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1.1 Code and Data.zip.zip |
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1.1 MATLAB courses coupons_1.pdf.pdf |
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1. Code and data.html |
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1. Code and Scripts.html |
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1. Conditional if Statements (Part 1).mp4 |
56.17MB |
1. Conditional if Statements (Part 1).vtt |
9.75KB |
1. Converting other data types to cell.mp4 |
24.66MB |
1. Converting other data types to cell.vtt |
11.25KB |
1. Course Introduction.mp4 |
23.48MB |
1. Course Introduction.vtt |
4.24KB |
1. Creating and defining cells.mp4 |
60.51MB |
1. Creating and defining cells.vtt |
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1. Creating Custom built Functions.mp4 |
40.47MB |
1. Creating Custom built Functions.vtt |
6.28KB |
1. Creating structures.mp4 |
13.84MB |
1. Creating structures.vtt |
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1. Creating Tables.mp4 |
17.26MB |
1. Creating Tables.vtt |
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1. Decision trees intuition.mp4 |
46.62MB |
1. Decision trees intuition.vtt |
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1. Discounted coupons for MY other MATLAB courses.html |
42B |
1. Discriminant Analysis Intuition.mp4 |
54.20MB |
1. Discriminant Analysis Intuition.vtt |
13.55KB |
1. Ensembles Intuition.mp4 |
49.89MB |
1. Ensembles Intuition.vtt |
15.13KB |
1. Evaluating Classifiers Confusion matrix (Theory).mp4 |
64.52MB |
1. Evaluating Classifiers Confusion matrix (Theory).vtt |
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1. Hierarchical Clustering Intuition (Part 1).mp4 |
41.50MB |
1. Hierarchical Clustering Intuition (Part 1).vtt |
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1. Introduction to course.mp4 |
18.02MB |
1. Introduction to course.vtt |
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1. Introduction to the section.mp4 |
5.12MB |
1. Introduction to the section.vtt |
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1. Introduction to the segment.mp4 |
10.78MB |
1. Introduction to the segment.vtt |
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1. K-Means Clustering Intuition.mp4 |
40.37MB |
1. K-Means Clustering Intuition.vtt |
13.05KB |
1. KNN Intuition.mp4 |
30.97MB |
1. KNN Intuition.vtt |
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1. MATLAB Graphical User Interface.mp4 |
37.14MB |
1. MATLAB Graphical User Interface.vtt |
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1. Naive Bayesain Intuition (Part 1).mp4 |
50.75MB |
1. Naive Bayesain Intuition (Part 1).vtt |
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1. Sharing results with automatically generated reports.mp4 |
68.19MB |
1. Sharing results with automatically generated reports.vtt |
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1. SVM Intuition.mp4 |
83.31MB |
1. SVM Intuition.vtt |
16.55KB |
10.1 Solutions to Practice Exercise Questions .pdf.pdf |
208.42KB |
10. Concatenating Matrices.mp4 |
33.10MB |
10. Concatenating Matrices.vtt |
33.11MB |
10. Creating time tables.mp4 |
22.77MB |
10. Creating time tables.vtt |
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10. Dealing with Categorical Data (Part 2).mp4 |
49.82MB |
10. Dealing with Categorical Data (Part 2).vtt |
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10. Sign and absolute functions.mp4 |
36.69MB |
10. Sign and absolute functions.vtt |
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10. Solutions to practice exercise questions.html |
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10. Two y-axis on the same plot.mp4 |
39.68MB |
10. Two y-axis on the same plot.vtt |
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11.1 Practice Exercise Questions (Challenge) .pdf.pdf |
261.46KB |
11. Animated Line.mp4 |
40.24MB |
11. Animated Line.vtt |
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11. Converting numbers between different bases.mp4 |
46.66MB |
11. Converting numbers between different bases.vtt |
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11. Finding non-zero elements.mp4 |
41.51MB |
11. Finding non-zero elements.vtt |
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11. Properties, sorting and data selection in time tables.mp4 |
16.11MB |
11. Properties, sorting and data selection in time tables.vtt |
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11. Test yourself (Challenge) Have fun with some practice questions.html |
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11. Your Preprocessing Template.mp4 |
33.30MB |
11. Your Preprocessing Template.vtt |
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12. Checking for existence of scripts, files, folders, variables or functions.mp4 |
34.91MB |
12. Checking for existence of scripts, files, folders, variables or functions.vtt |
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12. Concatenating time tables.mp4 |
19.38MB |
12. Concatenating time tables.vtt |
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12. Discretizing your data.mp4 |
87.09MB |
12. Discretizing your data.vtt |
84.15MB |
12. Frequency of values within a vector.mp4 |
46.43MB |
12. Frequency of values within a vector.vtt |
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13.1 Practice Exercise Question.pdf.pdf |
358.87KB |
13.1 Practice Exercise Questions (Beginner).pdf.pdf |
294.78KB |
13. Indexing and retrieving data based on row times.mp4 |
5.63MB |
13. Indexing and retrieving data based on row times.vtt |
2.64KB |
13. Manipulating Directory (Part 1).mp4 |
78.55MB |
13. Manipulating Directory (Part 1).vtt |
78.56MB |
13. Test yourself Have fun with some practice questions.html |
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13. Test yourself Have fun with some practice questions (Beginner level).html |
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14.1 Solutions to Practice Exercise Question.pdf.pdf |
198.99KB |
14.1 Solutions to Practice Exercise Question (Beginner).pdf.pdf |
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14. Manipulating Directory (Part 2).mp4 |
67.20MB |
14. Manipulating Directory (Part 2).vtt |
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14. NEW Dealing with missing data.mp4 |
18.79MB |
14. NEW Dealing with missing data.vtt |
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14. Solutions to practice exercise questions.html |
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14. Solutions to practice exercise questions (Beginner level).html |
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15.1 Practice Exercise Questions (Advance).pdf.pdf |
323.87KB |
15. Hey Don't Foget to Test youself on a Quiz.html |
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15. Processing text files.mp4 |
116.77MB |
15. Processing text files.vtt |
14.85KB |
15. Test yourself Have fun with some practice questions (Advance level).html |
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16.1 Project .pdf.pdf |
295.26KB |
16.1 Solutions to Practice Exercise Question (Advance).pdf.pdf |
304.49KB |
16.2 Example_text.txt.txt |
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16. Project Processing text file and visualizing its results.html |
131B |
16. Solutions to practice exercise questions (Advance level).html |
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17.1 Project Solution.pdf.pdf |
197.52KB |
17. Hey Don't Foget to Test youself on a Quiz.html |
158B |
17. Project solution.html |
53B |
2. 3 sigma rule with deletion strategy.mp4 |
70.31MB |
2. 3 sigma rule with deletion strategy.vtt |
11.32KB |
2. Accessing Data in a Cell.mp4 |
68.61MB |
2. Accessing Data in a Cell.vtt |
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2. Adding Descriptions, Units and Accessing individual columns.mp4 |
17.72MB |
2. Adding Descriptions, Units and Accessing individual columns.vtt |
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2. Basic Maths (addition, multiplication, subtraction and powers).mp4 |
46.38MB |
2. Basic Maths (addition, multiplication, subtraction and powers).vtt |
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2. Categorical data with no order.mp4 |
78.00MB |
2. Categorical data with no order.vtt |
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2. Choosing the number of clusters.mp4 |
67.88MB |
2. Choosing the number of clusters.vtt |
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2. Computing unique elements.mp4 |
69.79MB |
2. Computing unique elements.vtt |
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2. Conditional if statment (Part 2).mp4 |
67.87MB |
2. Conditional if statment (Part 2).vtt |
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2. Converting Cell to other Data Types.mp4 |
25.64MB |
2. Converting Cell to other Data Types.vtt |
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2. Decision Trees in MATLAB.mp4 |
46.02MB |
2. Decision Trees in MATLAB.vtt |
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2. Deletion strategies.mp4 |
66.66MB |
2. Deletion strategies.vtt |
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2. Discriminant Analysis in MATLAB.mp4 |
29.85MB |
2. Discriminant Analysis in MATLAB.vtt |
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2. Ensembles in MATLAB.mp4 |
57.38MB |
2. Ensembles in MATLAB.vtt |
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2. Feature Scalling.mp4 |
69.25MB |
2. Feature Scalling.vtt |
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2. Functions with inputs.mp4 |
43.98MB |
2. Functions with inputs.vtt |
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2. Hierarchical Clustering in MATLAB.mp4 |
59.39MB |
2. Hierarchical Clustering in MATLAB.vtt |
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2. Importing data from excel into MATLAB.mp4 |
43.25MB |
2. Importing data from excel into MATLAB.vtt |
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2. Input output commands.mp4 |
50.57MB |
2. Input output commands.vtt |
50.58MB |
2. Kernel SVM Intuition.mp4 |
19.17MB |
2. Kernel SVM Intuition.vtt |
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2. KNN in MATLAB (Part 1).mp4 |
100.35MB |
2. KNN in MATLAB (Part 1).vtt |
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2. Let's lay foundations for understanding Variables.mp4 |
46.70MB |
2. Let's lay foundations for understanding Variables.vtt |
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2. MATLAB Software (Pricing and Online resources).mp4 |
53.65MB |
2. MATLAB Software (Pricing and Online resources).vtt |
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2. Naive Bayesain Intuition (Part 2).mp4 |
75.12MB |
2. Naive Bayesain Intuition (Part 2).vtt |
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2. Principal Component Analysis.mp4 |
32.17MB |
2. Principal Component Analysis.vtt |
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2. Problem Discription.mp4 |
51.72MB |
2. Problem Discription.vtt |
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2. Retrieving data from a field of a structure.mp4 |
9.14MB |
2. Retrieving data from a field of a structure.vtt |
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2. Section Introduction.mp4 |
10.78MB |
2. Section Introduction.vtt |
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2. Selecting the right method (Part 1).mp4 |
142.49MB |
2. Selecting the right method (Part 1).vtt |
17.81KB |
2. Sharing your results with live scripts.mp4 |
98.29MB |
2. Sharing your results with live scripts.vtt |
10.79KB |
2. Some Common Operations.mp4 |
36.65MB |
2. Some Common Operations.vtt |
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2. Symbolic variables.mp4 |
43.80MB |
2. Symbolic variables.vtt |
26.66MB |
2. Validation Methods (Theory).mp4 |
48.77MB |
2. Validation Methods (Theory).vtt |
12.84KB |
3. 3 sigma rule with filling strategy.mp4 |
40.51MB |
3. 3 sigma rule with filling strategy.vtt |
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3. Adding and deleting elements from a cell.mp4 |
53.90MB |
3. Adding and deleting elements from a cell.vtt |
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3. Categorical data with order.mp4 |
49.33MB |
3. Categorical data with order.vtt |
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3. Computing GCD, LCM, Permutations and Prime numbers.mp4 |
48.56MB |
3. Computing GCD, LCM, Permutations and Prime numbers.vtt |
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3. Concatenating structures.mp4 |
10.16MB |
3. Concatenating structures.vtt |
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3. Converting from other to table data type.mp4 |
8.33MB |
3. Converting from other to table data type.vtt |
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3. Customization Options for Discriminant Analysis.mp4 |
49.59MB |
3. Customization Options for Discriminant Analysis.vtt |
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3. Customization options for Ensembles.mp4 |
111.92MB |
3. Customization options for Ensembles.vtt |
13.36KB |
3. Customizing code templates for completing Task 1 and 2 (Part 1).mp4 |
76.45MB |
3. Customizing code templates for completing Task 1 and 2 (Part 1).vtt |
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3. Determining membership of elements to a matrix.mp4 |
57.44MB |
3. Determining membership of elements to a matrix.vtt |
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3. Differentiation and Integration using symbolic variables.mp4 |
43.54MB |
3. Differentiation and Integration using symbolic variables.vtt |
31.84MB |
3. Different types of variables (Strings, characters and logical).mp4 |
54.83MB |
3. Different types of variables (Strings, characters and logical).vtt |
54.84MB |
3. Discretization using Equal width binning.mp4 |
118.49MB |
3. Discretization using Equal width binning.vtt |
16.76KB |
3. For loops for interating through your code.mp4 |
77.90MB |
3. For loops for interating through your code.vtt |
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3. Functions with multiple inputs and outputs.mp4 |
50.00MB |
3. Functions with multiple inputs and outputs.vtt |
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3. Hierarchical Clustering Intuition (Part 2).mp4 |
145.44MB |
3. Hierarchical Clustering Intuition (Part 2).vtt |
20.91KB |
3. Importing data in different formats (N).mp4 |
66.11MB |
3. Importing data in different formats (N).vtt |
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3. Importing the Dataset.mp4 |
61.61MB |
3. Importing the Dataset.vtt |
8.25KB |
3. k-means in MATLAB (Part 1).mp4 |
110.00MB |
3. k-means in MATLAB (Part 1).vtt |
13.57KB |
3. KNN in MATLAB (Part 2).mp4 |
98.57MB |
3. KNN in MATLAB (Part 2).vtt |
13.63KB |
3. More input output commands.mp4 |
48.79MB |
3. More input output commands.vtt |
7.85KB |
3. Naive Bayesain in MATLAB.mp4 |
46.63MB |
3. Naive Bayesain in MATLAB.vtt |
6.48KB |
3. PCA in MATLAB (Part 1).mp4 |
136.00MB |
3. PCA in MATLAB (Part 1).vtt |
14.12KB |
3. Selecting and reordering rows.mp4 |
10.22MB |
3. Selecting and reordering rows.vtt |
5.55KB |
3. Selecting the right method (Part 2).mp4 |
103.19MB |
3. Selecting the right method (Part 2).vtt |
12.28KB |
3. SVM in MATLAB.mp4 |
44.74MB |
3. SVM in MATLAB.vtt |
7.52KB |
3. Using mean and mode.mp4 |
77.38MB |
3. Using mean and mode.vtt |
10.83KB |
3. Validation methods in MATLAB (Part 1).mp4 |
102.81MB |
3. Validation methods in MATLAB (Part 1).vtt |
12.58KB |
3. Visualizing Decision Trees using the View Function.mp4 |
70.47MB |
3. Visualizing Decision Trees using the View Function.vtt |
9.57KB |
4. Box plots and iterquartile rule.mp4 |
22.18MB |
4. Box plots and iterquartile rule.vtt |
8.87KB |
4. Concatenating cells and passing cell contents to a function.mp4 |
60.97MB |
4. Concatenating cells and passing cell contents to a function.vtt |
8.30KB |
4. Considering as a special value.mp4 |
47.53MB |
4. Considering as a special value.vtt |
7.42KB |
4. Converting from table to other data type.mp4 |
11.29MB |
4. Converting from table to other data type.vtt |
6.16KB |
4. Creating scripts and understanding commenting and semicolon effect.mp4 |
46.09MB |
4. Creating scripts and understanding commenting and semicolon effect.vtt |
6.92KB |
4. Customization Options for Decision Trees.mp4 |
97.74MB |
4. Customization Options for Decision Trees.vtt |
9.46KB |
4. Customization Options for Naive Bayesain.mp4 |
38.22MB |
4. Customization Options for Naive Bayesain.vtt |
4.10KB |
4. Customization Options for SVM.mp4 |
97.36MB |
4. Customization Options for SVM.vtt |
10.14KB |
4. Customizing code templates for completing Task 1 and 2 (Part 2).mp4 |
50.82MB |
4. Customizing code templates for completing Task 1 and 2 (Part 2).vtt |
6.05KB |
4. Discretization using Equal Frequency binning.mp4 |
61.48MB |
4. Discretization using Equal Frequency binning.vtt |
8.43KB |
4. Frequency based encoding4.mp4 |
111.81MB |
4. Frequency based encoding4.vtt |
13.93KB |
4. k-means in MATLAB (Part 2).mp4 |
122.42MB |
4. k-means in MATLAB (Part 2).vtt |
18.21KB |
4. Nested For Loops.mp4 |
59.18MB |
4. Nested For Loops.vtt |
8.54KB |
4. PCA in MATLAB (Part 2).mp4 |
150.44MB |
4. PCA in MATLAB (Part 2).vtt |
18.30KB |
4. Plotting data.mp4 |
76.86MB |
4. Plotting data.vtt |
10.19KB |
4. Removing Missing Data (Part 1).mp4 |
74.54MB |
4. Removing Missing Data (Part 1).vtt |
8.20KB |
4. Returning from a function.mp4 |
46.75MB |
4. Returning from a function.vtt |
7.93KB |
4. Shifting matrix elements.mp4 |
44.06MB |
4. Shifting matrix elements.vtt |
5.61KB |
4. Solving Equations.mp4 |
71.72MB |
4. Solving Equations.vtt |
11.86KB |
4. Sorting rows or a table.mp4 |
8.18MB |
4. Sorting rows or a table.vtt |
4.00KB |
4. Spread Sheet link (Introduction and installation).mp4 |
53.47MB |
4. Spread Sheet link (Introduction and installation).vtt |
6.54KB |
4. Storing data from a structure field into a variable.mp4 |
10.80MB |
4. Storing data from a structure field into a variable.vtt |
5.74KB |
4. Trignometric functions.mp4 |
40.91MB |
4. Trignometric functions.vtt |
6.22KB |
4. Validation methods in MATLAB (Part 2).mp4 |
87.52MB |
4. Validation methods in MATLAB (Part 2).vtt |
9.22KB |
4. Visualizing the Decision Boundaries of KNN.mp4 |
87.55MB |
4. Visualizing the Decision Boundaries of KNN.vtt |
13.87KB |
5. Class specific box plots.mp4 |
115.71MB |
5. Class specific box plots.vtt |
16.97KB |
5. Class specific mean and mode.mp4 |
95.11MB |
5. Class specific mean and mode.vtt |
13.16KB |
5. Customizing code templates for completing Task 3, 4 and 5.mp4 |
171.89MB |
5. Customizing code templates for completing Task 3, 4 and 5.vtt |
171.91MB |
5. Data selection with the colon operator.mp4 |
49.67MB |
5. Data selection with the colon operator.vtt |
6.61KB |
5. Determinant, inverse and diagnal elements.mp4 |
26.74MB |
5. Determinant, inverse and diagnal elements.vtt |
4.29KB |
5. Evaluating Classifiers in MATLAB.mp4 |
67.93MB |
5. Evaluating Classifiers in MATLAB.vtt |
9.28KB |
5. Explaining the code for visualization.mp4 |
91.40MB |
5. Explaining the code for visualization.vtt |
10.42KB |
5. More operations on a structure.mp4 |
9.29MB |
5. More operations on a structure.vtt |
4.16KB |
5. More properties of a table.mp4 |
4.46MB |
5. More properties of a table.vtt |
1.89KB |
5. Passing data between excel and MATLAB.mp4 |
59.82MB |
5. Passing data between excel and MATLAB.vtt |
8.02KB |
5. Plotting 3-D data.mp4 |
35.98MB |
5. Plotting 3-D data.vtt |
5.25KB |
5. Removing Missing Data (Part 2).mp4 |
72.30MB |
5. Removing Missing Data (Part 2).vtt |
7.10KB |
5. Set operations (Union, intersection, complement and others).mp4 |
40.53MB |
5. Set operations (Union, intersection, complement and others).vtt |
6.03KB |
5. Symbolic Functions.mp4 |
26.49MB |
5. Symbolic Functions.vtt |
4.84KB |
5. Target based encoding.mp4 |
71.45MB |
5. Target based encoding.vtt |
9.91KB |
5. While loops (when you don't know the number of iterations).mp4 |
87.81MB |
5. While loops (when you don't know the number of iterations).vtt |
13.33KB |
6.1 Code and Data.zip.zip |
293.77KB |
6. Breaking out from a loop before final condition.mp4 |
47.33MB |
6. Breaking out from a loop before final condition.vtt |
6.98KB |
6. Calling MATLAB functions from Excel.mp4 |
61.32MB |
6. Calling MATLAB functions from Excel.vtt |
7.33KB |
6. Computing statistics of the matrices.mp4 |
66.72MB |
6. Computing statistics of the matrices.vtt |
11.51KB |
6. Creating Map Containers.mp4 |
11.93MB |
6. Creating Map Containers.vtt |
6.07KB |
6. Feature Scaling.mp4 |
75.87MB |
6. Feature Scaling.vtt |
9.53KB |
6. Here is our classification template.mp4 |
43.30MB |
6. Here is our classification template.vtt |
4.49KB |
6. Here is the project.html |
92B |
6. Histograms for outliers.mp4 |
84.06MB |
6. Histograms for outliers.vtt |
14.01KB |
6. More on plotting options.mp4 |
71.75MB |
6. More on plotting options.vtt |
10.26KB |
6. Random Value Imputation.mp4 |
107.42MB |
6. Random Value Imputation.vtt |
14.66KB |
6. Reading and writing tables to memory.mp4 |
35.04MB |
6. Reading and writing tables to memory.vtt |
9.16KB |
6. Relational operations.mp4 |
68.40MB |
6. Relational operations.vtt |
9.80KB |
7.1 data.csv.csv |
2.35KB |
7.2 Practice Exercise Questions.pdf.pdf |
350.40KB |
7. Bar graphs.mp4 |
82.40MB |
7. Bar graphs.vtt |
11.51KB |
7. Commonly used Matrices.mp4 |
24.63MB |
7. Commonly used Matrices.vtt |
3.64KB |
7. Concatenation and more operations on map container.mp4 |
19.77MB |
7. Concatenation and more operations on map container.vtt |
7.26KB |
7. Continue statement for skipping an iteration.mp4 |
55.60MB |
7. Continue statement for skipping an iteration.vtt |
9.11KB |
7. Handling Outliers (Part 1).mp4 |
69.12MB |
7. Handling Outliers (Part 1).vtt |
9.35KB |
7. Handling random numbers.mp4 |
37.91MB |
7. Handling random numbers.vtt |
5.43KB |
7. How to change default options and customize classifiers.mp4 |
57.57MB |
7. How to change default options and customize classifiers.vtt |
7.71KB |
7. Local Outlier Factor (Part 1).mp4 |
19.71MB |
7. Local Outlier Factor (Part 1).vtt |
6.86KB |
7. Storing summary of a table.mp4 |
11.36MB |
7. Storing summary of a table.vtt |
4.19KB |
7. Test yourself Have fun with some practice questions.html |
103B |
8.1 Solutions to Practice Exercise Questions .pdf.pdf |
203.43KB |
8. Adding and deleting columns from a table.mp4 |
8.17MB |
8. Adding and deleting columns from a table.vtt |
2.60KB |
8. Combining plots with hold on.mp4 |
42.33MB |
8. Combining plots with hold on.vtt |
6.73KB |
8. Cross product and dot product.mp4 |
38.67MB |
8. Cross product and dot product.vtt |
5.64KB |
8. Customization options for KNN.mp4 |
94.94MB |
8. Customization options for KNN.vtt |
10.92KB |
8. Handling Outliers (Part 2).mp4 |
41.05MB |
8. Handling Outliers (Part 2).vtt |
5.85KB |
8. Local Outlier Factor (Part 2).mp4 |
97.89MB |
8. Local Outlier Factor (Part 2).vtt |
12.70KB |
8. Solutions to practice exercise questions.html |
69B |
8. Sorting matrix values.mp4 |
60.71MB |
8. Sorting matrix values.vtt |
9.79KB |
8. Switch statements for choice selection.mp4 |
51.69MB |
8. Switch statements for choice selection.vtt |
7.95KB |
9.1 Practice Exercise Question.pdf.pdf |
455.50KB |
9. Adding and deleting rows from a table.mp4 |
11.82MB |
9. Adding and deleting rows from a table.vtt |
6.42KB |
9. Basic logical operation (And, Or and Not).mp4 |
37.54MB |
9. Basic logical operation (And, Or and Not).vtt |
5.48KB |
9. Dealing with Categorical Data (Part 1).mp4 |
81.17MB |
9. Dealing with Categorical Data (Part 1).vtt |
10.31KB |
9. Interacting with the plot using the brush tool.mp4 |
55.21MB |
9. Interacting with the plot using the brush tool.vtt |
8.45KB |
9. Outliers in Categorical Variables.mp4 |
58.10MB |
9. Outliers in Categorical Variables.vtt |
8.04KB |
9. Size and length functions.mp4 |
34.17MB |
9. Size and length functions.vtt |
5.09KB |
9. Test yourself Have fun with some practice questions.html |
114B |