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[PaidCoursesForFree.com] Udemy - MATLAB Master Class Go from Beginner to Expert in MATLAB
magnet:?xt=urn:btih:9eccdd52d54ab93b8dcd9f174c86aca950fcea42&dn=[PaidCoursesForFree.com] Udemy - MATLAB Master Class Go from Beginner to Expert in MATLAB
磁力链接详情
Hash值:
9eccdd52d54ab93b8dcd9f174c86aca950fcea42
点击数:
302
文件大小:
9.54 GB
文件数量:
176
创建日期:
2020-8-25 06:46
最后访问:
2024-6-24 21:38
访问标签:
PaidCoursesForFree
com
Udemy
-
MATLAB
Master
Class
Go
from
Beginner
to
Expert
in
MATLAB
文件列表详情
1. Course and Instructor Introduction/1. Course Introduction.mp4 23.48 MB
1. Course and Instructor Introduction/2. MATLAB Software (Pricing and Online resources).mp4 53.65 MB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/1. MATLAB Graphical User Interface.mp4 37.14 MB
2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/2. Some Common Operations.mp4 36.65 MB
3. Segment 1.1 Handling variables and Creating Scripts/2. Let's lay foundations for understanding Variables.mp4 46.7 MB
3. Segment 1.1 Handling variables and Creating Scripts/3. Different types of variables (Strings, characters and logical).mp4 54.83 MB
3. Segment 1.1 Handling variables and Creating Scripts/4. Creating scripts and understanding commenting and semicolon effect.mp4 46.09 MB
3. Segment 1.1 Handling variables and Creating Scripts/5. Data selection with the colon operator.mp4 49.67 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/2. Basic Maths (addition, multiplication, subtraction and powers).mp4 46.38 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/3. Computing GCD, LCM, Permutations and Prime numbers.mp4 48.56 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/4. Trignometric functions.mp4 40.91 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/5. Set operations (Union, intersection, complement and others).mp4 40.53 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/6. Computing statistics of the matrices.mp4 66.72 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/7. Handling random numbers.mp4 37.91 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/8. Cross product and dot product.mp4 38.67 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/9. Basic logical operation (And, Or and Not).mp4 37.54 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/10. Sign and absolute functions.mp4 36.69 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/11. Converting numbers between different bases.mp4 46.66 MB
4. Segment 1.2 Doing Basic Maths in MATLAB/12. Discretizing your data.mp4 87.09 MB
5. Segment 1.3 Operations on Matrices/2. Computing unique elements.mp4 69.79 MB
5. Segment 1.3 Operations on Matrices/3. Determining membership of elements to a matrix.mp4 57.44 MB
5. Segment 1.3 Operations on Matrices/4. Shifting matrix elements.mp4 44.06 MB
5. Segment 1.3 Operations on Matrices/5. Determinant, inverse and diagnal elements.mp4 26.74 MB
5. Segment 1.3 Operations on Matrices/6. Relational operations.mp4 68.4 MB
5. Segment 1.3 Operations on Matrices/7. Commonly used Matrices.mp4 24.63 MB
5. Segment 1.3 Operations on Matrices/8. Sorting matrix values.mp4 60.71 MB
5. Segment 1.3 Operations on Matrices/9. Size and length functions.mp4 34.17 MB
5. Segment 1.3 Operations on Matrices/10. Concatenating Matrices.mp4 33.1 MB
5. Segment 1.3 Operations on Matrices/11. Finding non-zero elements.mp4 41.51 MB
5. Segment 1.3 Operations on Matrices/12. Frequency of values within a vector.mp4 46.43 MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/2. Symbolic variables.mp4 43.8 MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/3. Differentiation and Integration using symbolic variables.mp4 43.54 MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/4. Solving Equations.mp4 71.72 MB
6. Segment 1.4 Advance Math Functions with Symbolic Data Type/5. Symbolic Functions.mp4 26.49 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/2. Input output commands.mp4 50.57 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/3. More input output commands.mp4 48.79 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/4. Plotting data.mp4 76.86 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/5. Plotting 3-D data.mp4 35.98 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/6. More on plotting options.mp4 71.75 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/7. Bar graphs.mp4 82.4 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/8. Combining plots with hold on.mp4 42.33 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/9. Interacting with the plot using the brush tool.mp4 55.21 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/10. Two y-axis on the same plot.mp4 39.68 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/11. Animated Line.mp4 40.24 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/12. Checking for existence of scripts, files, folders, variables or functions.mp4 34.91 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/13. Manipulating Directory (Part 1).mp4 78.55 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/14. Manipulating Directory (Part 2).mp4 67.2 MB
7. Segment 1.5 Interacting with MATLAB and Graphics/15. Processing text files.mp4 116.77 MB
8. Segment 1.6 Importing Data into MATLAB/2. Importing data from excel into MATLAB.mp4 43.25 MB
8. Segment 1.6 Importing Data into MATLAB/3. Importing data in different formats (N).mp4 66.11 MB
8. Segment 1.6 Importing Data into MATLAB/4. Spread Sheet link (Introduction and installation).mp4 53.47 MB
8. Segment 1.6 Importing Data into MATLAB/5. Passing data between excel and MATLAB.mp4 59.82 MB
8. Segment 1.6 Importing Data into MATLAB/6. Calling MATLAB functions from Excel.mp4 61.32 MB
9. Segment 1.7 MATLAB Programming/1. Conditional if Statements (Part 1).mp4 56.17 MB
9. Segment 1.7 MATLAB Programming/2. Conditional if statment (Part 2).mp4 67.87 MB
9. Segment 1.7 MATLAB Programming/3. For loops for interating through your code.mp4 77.9 MB
9. Segment 1.7 MATLAB Programming/4. Nested For Loops.mp4 59.18 MB
9. Segment 1.7 MATLAB Programming/5. While loops (when you don't know the number of iterations).mp4 87.81 MB
9. Segment 1.7 MATLAB Programming/6. Breaking out from a loop before final condition.mp4 47.33 MB
9. Segment 1.7 MATLAB Programming/7. Continue statement for skipping an iteration.mp4 55.6 MB
9. Segment 1.7 MATLAB Programming/8. Switch statements for choice selection.mp4 51.69 MB
10. Segment 1.8 Making your own functions/1. Creating Custom built Functions.mp4 40.47 MB
10. Segment 1.8 Making your own functions/2. Functions with inputs.mp4 43.98 MB
10. Segment 1.8 Making your own functions/3. Functions with multiple inputs and outputs.mp4 50 MB
10. Segment 1.8 Making your own functions/4. Returning from a function.mp4 46.75 MB
11. Segment 1.9 Sharing your MATLAB Results/1. Sharing results with automatically generated reports.mp4 68.19 MB
11. Segment 1.9 Sharing your MATLAB Results/2. Sharing your results with live scripts.mp4 98.29 MB
12. ------------ Part 2 Advance MATLAB Data Types ----------------------/1. Introduction to the section.mp4 5.12 MB
13. Segment 2.1 Cell Data Type/1. Creating and defining cells.mp4 60.51 MB
13. Segment 2.1 Cell Data Type/2. Accessing Data in a Cell.mp4 68.61 MB
13. Segment 2.1 Cell Data Type/3. Adding and deleting elements from a cell.mp4 53.9 MB
13. Segment 2.1 Cell Data Type/4. Concatenating cells and passing cell contents to a function.mp4 60.97 MB
14. Segment 2.2 Tables and Time Tables/1. Creating Tables.mp4 17.26 MB
14. Segment 2.2 Tables and Time Tables/2. Adding Descriptions, Units and Accessing individual columns.mp4 17.72 MB
14. Segment 2.2 Tables and Time Tables/3. Selecting and reordering rows.mp4 10.22 MB
14. Segment 2.2 Tables and Time Tables/4. Sorting rows or a table.mp4 8.18 MB
14. Segment 2.2 Tables and Time Tables/5. More properties of a table.mp4 4.46 MB
14. Segment 2.2 Tables and Time Tables/6. Reading and writing tables to memory.mp4 35.04 MB
14. Segment 2.2 Tables and Time Tables/7. Storing summary of a table.mp4 11.36 MB
14. Segment 2.2 Tables and Time Tables/8. Adding and deleting columns from a table.mp4 8.17 MB
14. Segment 2.2 Tables and Time Tables/9. Adding and deleting rows from a table.mp4 11.82 MB
14. Segment 2.2 Tables and Time Tables/10. Creating time tables.mp4 22.77 MB
14. Segment 2.2 Tables and Time Tables/11. Properties, sorting and data selection in time tables.mp4 16.11 MB
14. Segment 2.2 Tables and Time Tables/12. Concatenating time tables.mp4 19.38 MB
14. Segment 2.2 Tables and Time Tables/13. Indexing and retrieving data based on row times.mp4 5.63 MB
14. Segment 2.2 Tables and Time Tables/14. NEW Dealing with missing data.mp4 18.79 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/1. Creating structures.mp4 13.84 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/2. Retrieving data from a field of a structure.mp4 9.14 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/3. Concatenating structures.mp4 10.16 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/4. Storing data from a structure field into a variable.mp4 10.8 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/5. More operations on a structure.mp4 9.29 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/6. Creating Map Containers.mp4 11.93 MB
15. Segment 2.3 Working with Structures and Map Container Data Type/7. Concatenation and more operations on map container.mp4 19.77 MB
16. Segment 2.4 Data Types Conversions/1. Converting other data types to cell.mp4 24.66 MB
16. Segment 2.4 Data Types Conversions/2. Converting Cell to other Data Types.mp4 25.64 MB
16. Segment 2.4 Data Types Conversions/3. Converting from other to table data type.mp4 8.33 MB
16. Segment 2.4 Data Types Conversions/4. Converting from table to other data type.mp4 11.29 MB
17. ----------- Part 3 Machine Learning for Data Science using MATLAB ------------/1. Introduction to the segment.mp4 10.78 MB
18. Segment 3.1 Data Preprocessing/2. Section Introduction.mp4 10.78 MB
18. Segment 3.1 Data Preprocessing/3. Importing the Dataset.mp4 61.61 MB
18. Segment 3.1 Data Preprocessing/4. Removing Missing Data (Part 1).mp4 74.54 MB
18. Segment 3.1 Data Preprocessing/5. Removing Missing Data (Part 2).mp4 72.3 MB
18. Segment 3.1 Data Preprocessing/6. Feature Scaling.mp4 75.87 MB
18. Segment 3.1 Data Preprocessing/7. Handling Outliers (Part 1).mp4 69.12 MB
18. Segment 3.1 Data Preprocessing/8. Handling Outliers (Part 2).mp4 41.05 MB
18. Segment 3.1 Data Preprocessing/9. Dealing with Categorical Data (Part 1).mp4 81.17 MB
18. Segment 3.1 Data Preprocessing/10. Dealing with Categorical Data (Part 2).mp4 49.82 MB
18. Segment 3.1 Data Preprocessing/11. Your Preprocessing Template.mp4 33.3 MB
20. Segment 3.2.1 K-Nearest Neighbor/1. KNN Intuition.mp4 30.97 MB
20. Segment 3.2.1 K-Nearest Neighbor/2. KNN in MATLAB (Part 1).mp4 100.35 MB
20. Segment 3.2.1 K-Nearest Neighbor/3. KNN in MATLAB (Part 2).mp4 98.57 MB
20. Segment 3.2.1 K-Nearest Neighbor/4. Visualizing the Decision Boundaries of KNN.mp4 87.55 MB
20. Segment 3.2.1 K-Nearest Neighbor/5. Explaining the code for visualization.mp4 91.4 MB
20. Segment 3.2.1 K-Nearest Neighbor/6. Here is our classification template.mp4 43.3 MB
20. Segment 3.2.1 K-Nearest Neighbor/7. How to change default options and customize classifiers.mp4 57.57 MB
20. Segment 3.2.1 K-Nearest Neighbor/8. Customization options for KNN.mp4 94.94 MB
21. Segment 3.2.2 Naive Bayes/1. Naive Bayesain Intuition (Part 1).mp4 50.75 MB
21. Segment 3.2.2 Naive Bayes/2. Naive Bayesain Intuition (Part 2).mp4 75.12 MB
21. Segment 3.2.2 Naive Bayes/3. Naive Bayesain in MATLAB.mp4 46.63 MB
21. Segment 3.2.2 Naive Bayes/4. Customization Options for Naive Bayesain.mp4 38.22 MB
22. Segment 3.2.3 Decision Trees/1. Decision trees intuition.mp4 46.62 MB
22. Segment 3.2.3 Decision Trees/2. Decision Trees in MATLAB.mp4 46.02 MB
22. Segment 3.2.3 Decision Trees/3. Visualizing Decision Trees using the View Function.mp4 70.47 MB
22. Segment 3.2.3 Decision Trees/4. Customization Options for Decision Trees.mp4 97.74 MB
23. Segment 3.2.4 Support Vector Machines/1. SVM Intuition.mp4 83.31 MB
23. Segment 3.2.4 Support Vector Machines/2. Kernel SVM Intuition.mp4 19.17 MB
23. Segment 3.2.4 Support Vector Machines/3. SVM in MATLAB.mp4 44.74 MB
23. Segment 3.2.4 Support Vector Machines/4. Customization Options for SVM.mp4 97.36 MB
24. Segment 3.2.5 Discriminant Analysis/1. Discriminant Analysis Intuition.mp4 54.2 MB
24. Segment 3.2.5 Discriminant Analysis/2. Discriminant Analysis in MATLAB.mp4 29.85 MB
24. Segment 3.2.5 Discriminant Analysis/3. Customization Options for Discriminant Analysis.mp4 49.59 MB
25. Segment 3.2.6 Ensembles/1. Ensembles Intuition.mp4 49.89 MB
25. Segment 3.2.6 Ensembles/2. Ensembles in MATLAB.mp4 57.38 MB
25. Segment 3.2.6 Ensembles/3. Customization options for Ensembles.mp4 111.92 MB
26. Segment 3.2.7 Performance Evaluation/1. Evaluating Classifiers Confusion matrix (Theory).mp4 64.52 MB
26. Segment 3.2.7 Performance Evaluation/2. Validation Methods (Theory).mp4 48.77 MB
26. Segment 3.2.7 Performance Evaluation/3. Validation methods in MATLAB (Part 1).mp4 102.81 MB
26. Segment 3.2.7 Performance Evaluation/4. Validation methods in MATLAB (Part 2).mp4 87.52 MB
26. Segment 3.2.7 Performance Evaluation/5. Evaluating Classifiers in MATLAB.mp4 67.93 MB
28. Segment 3.3.1 K-Means/1. K-Means Clustering Intuition.mp4 40.37 MB
28. Segment 3.3.1 K-Means/2. Choosing the number of clusters.mp4 67.88 MB
28. Segment 3.3.1 K-Means/3. k-means in MATLAB (Part 1).mp4 110 MB
28. Segment 3.3.1 K-Means/4. k-means in MATLAB (Part 2).mp4 122.42 MB
29. Segment 3.3.2 Hierarchical Clustering/1. Hierarchical Clustering Intuition (Part 1).mp4 41.5 MB
29. Segment 3.3.2 Hierarchical Clustering/2. Hierarchical Clustering in MATLAB.mp4 59.39 MB
29. Segment 3.3.2 Hierarchical Clustering/3. Hierarchical Clustering Intuition (Part 2).mp4 145.44 MB
30. Segment 3.4 Dimensionality Reduction/2. Principal Component Analysis.mp4 32.17 MB
30. Segment 3.4 Dimensionality Reduction/3. PCA in MATLAB (Part 1).mp4 136 MB
30. Segment 3.4 Dimensionality Reduction/4. PCA in MATLAB (Part 2).mp4 150.44 MB
31. Segment 3.5 Project Malware Analysis/2. Problem Discription.mp4 51.72 MB
31. Segment 3.5 Project Malware Analysis/3. Customizing code templates for completing Task 1 and 2 (Part 1).mp4 76.45 MB
31. Segment 3.5 Project Malware Analysis/4. Customizing code templates for completing Task 1 and 2 (Part 2).mp4 50.82 MB
31. Segment 3.5 Project Malware Analysis/5. Customizing code templates for completing Task 3, 4 and 5.mp4 171.89 MB
32. ------------- Part 4 Data Preprocessing for Machine Learning using MATLAB -----/1. Introduction to course.mp4 18.02 MB
33. Segment 4.1 Handling Missing Values/2. Deletion strategies.mp4 66.66 MB
33. Segment 4.1 Handling Missing Values/3. Using mean and mode.mp4 77.38 MB
33. Segment 4.1 Handling Missing Values/4. Considering as a special value.mp4 47.53 MB
33. Segment 4.1 Handling Missing Values/5. Class specific mean and mode.mp4 95.11 MB
33. Segment 4.1 Handling Missing Values/6. Random Value Imputation.mp4 107.42 MB
34. Segment 4.2 Dealing with Categorical Variables/2. Categorical data with no order.mp4 78 MB
34. Segment 4.2 Dealing with Categorical Variables/3. Categorical data with order.mp4 49.33 MB
34. Segment 4.2 Dealing with Categorical Variables/4. Frequency based encoding4.mp4 111.81 MB
34. Segment 4.2 Dealing with Categorical Variables/5. Target based encoding.mp4 71.45 MB
35. Segment 4.3 Outlier Detection/2. 3 sigma rule with deletion strategy.mp4 70.31 MB
35. Segment 4.3 Outlier Detection/3. 3 sigma rule with filling strategy.mp4 40.51 MB
35. Segment 4.3 Outlier Detection/4. Box plots and iterquartile rule.mp4 22.18 MB
35. Segment 4.3 Outlier Detection/5. Class specific box plots.mp4 115.71 MB
35. Segment 4.3 Outlier Detection/6. Histograms for outliers.mp4 84.06 MB
35. Segment 4.3 Outlier Detection/7. Local Outlier Factor (Part 1).mp4 19.71 MB
35. Segment 4.3 Outlier Detection/8. Local Outlier Factor (Part 2).mp4 97.89 MB
35. Segment 4.3 Outlier Detection/9. Outliers in Categorical Variables.mp4 58.1 MB
36. Segment 4.4 Feature Scaling and Data Discretization/2. Feature Scalling.mp4 69.25 MB
36. Segment 4.4 Feature Scaling and Data Discretization/3. Discretization using Equal width binning.mp4 118.49 MB
36. Segment 4.4 Feature Scaling and Data Discretization/4. Discretization using Equal Frequency binning.mp4 61.48 MB
37. Segment 4.5 Project Selecting the Right Method for your Data/2. Selecting the right method (Part 1).mp4 142.49 MB
37. Segment 4.5 Project Selecting the Right Method for your Data/3. Selecting the right method (Part 2).mp4 103.19 MB
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