[] Udemy - MATLAB Master Class Go from Beginner to Expert in MATLAB

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文件列表

31. Segment 3.5 Project Malware Analysis/5. Customizing code templates for completing Task 3, 4 and 5.vtt 172MB
31. Segment 3.5 Project Malware Analysis/5. Customizing code templates for completing Task 3, 4 and 5.mp4 172MB
30. Segment 3.4 Dimensionality Reduction/4. PCA in MATLAB (Part 2).mp4 150MB
29. Segment 3.3.2 Hierarchical Clustering/3. Hierarchical Clustering Intuition (Part 2).mp4 145MB
37. Segment 4.5 Project Selecting the Right Method for your Data/2. Selecting the right method (Part 1).mp4 142MB
30. Segment 3.4 Dimensionality Reduction/3. PCA in MATLAB (Part 1).mp4 136MB
28. Segment 3.3.1 K-Means/4. k-means in MATLAB (Part 2).mp4 122MB
36. Segment 4.4 Feature Scaling and Data Discretization/3. Discretization using Equal width binning.mp4 118MB
7. Segment 1.5 Interacting with MATLAB and Graphics/15. Processing text files.mp4 117MB
35. Segment 4.3 Outlier Detection/5. Class specific box plots.mp4 116MB
25. Segment 3.2.6 Ensembles/3. Customization options for Ensembles.mp4 112MB
34. Segment 4.2 Dealing with Categorical Variables/4. Frequency based encoding4.mp4 112MB
28. Segment 3.3.1 K-Means/3. k-means in MATLAB (Part 1).mp4 110MB
33. Segment 4.1 Handling Missing Values/6. Random Value Imputation.mp4 107MB
37. Segment 4.5 Project Selecting the Right Method for your Data/3. Selecting the right method (Part 2).mp4 103MB
26. Segment 3.2.7 Performance Evaluation/3. Validation methods in MATLAB (Part 1).mp4 103MB
20. Segment 3.2.1 K-Nearest Neighbor/2. KNN in MATLAB (Part 1).mp4 100MB
20. Segment 3.2.1 K-Nearest Neighbor/3. KNN in MATLAB (Part 2).mp4 99MB
11. Segment 1.9 Sharing your MATLAB Results/2. Sharing your results with live scripts.mp4 98MB
35. Segment 4.3 Outlier Detection/8. Local Outlier Factor (Part 2).mp4 98MB
22. Segment 3.2.3 Decision Trees/4. Customization Options for Decision Trees.mp4 98MB
23. Segment 3.2.4 Support Vector Machines/4. Customization Options for SVM.mp4 97MB
33. Segment 4.1 Handling Missing Values/5. Class specific mean and mode.mp4 95MB
20. Segment 3.2.1 K-Nearest Neighbor/8. Customization options for KNN.mp4 95MB
20. Segment 3.2.1 K-Nearest Neighbor/5. Explaining the code for visualization.mp4 91MB
9. Segment 1.7 MATLAB Programming/5. While loops (when you don't know the number of iterations).mp4 88MB
20. Segment 3.2.1 K-Nearest Neighbor/4. Visualizing the Decision Boundaries of KNN.mp4 88MB
26. Segment 3.2.7 Performance Evaluation/4. Validation methods in MATLAB (Part 2).mp4 88MB
4. Segment 1.2 Doing Basic Maths in MATLAB/12. Discretizing your data.mp4 87MB
4. Segment 1.2 Doing Basic Maths in MATLAB/12. Discretizing your data.vtt 84MB
35. Segment 4.3 Outlier Detection/6. Histograms for outliers.mp4 84MB
23. Segment 3.2.4 Support Vector Machines/1. SVM Intuition.mp4 83MB
7. Segment 1.5 Interacting with MATLAB and Graphics/7. Bar graphs.mp4 82MB
18. Segment 3.1 Data Preprocessing/9. Dealing with Categorical Data (Part 1).mp4 81MB
7. Segment 1.5 Interacting with MATLAB and Graphics/13. Manipulating Directory (Part 1).vtt 79MB
7. Segment 1.5 Interacting with MATLAB and Graphics/13. Manipulating Directory (Part 1).mp4 79MB
34. Segment 4.2 Dealing with Categorical Variables/2. Categorical data with no order.mp4 78MB
9. Segment 1.7 MATLAB Programming/3. For loops for interating through your code.mp4 78MB
33. Segment 4.1 Handling Missing Values/3. Using mean and mode.mp4 77MB
7. Segment 1.5 Interacting with MATLAB and Graphics/4. Plotting data.mp4 77MB
31. Segment 3.5 Project Malware Analysis/3. Customizing code templates for completing Task 1 and 2 (Part 1).mp4 76MB
18. Segment 3.1 Data Preprocessing/6. Feature Scaling.mp4 76MB
21. Segment 3.2.2 Naive Bayes/2. Naive Bayesain Intuition (Part 2).mp4 75MB
18. Segment 3.1 Data Preprocessing/4. Removing Missing Data (Part 1).mp4 75MB
18. Segment 3.1 Data Preprocessing/5. Removing Missing Data (Part 2).mp4 72MB
7. Segment 1.5 Interacting with MATLAB and Graphics/6. More on plotting options.mp4 72MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/4. Solving Equations.mp4 72MB
34. Segment 4.2 Dealing with Categorical Variables/5. Target based encoding.mp4 71MB
22. Segment 3.2.3 Decision Trees/3. Visualizing Decision Trees using the View Function.mp4 70MB
35. Segment 4.3 Outlier Detection/2. 3 sigma rule with deletion strategy.mp4 70MB
5. Segment 1.3 Operations on Matrices/2. Computing unique elements.mp4 70MB
36. Segment 4.4 Feature Scaling and Data Discretization/2. Feature Scalling.mp4 69MB
18. Segment 3.1 Data Preprocessing/7. Handling Outliers (Part 1).mp4 69MB
13. Segment 2.1 Cell Data Type/2. Accessing Data in a Cell.mp4 69MB
5. Segment 1.3 Operations on Matrices/6. Relational operations.mp4 68MB
11. Segment 1.9 Sharing your MATLAB Results/1. Sharing results with automatically generated reports.mp4 68MB
26. Segment 3.2.7 Performance Evaluation/5. Evaluating Classifiers in MATLAB.mp4 68MB
28. Segment 3.3.1 K-Means/2. Choosing the number of clusters.mp4 68MB
9. Segment 1.7 MATLAB Programming/2. Conditional if statment (Part 2).mp4 68MB
7. Segment 1.5 Interacting with MATLAB and Graphics/14. Manipulating Directory (Part 2).mp4 67MB
4. Segment 1.2 Doing Basic Maths in MATLAB/6. Computing statistics of the matrices.mp4 67MB
33. Segment 4.1 Handling Missing Values/2. Deletion strategies.mp4 67MB
8. Segment 1.6 Importing Data into MATLAB/3. Importing data in different formats (N).mp4 66MB
26. Segment 3.2.7 Performance Evaluation/1. Evaluating Classifiers Confusion matrix (Theory).mp4 65MB
18. Segment 3.1 Data Preprocessing/3. Importing the Dataset.mp4 62MB
36. Segment 4.4 Feature Scaling and Data Discretization/4. Discretization using Equal Frequency binning.mp4 61MB
8. Segment 1.6 Importing Data into MATLAB/6. Calling MATLAB functions from Excel.mp4 61MB
13. Segment 2.1 Cell Data Type/4. Concatenating cells and passing cell contents to a function.mp4 61MB
5. Segment 1.3 Operations on Matrices/8. Sorting matrix values.mp4 61MB
13. Segment 2.1 Cell Data Type/1. Creating and defining cells.mp4 61MB
8. Segment 1.6 Importing Data into MATLAB/5. Passing data between excel and MATLAB.mp4 60MB
29. Segment 3.3.2 Hierarchical Clustering/2. Hierarchical Clustering in MATLAB.mp4 59MB
9. Segment 1.7 MATLAB Programming/4. Nested For Loops.mp4 59MB
35. Segment 4.3 Outlier Detection/9. Outliers in Categorical Variables.mp4 58MB
20. Segment 3.2.1 K-Nearest Neighbor/7. How to change default options and customize classifiers.mp4 58MB
5. Segment 1.3 Operations on Matrices/3. Determining membership of elements to a matrix.mp4 57MB
25. Segment 3.2.6 Ensembles/2. Ensembles in MATLAB.mp4 57MB
9. Segment 1.7 MATLAB Programming/1. Conditional if Statements (Part 1).mp4 56MB
9. Segment 1.7 MATLAB Programming/7. Continue statement for skipping an iteration.mp4 56MB
7. Segment 1.5 Interacting with MATLAB and Graphics/9. Interacting with the plot using the brush tool.mp4 55MB
3. Segment 1.1 Handling variables and Creating Scripts/3. Different types of variables (Strings, characters and logical).vtt 55MB
3. Segment 1.1 Handling variables and Creating Scripts/3. Different types of variables (Strings, characters and logical).mp4 55MB
24. Segment 3.2.5 Discriminant Analysis/1. Discriminant Analysis Intuition.mp4 54MB
13. Segment 2.1 Cell Data Type/3. Adding and deleting elements from a cell.mp4 54MB
1. Course and Instructor Introduction/2. MATLAB Software (Pricing and Online resources).mp4 54MB
8. Segment 1.6 Importing Data into MATLAB/4. Spread Sheet link (Introduction and installation).mp4 53MB
31. Segment 3.5 Project Malware Analysis/2. Problem Discription.mp4 52MB
9. Segment 1.7 MATLAB Programming/8. Switch statements for choice selection.mp4 52MB
31. Segment 3.5 Project Malware Analysis/4. Customizing code templates for completing Task 1 and 2 (Part 2).mp4 51MB
21. Segment 3.2.2 Naive Bayes/1. Naive Bayesain Intuition (Part 1).mp4 51MB
7. Segment 1.5 Interacting with MATLAB and Graphics/2. Input output commands.vtt 51MB
7. Segment 1.5 Interacting with MATLAB and Graphics/2. Input output commands.mp4 51MB
10. Segment 1.8 Making your own functions/3. Functions with multiple inputs and outputs.mp4 50MB
25. Segment 3.2.6 Ensembles/1. Ensembles Intuition.mp4 50MB
18. Segment 3.1 Data Preprocessing/10. Dealing with Categorical Data (Part 2).mp4 50MB
3. Segment 1.1 Handling variables and Creating Scripts/5. Data selection with the colon operator.mp4 50MB
24. Segment 3.2.5 Discriminant Analysis/3. Customization Options for Discriminant Analysis.mp4 50MB
34. Segment 4.2 Dealing with Categorical Variables/3. Categorical data with order.mp4 49MB
7. Segment 1.5 Interacting with MATLAB and Graphics/3. More input output commands.mp4 49MB
26. Segment 3.2.7 Performance Evaluation/2. Validation Methods (Theory).mp4 49MB
4. Segment 1.2 Doing Basic Maths in MATLAB/3. Computing GCD, LCM, Permutations and Prime numbers.mp4 49MB
33. Segment 4.1 Handling Missing Values/4. Considering as a special value.mp4 48MB
9. Segment 1.7 MATLAB Programming/6. Breaking out from a loop before final condition.mp4 47MB
10. Segment 1.8 Making your own functions/4. Returning from a function.mp4 47MB
3. Segment 1.1 Handling variables and Creating Scripts/2. Let's lay foundations for understanding Variables.mp4 47MB
4. Segment 1.2 Doing Basic Maths in MATLAB/11. Converting numbers between different bases.mp4 47MB
21. Segment 3.2.2 Naive Bayes/3. Naive Bayesain in MATLAB.mp4 47MB
22. Segment 3.2.3 Decision Trees/1. Decision trees intuition.mp4 47MB
5. Segment 1.3 Operations on Matrices/12. Frequency of values within a vector.mp4 46MB
4. Segment 1.2 Doing Basic Maths in MATLAB/2. Basic Maths (addition, multiplication, subtraction and powers).mp4 46MB
3. Segment 1.1 Handling variables and Creating Scripts/4. Creating scripts and understanding commenting and semicolon effect.mp4 46MB
22. Segment 3.2.3 Decision Trees/2. Decision Trees in MATLAB.mp4 46MB
23. Segment 3.2.4 Support Vector Machines/3. SVM in MATLAB.mp4 45MB
5. Segment 1.3 Operations on Matrices/4. Shifting matrix elements.mp4 44MB
10. Segment 1.8 Making your own functions/2. Functions with inputs.mp4 44MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/2. Symbolic variables.mp4 44MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/3. Differentiation and Integration using symbolic variables.mp4 44MB
20. Segment 3.2.1 K-Nearest Neighbor/6. Here is our classification template.mp4 43MB
8. Segment 1.6 Importing Data into MATLAB/2. Importing data from excel into MATLAB.mp4 43MB
7. Segment 1.5 Interacting with MATLAB and Graphics/8. Combining plots with hold on.mp4 42MB
5. Segment 1.3 Operations on Matrices/11. Finding non-zero elements.mp4 42MB
29. Segment 3.3.2 Hierarchical Clustering/1. Hierarchical Clustering Intuition (Part 1).mp4 41MB
18. Segment 3.1 Data Preprocessing/8. Handling Outliers (Part 2).mp4 41MB
4. Segment 1.2 Doing Basic Maths in MATLAB/4. Trignometric functions.mp4 41MB
4. Segment 1.2 Doing Basic Maths in MATLAB/5. Set operations (Union, intersection, complement and others).mp4 41MB
35. Segment 4.3 Outlier Detection/3. 3 sigma rule with filling strategy.mp4 41MB
10. Segment 1.8 Making your own functions/1. Creating Custom built Functions.mp4 40MB
28. Segment 3.3.1 K-Means/1. K-Means Clustering Intuition.mp4 40MB
7. Segment 1.5 Interacting with MATLAB and Graphics/11. Animated Line.mp4 40MB
7. Segment 1.5 Interacting with MATLAB and Graphics/10. Two y-axis on the same plot.mp4 40MB
4. Segment 1.2 Doing Basic Maths in MATLAB/8. Cross product and dot product.mp4 39MB
21. Segment 3.2.2 Naive Bayes/4. Customization Options for Naive Bayesain.mp4 38MB
4. Segment 1.2 Doing Basic Maths in MATLAB/7. Handling random numbers.mp4 38MB
4. Segment 1.2 Doing Basic Maths in MATLAB/9. Basic logical operation (And, Or and Not).mp4 38MB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/1. MATLAB Graphical User Interface.mp4 37MB
4. Segment 1.2 Doing Basic Maths in MATLAB/10. Sign and absolute functions.mp4 37MB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/2. Some Common Operations.mp4 37MB
7. Segment 1.5 Interacting with MATLAB and Graphics/5. Plotting 3-D data.mp4 36MB
14. Segment 2.2 Tables and Time Tables/6. Reading and writing tables to memory.mp4 35MB
7. Segment 1.5 Interacting with MATLAB and Graphics/12. Checking for existence of scripts, files, folders, variables or functions.mp4 35MB
5. Segment 1.3 Operations on Matrices/9. Size and length functions.mp4 34MB
18. Segment 3.1 Data Preprocessing/11. Your Preprocessing Template.mp4 33MB
5. Segment 1.3 Operations on Matrices/10. Concatenating Matrices.vtt 33MB
5. Segment 1.3 Operations on Matrices/10. Concatenating Matrices.mp4 33MB
30. Segment 3.4 Dimensionality Reduction/2. Principal Component Analysis.mp4 32MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/3. Differentiation and Integration using symbolic variables.vtt 32MB
20. Segment 3.2.1 K-Nearest Neighbor/1. KNN Intuition.mp4 31MB
24. Segment 3.2.5 Discriminant Analysis/2. Discriminant Analysis in MATLAB.mp4 30MB
5. Segment 1.3 Operations on Matrices/5. Determinant, inverse and diagnal elements.mp4 27MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/2. Symbolic variables.vtt 27MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/5. Symbolic Functions.mp4 26MB
16. Segment 2.4 Data Types Conversions/2. Converting Cell to other Data Types.mp4 26MB
16. Segment 2.4 Data Types Conversions/1. Converting other data types to cell.mp4 25MB
5. Segment 1.3 Operations on Matrices/7. Commonly used Matrices.mp4 25MB
1. Course and Instructor Introduction/1. Course Introduction.mp4 23MB
14. Segment 2.2 Tables and Time Tables/10. Creating time tables.mp4 23MB
35. Segment 4.3 Outlier Detection/4. Box plots and iterquartile rule.mp4 22MB
15. Segment 2.3 Working with Structures and Map Container Data Type/7. Concatenation and more operations on map container.mp4 20MB
35. Segment 4.3 Outlier Detection/7. Local Outlier Factor (Part 1).mp4 20MB
14. Segment 2.2 Tables and Time Tables/12. Concatenating time tables.mp4 19MB
23. Segment 3.2.4 Support Vector Machines/2. Kernel SVM Intuition.mp4 19MB
14. Segment 2.2 Tables and Time Tables/14. NEW Dealing with missing data.mp4 19MB
32. ------------- Part 4 Data Preprocessing for Machine Learning using MATLAB -----/1. Introduction to course.mp4 18MB
14. Segment 2.2 Tables and Time Tables/2. Adding Descriptions, Units and Accessing individual columns.mp4 18MB
14. Segment 2.2 Tables and Time Tables/1. Creating Tables.mp4 17MB
14. Segment 2.2 Tables and Time Tables/11. Properties, sorting and data selection in time tables.mp4 16MB
15. Segment 2.3 Working with Structures and Map Container Data Type/1. Creating structures.mp4 14MB
15. Segment 2.3 Working with Structures and Map Container Data Type/6. Creating Map Containers.mp4 12MB
14. Segment 2.2 Tables and Time Tables/9. Adding and deleting rows from a table.mp4 12MB
14. Segment 2.2 Tables and Time Tables/7. Storing summary of a table.mp4 11MB
16. Segment 2.4 Data Types Conversions/4. Converting from table to other data type.mp4 11MB
15. Segment 2.3 Working with Structures and Map Container Data Type/4. Storing data from a structure field into a variable.mp4 11MB
17. ----------- Part 3 Machine Learning for Data Science using MATLAB ------------/1. Introduction to the segment.mp4 11MB
18. Segment 3.1 Data Preprocessing/2. Section Introduction.mp4 11MB
14. Segment 2.2 Tables and Time Tables/3. Selecting and reordering rows.mp4 10MB
15. Segment 2.3 Working with Structures and Map Container Data Type/3. Concatenating structures.mp4 10MB
15. Segment 2.3 Working with Structures and Map Container Data Type/5. More operations on a structure.mp4 9MB
15. Segment 2.3 Working with Structures and Map Container Data Type/2. Retrieving data from a field of a structure.mp4 9MB
16. Segment 2.4 Data Types Conversions/3. Converting from other to table data type.mp4 8MB
14. Segment 2.2 Tables and Time Tables/4. Sorting rows or a table.mp4 8MB
14. Segment 2.2 Tables and Time Tables/8. Adding and deleting columns from a table.mp4 8MB
14. Segment 2.2 Tables and Time Tables/13. Indexing and retrieving data based on row times.mp4 6MB
12. ------------ Part 2 Advance MATLAB Data Types ----------------------/1. Introduction to the section.mp4 5MB
14. Segment 2.2 Tables and Time Tables/5. More properties of a table.mp4 4MB
9. Segment 1.7 MATLAB Programming/9.1 Practice Exercise Question.pdf.pdf 455KB
4. Segment 1.2 Doing Basic Maths in MATLAB/13.1 Practice Exercise Question.pdf.pdf 359KB
8. Segment 1.6 Importing Data into MATLAB/7.2 Practice Exercise Questions.pdf.pdf 350KB
5. Segment 1.3 Operations on Matrices/15.1 Practice Exercise Questions (Advance).pdf.pdf 324KB
5. Segment 1.3 Operations on Matrices/16.1 Solutions to Practice Exercise Question (Advance).pdf.pdf 304KB
7. Segment 1.5 Interacting with MATLAB and Graphics/16.1 Project .pdf.pdf 295KB
5. Segment 1.3 Operations on Matrices/13.1 Practice Exercise Questions (Beginner).pdf.pdf 295KB
31. Segment 3.5 Project Malware Analysis/1.1 Code and Data.zip.zip 294KB
31. Segment 3.5 Project Malware Analysis/6.1 Code and Data.zip.zip 294KB
9. Segment 1.7 MATLAB Programming/11.1 Practice Exercise Questions (Challenge) .pdf.pdf 261KB
5. Segment 1.3 Operations on Matrices/14.1 Solutions to Practice Exercise Question (Beginner).pdf.pdf 234KB
9. Segment 1.7 MATLAB Programming/10.1 Solutions to Practice Exercise Questions .pdf.pdf 208KB
8. Segment 1.6 Importing Data into MATLAB/8.1 Solutions to Practice Exercise Questions .pdf.pdf 203KB
4. Segment 1.2 Doing Basic Maths in MATLAB/14.1 Solutions to Practice Exercise Question.pdf.pdf 199KB
7. Segment 1.5 Interacting with MATLAB and Graphics/17.1 Project Solution.pdf.pdf 198KB
38. BONUS Discounted Coupons for my other MATLAB Courses/1.1 MATLAB courses coupons_1.pdf.pdf 178KB
19. Segment 3.2 Classification/1.1 Code and Data.zip.zip 50KB
34. Segment 4.2 Dealing with Categorical Variables/1.1 Code and Data.zip.zip 44KB
35. Segment 4.3 Outlier Detection/1.1 Code and Data.zip.zip 40KB
29. Segment 3.3.2 Hierarchical Clustering/3. Hierarchical Clustering Intuition (Part 2).vtt 21KB
30. Segment 3.4 Dimensionality Reduction/4. PCA in MATLAB (Part 2).vtt 18KB
28. Segment 3.3.1 K-Means/4. k-means in MATLAB (Part 2).vtt 18KB
37. Segment 4.5 Project Selecting the Right Method for your Data/2. Selecting the right method (Part 1).vtt 18KB
29. Segment 3.3.2 Hierarchical Clustering/2. Hierarchical Clustering in MATLAB.vtt 18KB
35. Segment 4.3 Outlier Detection/5. Class specific box plots.vtt 17KB
36. Segment 4.4 Feature Scaling and Data Discretization/3. Discretization using Equal width binning.vtt 17KB
26. Segment 3.2.7 Performance Evaluation/1. Evaluating Classifiers Confusion matrix (Theory).vtt 17KB
23. Segment 3.2.4 Support Vector Machines/1. SVM Intuition.vtt 17KB
21. Segment 3.2.2 Naive Bayes/2. Naive Bayesain Intuition (Part 2).vtt 16KB
25. Segment 3.2.6 Ensembles/1. Ensembles Intuition.vtt 15KB
28. Segment 3.3.1 K-Means/2. Choosing the number of clusters.vtt 15KB
7. Segment 1.5 Interacting with MATLAB and Graphics/15. Processing text files.vtt 15KB
33. Segment 4.1 Handling Missing Values/6. Random Value Imputation.vtt 15KB
30. Segment 3.4 Dimensionality Reduction/3. PCA in MATLAB (Part 1).vtt 14KB
35. Segment 4.3 Outlier Detection/6. Histograms for outliers.vtt 14KB
34. Segment 4.2 Dealing with Categorical Variables/4. Frequency based encoding4.vtt 14KB
20. Segment 3.2.1 K-Nearest Neighbor/4. Visualizing the Decision Boundaries of KNN.vtt 14KB
20. Segment 3.2.1 K-Nearest Neighbor/3. KNN in MATLAB (Part 2).vtt 14KB
28. Segment 3.3.1 K-Means/3. k-means in MATLAB (Part 1).vtt 14KB
24. Segment 3.2.5 Discriminant Analysis/1. Discriminant Analysis Intuition.vtt 14KB
25. Segment 3.2.6 Ensembles/3. Customization options for Ensembles.vtt 13KB
9. Segment 1.7 MATLAB Programming/5. While loops (when you don't know the number of iterations).vtt 13KB
33. Segment 4.1 Handling Missing Values/1.1 Code and Data.zip.zip 13KB
33. Segment 4.1 Handling Missing Values/5. Class specific mean and mode.vtt 13KB
9. Segment 1.7 MATLAB Programming/3. For loops for interating through your code.vtt 13KB
28. Segment 3.3.1 K-Means/1. K-Means Clustering Intuition.vtt 13KB
26. Segment 3.2.7 Performance Evaluation/2. Validation Methods (Theory).vtt 13KB
35. Segment 4.3 Outlier Detection/8. Local Outlier Factor (Part 2).vtt 13KB
26. Segment 3.2.7 Performance Evaluation/3. Validation methods in MATLAB (Part 1).vtt 13KB
37. Segment 4.5 Project Selecting the Right Method for your Data/3. Selecting the right method (Part 2).vtt 12KB
16. Segment 2.4 Data Types Conversions/2. Converting Cell to other Data Types.vtt 12KB
8. Segment 1.6 Importing Data into MATLAB/1.1 Code and Data.zip.zip 12KB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/4. Solving Equations.vtt 12KB
21. Segment 3.2.2 Naive Bayes/1. Naive Bayesain Intuition (Part 1).vtt 12KB
5. Segment 1.3 Operations on Matrices/2. Computing unique elements.vtt 12KB
4. Segment 1.2 Doing Basic Maths in MATLAB/6. Computing statistics of the matrices.vtt 12KB
7. Segment 1.5 Interacting with MATLAB and Graphics/7. Bar graphs.vtt 12KB
29. Segment 3.3.2 Hierarchical Clustering/1. Hierarchical Clustering Intuition (Part 1).vtt 11KB
35. Segment 4.3 Outlier Detection/2. 3 sigma rule with deletion strategy.vtt 11KB
16. Segment 2.4 Data Types Conversions/1. Converting other data types to cell.vtt 11KB
20. Segment 3.2.1 K-Nearest Neighbor/8. Customization options for KNN.vtt 11KB
22. Segment 3.2.3 Decision Trees/1. Decision trees intuition.vtt 11KB
33. Segment 4.1 Handling Missing Values/3. Using mean and mode.vtt 11KB
11. Segment 1.9 Sharing your MATLAB Results/2. Sharing your results with live scripts.vtt 11KB
20. Segment 3.2.1 K-Nearest Neighbor/2. KNN in MATLAB (Part 1).vtt 11KB
7. Segment 1.5 Interacting with MATLAB and Graphics/14. Manipulating Directory (Part 2).vtt 11KB
31. Segment 3.5 Project Malware Analysis/3. Customizing code templates for completing Task 1 and 2 (Part 1).vtt 10KB
20. Segment 3.2.1 K-Nearest Neighbor/5. Explaining the code for visualization.vtt 10KB
13. Segment 2.1 Cell Data Type/2. Accessing Data in a Cell.vtt 10KB
18. Segment 3.1 Data Preprocessing/9. Dealing with Categorical Data (Part 1).vtt 10KB
7. Segment 1.5 Interacting with MATLAB and Graphics/6. More on plotting options.vtt 10KB
34. Segment 4.2 Dealing with Categorical Variables/2. Categorical data with no order.vtt 10KB
7. Segment 1.5 Interacting with MATLAB and Graphics/4. Plotting data.vtt 10KB
23. Segment 3.2.4 Support Vector Machines/4. Customization Options for SVM.vtt 10KB
14. Segment 2.2 Tables and Time Tables/14. NEW Dealing with missing data.vtt 10KB
34. Segment 4.2 Dealing with Categorical Variables/5. Target based encoding.vtt 10KB
5. Segment 1.3 Operations on Matrices/6. Relational operations.vtt 10KB
5. Segment 1.3 Operations on Matrices/8. Sorting matrix values.vtt 10KB
9. Segment 1.7 MATLAB Programming/1. Conditional if Statements (Part 1).vtt 10KB
9. Segment 1.7 MATLAB Programming/2. Conditional if statment (Part 2).vtt 10KB
22. Segment 3.2.3 Decision Trees/3. Visualizing Decision Trees using the View Function.vtt 10KB
25. Segment 3.2.6 Ensembles/2. Ensembles in MATLAB.vtt 10KB
18. Segment 3.1 Data Preprocessing/6. Feature Scaling.vtt 10KB
22. Segment 3.2.3 Decision Trees/4. Customization Options for Decision Trees.vtt 9KB
13. Segment 2.1 Cell Data Type/1. Creating and defining cells.vtt 9KB
31. Segment 3.5 Project Malware Analysis/2. Problem Discription.vtt 9KB
18. Segment 3.1 Data Preprocessing/7. Handling Outliers (Part 1).vtt 9KB
26. Segment 3.2.7 Performance Evaluation/5. Evaluating Classifiers in MATLAB.vtt 9KB
26. Segment 3.2.7 Performance Evaluation/4. Validation methods in MATLAB (Part 2).vtt 9KB
14. Segment 2.2 Tables and Time Tables/6. Reading and writing tables to memory.vtt 9KB
11. Segment 1.9 Sharing your MATLAB Results/1. Sharing results with automatically generated reports.vtt 9KB
9. Segment 1.7 MATLAB Programming/7. Continue statement for skipping an iteration.vtt 9KB
35. Segment 4.3 Outlier Detection/4. Box plots and iterquartile rule.vtt 9KB
33. Segment 4.1 Handling Missing Values/2. Deletion strategies.vtt 9KB
14. Segment 2.2 Tables and Time Tables/10. Creating time tables.vtt 9KB
5. Segment 1.3 Operations on Matrices/3. Determining membership of elements to a matrix.vtt 9KB
8. Segment 1.6 Importing Data into MATLAB/3. Importing data in different formats (N).vtt 9KB
4. Segment 1.2 Doing Basic Maths in MATLAB/11. Converting numbers between different bases.vtt 9KB
9. Segment 1.7 MATLAB Programming/4. Nested For Loops.vtt 9KB
7. Segment 1.5 Interacting with MATLAB and Graphics/9. Interacting with the plot using the brush tool.vtt 8KB
30. Segment 3.4 Dimensionality Reduction/2. Principal Component Analysis.vtt 8KB
36. Segment 4.4 Feature Scaling and Data Discretization/4. Discretization using Equal Frequency binning.vtt 8KB
36. Segment 4.4 Feature Scaling and Data Discretization/2. Feature Scalling.vtt 8KB
13. Segment 2.1 Cell Data Type/4. Concatenating cells and passing cell contents to a function.vtt 8KB
18. Segment 3.1 Data Preprocessing/3. Importing the Dataset.vtt 8KB
18. Segment 3.1 Data Preprocessing/4. Removing Missing Data (Part 1).vtt 8KB
14. Segment 2.2 Tables and Time Tables/1. Creating Tables.vtt 8KB
35. Segment 4.3 Outlier Detection/9. Outliers in Categorical Variables.vtt 8KB
8. Segment 1.6 Importing Data into MATLAB/5. Passing data between excel and MATLAB.vtt 8KB
14. Segment 2.2 Tables and Time Tables/11. Properties, sorting and data selection in time tables.vtt 8KB
9. Segment 1.7 MATLAB Programming/8. Switch statements for choice selection.vtt 8KB
10. Segment 1.8 Making your own functions/4. Returning from a function.vtt 8KB
20. Segment 3.2.1 K-Nearest Neighbor/1. KNN Intuition.vtt 8KB
13. Segment 2.1 Cell Data Type/3. Adding and deleting elements from a cell.vtt 8KB
4. Segment 1.2 Doing Basic Maths in MATLAB/2. Basic Maths (addition, multiplication, subtraction and powers).vtt 8KB
7. Segment 1.5 Interacting with MATLAB and Graphics/3. More input output commands.vtt 8KB
14. Segment 2.2 Tables and Time Tables/12. Concatenating time tables.vtt 8KB
20. Segment 3.2.1 K-Nearest Neighbor/7. How to change default options and customize classifiers.vtt 8KB
14. Segment 2.2 Tables and Time Tables/2. Adding Descriptions, Units and Accessing individual columns.vtt 8KB
10. Segment 1.8 Making your own functions/3. Functions with multiple inputs and outputs.vtt 8KB
23. Segment 3.2.4 Support Vector Machines/3. SVM in MATLAB.vtt 8KB
30. Segment 3.4 Dimensionality Reduction/1.1 Code and Data.zip.zip 8KB
33. Segment 4.1 Handling Missing Values/4. Considering as a special value.vtt 7KB
8. Segment 1.6 Importing Data into MATLAB/6. Calling MATLAB functions from Excel.vtt 7KB
3. Segment 1.1 Handling variables and Creating Scripts/2. Let's lay foundations for understanding Variables.vtt 7KB
4. Segment 1.2 Doing Basic Maths in MATLAB/3. Computing GCD, LCM, Permutations and Prime numbers.vtt 7KB
15. Segment 2.3 Working with Structures and Map Container Data Type/7. Concatenation and more operations on map container.vtt 7KB
5. Segment 1.3 Operations on Matrices/12. Frequency of values within a vector.vtt 7KB
18. Segment 3.1 Data Preprocessing/5. Removing Missing Data (Part 2).vtt 7KB
15. Segment 2.3 Working with Structures and Map Container Data Type/1. Creating structures.vtt 7KB
9. Segment 1.7 MATLAB Programming/6. Breaking out from a loop before final condition.vtt 7KB
23. Segment 3.2.4 Support Vector Machines/2. Kernel SVM Intuition.vtt 7KB
3. Segment 1.1 Handling variables and Creating Scripts/4. Creating scripts and understanding commenting and semicolon effect.vtt 7KB
35. Segment 4.3 Outlier Detection/7. Local Outlier Factor (Part 1).vtt 7KB
7. Segment 1.5 Interacting with MATLAB and Graphics/8. Combining plots with hold on.vtt 7KB
10. Segment 1.8 Making your own functions/2. Functions with inputs.vtt 7KB
3. Segment 1.1 Handling variables and Creating Scripts/5. Data selection with the colon operator.vtt 7KB
18. Segment 3.1 Data Preprocessing/10. Dealing with Categorical Data (Part 2).vtt 7KB
8. Segment 1.6 Importing Data into MATLAB/2. Importing data from excel into MATLAB.vtt 7KB
8. Segment 1.6 Importing Data into MATLAB/4. Spread Sheet link (Introduction and installation).vtt 7KB
21. Segment 3.2.2 Naive Bayes/3. Naive Bayesain in MATLAB.vtt 6KB
14. Segment 2.2 Tables and Time Tables/9. Adding and deleting rows from a table.vtt 6KB
34. Segment 4.2 Dealing with Categorical Variables/3. Categorical data with order.vtt 6KB
5. Segment 1.3 Operations on Matrices/11. Finding non-zero elements.vtt 6KB
10. Segment 1.8 Making your own functions/1. Creating Custom built Functions.vtt 6KB
7. Segment 1.5 Interacting with MATLAB and Graphics/12. Checking for existence of scripts, files, folders, variables or functions.vtt 6KB
4. Segment 1.2 Doing Basic Maths in MATLAB/4. Trignometric functions.vtt 6KB
16. Segment 2.4 Data Types Conversions/4. Converting from table to other data type.vtt 6KB
35. Segment 4.3 Outlier Detection/3. 3 sigma rule with filling strategy.vtt 6KB
15. Segment 2.3 Working with Structures and Map Container Data Type/6. Creating Map Containers.vtt 6KB
31. Segment 3.5 Project Malware Analysis/4. Customizing code templates for completing Task 1 and 2 (Part 2).vtt 6KB
4. Segment 1.2 Doing Basic Maths in MATLAB/5. Set operations (Union, intersection, complement and others).vtt 6KB
37. Segment 4.5 Project Selecting the Right Method for your Data/1.1 Code and Data.zip.zip 6KB
7. Segment 1.5 Interacting with MATLAB and Graphics/11. Animated Line.vtt 6KB
18. Segment 3.1 Data Preprocessing/8. Handling Outliers (Part 2).vtt 6KB
27. Segment 3.3 Clustering/1.1 Code and Data.zip.zip 6KB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/2. Some Common Operations.vtt 6KB
1. Course and Instructor Introduction/2. MATLAB Software (Pricing and Online resources).vtt 6KB
15. Segment 2.3 Working with Structures and Map Container Data Type/4. Storing data from a structure field into a variable.vtt 6KB
4. Segment 1.2 Doing Basic Maths in MATLAB/8. Cross product and dot product.vtt 6KB
5. Segment 1.3 Operations on Matrices/4. Shifting matrix elements.vtt 6KB
4. Segment 1.2 Doing Basic Maths in MATLAB/10. Sign and absolute functions.vtt 6KB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/1. MATLAB Graphical User Interface.vtt 6KB
14. Segment 2.2 Tables and Time Tables/3. Selecting and reordering rows.vtt 6KB
4. Segment 1.2 Doing Basic Maths in MATLAB/9. Basic logical operation (And, Or and Not).vtt 5KB
4. Segment 1.2 Doing Basic Maths in MATLAB/7. Handling random numbers.vtt 5KB
7. Segment 1.5 Interacting with MATLAB and Graphics/10. Two y-axis on the same plot.vtt 5KB
15. Segment 2.3 Working with Structures and Map Container Data Type/3. Concatenating structures.vtt 5KB
7. Segment 1.5 Interacting with MATLAB and Graphics/5. Plotting 3-D data.vtt 5KB
32. ------------- Part 4 Data Preprocessing for Machine Learning using MATLAB -----/1. Introduction to course.vtt 5KB
5. Segment 1.3 Operations on Matrices/9. Size and length functions.vtt 5KB
22. Segment 3.2.3 Decision Trees/2. Decision Trees in MATLAB.vtt 5KB
24. Segment 3.2.5 Discriminant Analysis/3. Customization Options for Discriminant Analysis.vtt 5KB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/5. Symbolic Functions.vtt 5KB
15. Segment 2.3 Working with Structures and Map Container Data Type/2. Retrieving data from a field of a structure.vtt 5KB
18. Segment 3.1 Data Preprocessing/1.1 Code and Data.zip.zip 5KB
20. Segment 3.2.1 K-Nearest Neighbor/6. Here is our classification template.vtt 4KB
16. Segment 2.4 Data Types Conversions/3. Converting from other to table data type.vtt 4KB
5. Segment 1.3 Operations on Matrices/5. Determinant, inverse and diagnal elements.vtt 4KB
1. Course and Instructor Introduction/1. Course Introduction.vtt 4KB
24. Segment 3.2.5 Discriminant Analysis/2. Discriminant Analysis in MATLAB.vtt 4KB
7. Segment 1.5 Interacting with MATLAB and Graphics/1.1 Code and Scripts.zip.zip 4KB
14. Segment 2.2 Tables and Time Tables/7. Storing summary of a table.vtt 4KB
15. Segment 2.3 Working with Structures and Map Container Data Type/5. More operations on a structure.vtt 4KB
21. Segment 3.2.2 Naive Bayes/4. Customization Options for Naive Bayesain.vtt 4KB
18. Segment 3.1 Data Preprocessing/11. Your Preprocessing Template.vtt 4KB
14. Segment 2.2 Tables and Time Tables/4. Sorting rows or a table.vtt 4KB
5. Segment 1.3 Operations on Matrices/7. Commonly used Matrices.vtt 4KB
4. Segment 1.2 Doing Basic Maths in MATLAB/1.1 code and scripts.zip.zip 4KB
5. Segment 1.3 Operations on Matrices/1.1 Code and Scripts.zip.zip 3KB
12. ------------ Part 2 Advance MATLAB Data Types ----------------------/1. Introduction to the section.vtt 3KB
36. Segment 4.4 Feature Scaling and Data Discretization/1.1 Code and Data.zip.zip 3KB
14. Segment 2.2 Tables and Time Tables/13. Indexing and retrieving data based on row times.vtt 3KB
14. Segment 2.2 Tables and Time Tables/8. Adding and deleting columns from a table.vtt 3KB
8. Segment 1.6 Importing Data into MATLAB/7.1 data.csv.csv 2KB
17. ----------- Part 3 Machine Learning for Data Science using MATLAB ------------/1. Introduction to the segment.vtt 2KB
18. Segment 3.1 Data Preprocessing/2. Section Introduction.vtt 2KB
14. Segment 2.2 Tables and Time Tables/5. More properties of a table.vtt 2KB
7. Segment 1.5 Interacting with MATLAB and Graphics/16.2 Example_text.txt.txt 2KB
3. Segment 1.1 Handling variables and Creating Scripts/1.1 Code and Scripts.zip.zip 1KB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/1.1 Code and Scripts.zip.zip 1KB
4. Segment 1.2 Doing Basic Maths in MATLAB/15. Hey Don't Foget to Test youself on a Quiz.html 158B
5. Segment 1.3 Operations on Matrices/17. Hey Don't Foget to Test youself on a Quiz.html 158B
0. Websites you may like/[FCS Forum].url 133B
7. Segment 1.5 Interacting with MATLAB and Graphics/16. Project Processing text file and visualizing its results.html 131B
0. Websites you may like/[FreeCourseSite.com].url 127B
5. Segment 1.3 Operations on Matrices/15. Test yourself Have fun with some practice questions (Advance level).html 124B
0. Websites you may like/[CourseClub.ME].url 122B
9. Segment 1.7 MATLAB Programming/9. Test yourself Have fun with some practice questions.html 114B
4. Segment 1.2 Doing Basic Maths in MATLAB/13. Test yourself Have fun with some practice questions.html 111B
8. Segment 1.6 Importing Data into MATLAB/7. Test yourself Have fun with some practice questions.html 103B
3. Segment 1.1 Handling variables and Creating Scripts/1. Code and Scripts.html 94B
4. Segment 1.2 Doing Basic Maths in MATLAB/1. Code and Scripts.html 94B
5. Segment 1.3 Operations on Matrices/1. Code and Scripts.html 94B
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/1. Code and Scripts.html 94B
7. Segment 1.5 Interacting with MATLAB and Graphics/1. Code and Scripts.html 94B
8. Segment 1.6 Importing Data into MATLAB/1. Code and Scripts.html 94B
9. Segment 1.7 MATLAB Programming/11. Test yourself (Challenge) Have fun with some practice questions.html 93B
31. Segment 3.5 Project Malware Analysis/6. Here is the project.html 92B
4. Segment 1.2 Doing Basic Maths in MATLAB/14. Solutions to practice exercise questions.html 87B
5. Segment 1.3 Operations on Matrices/14. Solutions to practice exercise questions (Beginner level).html 87B
5. Segment 1.3 Operations on Matrices/16. Solutions to practice exercise questions (Advance level).html 87B
9. Segment 1.7 MATLAB Programming/10. Solutions to practice exercise questions.html 87B
19. Segment 3.2 Classification/1. Code and Data.html 81B
8. Segment 1.6 Importing Data into MATLAB/8. Solutions to practice exercise questions.html 69B
33. Segment 4.1 Handling Missing Values/1. Code and Data.html 68B
30. Segment 3.4 Dimensionality Reduction/1. Code and data.html 67B
37. Segment 4.5 Project Selecting the Right Method for your Data/1. Code and Data.html 67B
27. Segment 3.3 Clustering/1. Code and Data.html 63B
31. Segment 3.5 Project Malware Analysis/1. Code and data.html 57B
35. Segment 4.3 Outlier Detection/1. Code and Data.html 57B
34. Segment 4.2 Dealing with Categorical Variables/1. Code and Data.html 56B
36. Segment 4.4 Feature Scaling and Data Discretization/1. Code and Data.html 56B
7. Segment 1.5 Interacting with MATLAB and Graphics/17. Project solution.html 53B
38. BONUS Discounted Coupons for my other MATLAB Courses/1. Discounted coupons for MY other MATLAB courses.html 42B
18. Segment 3.1 Data Preprocessing/1. Code and Data.html 41B
5. Segment 1.3 Operations on Matrices/13. Test yourself Have fun with some practice questions (Beginner level).html 29B