifiers.mp4 57.57Мб
7. How to change default options and customize classifiers.vtt 7.71Кб
7. Local Outlier Factor (Part 1).mp4 19.71Мб
7. Local Outlier Factor (Part 1).vtt 6.86Кб
7. Storing summary of a table.mp4 11.36Мб
7. Storing summary of a table.vtt 4.19Кб
7. Test yourself Have fun with some practice questions.html 103б
8.1 Solutions to Practice Exercise Questions .pdf.pdf 203.43Кб
8. Adding and deleting columns from a table.mp4 8.17Мб
8. Adding and deleting columns from a table.vtt 2.60Кб
8. Combining plots with hold on.mp4 42.33Мб
8. Combining plots with hold on.vtt 6.73Кб
8. Cross product and dot product.mp4 38.67Мб
8. Cross product and dot product.vtt 5.64Кб
8. Customization options for KNN.mp4 94.94Мб
8. Customization options for KNN.vtt 10.92Кб
8. Handling Outliers (Part 2).mp4 41.05Мб
8. Handling Outliers (Part 2).vtt 5.85Кб
8. Local Outlier Factor (Part 2).mp4 97.89Мб
8. Local Outlier Factor (Part 2).vtt 12.70Кб
8. Solutions to practice exercise questions.html 69б
8. Sorting matrix values.mp4 60.71Мб
8. Sorting matrix values.vtt 9.79Кб
8. Switch statements for choice selection.mp4 51.69Мб
8. Switch statements for choice selection.vtt 7.95Кб
9.1 Practice Exercise Question.pdf.pdf 455.50Кб
9. Adding and deleting rows from a table.mp4 11.82Мб
9. Adding and deleting rows from a table.vtt 6.42Кб
9. Basic logical operation (And, Or and Not).mp4 37.54Мб
9. Basic logical operation (And, Or and Not).vtt 5.48Кб
9. Dealing with Categorical Data (Part 1).mp4 81.17Мб
9. Dealing with Categorical Data (Part 1).vtt 10.31Кб
9. Interacting with the plot using the brush tool.mp4 55.21Мб
9. Interacting with the plot using the brush tool.vtt 8.45Кб
9. Outliers in Categorical Variables.mp4 58.10Мб
9. Outliers in Categorical Variables.vtt 8.04Кб
9. Size and length functions.mp4 34.17Мб
9. Size and length functions.vtt 5.09Кб
9. Test yourself Have fun with some practice questions.html 114б
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