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1.1 Code and Data.zip.zip |
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1.1 Code and Scripts.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. Code and Scripts.html |
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1. Code and Scripts.html |
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1. Conditional if Statements (Part 1).mp4 |
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1. Conditional if Statements (Part 1).vtt |
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1. Converting other data types to cell.mp4 |
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1. Converting other data types to cell.vtt |
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1. Course Introduction.mp4 |
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1. Course Introduction.vtt |
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1. Creating and defining cells.mp4 |
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1. Creating and defining cells.vtt |
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1. Creating Custom built Functions.mp4 |
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1. Creating Custom built Functions.vtt |
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1. Creating structures.mp4 |
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1. Creating structures.vtt |
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1. Creating Tables.mp4 |
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1. Creating Tables.vtt |
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1. Decision trees intuition.mp4 |
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1. Decision trees intuition.vtt |
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1. Discounted coupons for MY other MATLAB courses.html |
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1. Discriminant Analysis Intuition.mp4 |
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1. Discriminant Analysis Intuition.vtt |
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1. Ensembles Intuition.mp4 |
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1. Evaluating Classifiers Confusion matrix (Theory).mp4 |
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1. Evaluating Classifiers Confusion matrix (Theory).vtt |
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1. Hierarchical Clustering Intuition (Part 1).mp4 |
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1. Hierarchical Clustering Intuition (Part 1).vtt |
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1. Introduction to course.mp4 |
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1. Introduction to the section.mp4 |
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1. Introduction to the segment.mp4 |
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1. K-Means Clustering Intuition.mp4 |
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1. KNN Intuition.mp4 |
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1. KNN Intuition.vtt |
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1. MATLAB Graphical User Interface.mp4 |
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1. Naive Bayesain Intuition (Part 1).mp4 |
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1. Sharing results with automatically generated reports.mp4 |
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1. SVM Intuition.mp4 |
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1. SVM Intuition.vtt |
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10.1 Solutions to Practice Exercise Questions .pdf.pdf |
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10. Concatenating Matrices.mp4 |
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10. Concatenating Matrices.vtt |
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10. Creating time tables.mp4 |
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10. Creating time tables.vtt |
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10. Dealing with Categorical Data (Part 2).mp4 |
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10. Dealing with Categorical Data (Part 2).vtt |
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10. Sign and absolute functions.mp4 |
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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 |
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10. Two y-axis on the same plot.vtt |
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11.1 Practice Exercise Questions (Challenge) .pdf.pdf |
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11. Animated Line.mp4 |
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11. Animated Line.vtt |
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11. Converting numbers between different bases.mp4 |
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11. Converting numbers between different bases.vtt |
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11. Finding non-zero elements.mp4 |
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11. Finding non-zero elements.vtt |
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11. Properties, sorting and data selection in time tables.mp4 |
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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 |
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11. Your Preprocessing Template.vtt |
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12. Checking for existence of scripts, files, folders, variables or functions.mp4 |
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12. Checking for existence of scripts, files, folders, variables or functions.vtt |
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12. Concatenating time tables.mp4 |
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12. Concatenating time tables.vtt |
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12. Discretizing your data.mp4 |
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12. Frequency of values within a vector.mp4 |
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12. Frequency of values within a vector.vtt |
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13.1 Practice Exercise Question.pdf.pdf |
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13.1 Practice Exercise Questions (Beginner).pdf.pdf |
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13. Indexing and retrieving data based on row times.mp4 |
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13. Indexing and retrieving data based on row times.vtt |
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13. Manipulating Directory (Part 1).mp4 |
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13. Manipulating Directory (Part 1).vtt |
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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 |
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14.1 Solutions to Practice Exercise Question (Beginner).pdf.pdf |
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14. Manipulating Directory (Part 2).mp4 |
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14. NEW Dealing with missing data.mp4 |
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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 |
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15. Hey Don't Foget to Test youself on a Quiz.html |
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15. Processing text files.mp4 |
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15. Processing text files.vtt |
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15. Test yourself Have fun with some practice questions (Advance level).html |
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16.1 Project .pdf.pdf |
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16.1 Solutions to Practice Exercise Question (Advance).pdf.pdf |
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16.2 Example_text.txt.txt |
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16. Project Processing text file and visualizing its results.html |
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16. Solutions to practice exercise questions (Advance level).html |
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17.1 Project Solution.pdf.pdf |
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17. Hey Don't Foget to Test youself on a Quiz.html |
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17. Project solution.html |
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2. 3 sigma rule with deletion strategy.mp4 |
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2. 3 sigma rule with deletion strategy.vtt |
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2. Accessing Data in a Cell.mp4 |
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2. Accessing Data in a Cell.vtt |
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2. Adding Descriptions, Units and Accessing individual columns.mp4 |
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2. Adding Descriptions, Units and Accessing individual columns.vtt |
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2. Basic Maths (addition, multiplication, subtraction and powers).mp4 |
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2. Basic Maths (addition, multiplication, subtraction and powers).vtt |
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2. Categorical data with no order.mp4 |
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2. Categorical data with no order.vtt |
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2. Choosing the number of clusters.mp4 |
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2. Choosing the number of clusters.vtt |
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2. Computing unique elements.mp4 |
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2. Computing unique elements.vtt |
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2. Conditional if statment (Part 2).mp4 |
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2. Conditional if statment (Part 2).vtt |
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2. Converting Cell to other Data Types.mp4 |
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2. Converting Cell to other Data Types.vtt |
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2. Decision Trees in MATLAB.mp4 |
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2. Decision Trees in MATLAB.vtt |
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2. Deletion strategies.mp4 |
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2. Deletion strategies.vtt |
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2. Discriminant Analysis in MATLAB.mp4 |
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2. Discriminant Analysis in MATLAB.vtt |
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2. Ensembles in MATLAB.mp4 |
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2. Ensembles in MATLAB.vtt |
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2. Feature Scalling.mp4 |
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2. Feature Scalling.vtt |
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2. Functions with inputs.mp4 |
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2. Functions with inputs.vtt |
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2. Hierarchical Clustering in MATLAB.mp4 |
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2. Hierarchical Clustering in MATLAB.vtt |
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2. Importing data from excel into MATLAB.mp4 |
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2. Importing data from excel into MATLAB.vtt |
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2. Input output commands.mp4 |
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2. Input output commands.vtt |
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2. Kernel SVM Intuition.mp4 |
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2. Kernel SVM Intuition.vtt |
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2. KNN in MATLAB (Part 1).mp4 |
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2. KNN in MATLAB (Part 1).vtt |
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2. Let's lay foundations for understanding Variables.mp4 |
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2. Let's lay foundations for understanding Variables.vtt |
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2. MATLAB Software (Pricing and Online resources).mp4 |
53.65Мб |
2. MATLAB Software (Pricing and Online resources).vtt |
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2. Naive Bayesain Intuition (Part 2).mp4 |
75.12Мб |
2. Naive Bayesain Intuition (Part 2).vtt |
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2. Principal Component Analysis.mp4 |
32.17Мб |
2. Principal Component Analysis.vtt |
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2. Problem Discription.mp4 |
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2. Problem Discription.vtt |
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2. Retrieving data from a field of a structure.mp4 |
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2. Retrieving data from a field of a structure.vtt |
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2. Section Introduction.mp4 |
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2. Section Introduction.vtt |
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2. Selecting the right method (Part 1).mp4 |
142.49Мб |
2. Selecting the right method (Part 1).vtt |
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2. Sharing your results with live scripts.mp4 |
98.29Мб |
2. Sharing your results with live scripts.vtt |
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2. Some Common Operations.mp4 |
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2. Some Common Operations.vtt |
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2. Symbolic variables.mp4 |
43.80Мб |
2. Symbolic variables.vtt |
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2. Validation Methods (Theory).mp4 |
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2. Validation Methods (Theory).vtt |
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3. 3 sigma rule with filling strategy.mp4 |
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3. 3 sigma rule with filling strategy.vtt |
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3. Adding and deleting elements from a cell.mp4 |
53.90Мб |
3. Adding and deleting elements from a cell.vtt |
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3. Categorical data with order.mp4 |
49.33Мб |
3. Categorical data with order.vtt |
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3. Computing GCD, LCM, Permutations and Prime numbers.mp4 |
48.56Мб |
3. Computing GCD, LCM, Permutations and Prime numbers.vtt |
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3. Concatenating structures.mp4 |
10.16Мб |
3. Concatenating structures.vtt |
5.37Кб |
3. Converting from other to table data type.mp4 |
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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 |
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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 |
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3. For loops for interating through your code.vtt |
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3. Functions with multiple inputs and outputs.mp4 |
50.00Мб |
3. Functions with multiple inputs and outputs.vtt |
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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 |
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3. Importing the Dataset.mp4 |
61.61Мб |
3. Importing the Dataset.vtt |
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3. k-means in MATLAB (Part 1).mp4 |
110.00Мб |
3. k-means in MATLAB (Part 1).vtt |
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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 |
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3. Naive Bayesain in MATLAB.mp4 |
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3. Naive Bayesain in MATLAB.vtt |
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3. PCA in MATLAB (Part 1).mp4 |
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3. PCA in MATLAB (Part 1).vtt |
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3. Selecting and reordering rows.mp4 |
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3. Selecting and reordering rows.vtt |
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3. Selecting the right method (Part 2).mp4 |
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3. Selecting the right method (Part 2).vtt |
12.28Кб |
3. SVM in MATLAB.mp4 |
44.74Мб |
3. SVM in MATLAB.vtt |
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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 |
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4. Concatenating cells and passing cell contents to a function.mp4 |
60.97Мб |
4. Concatenating cells and passing cell contents to a function.vtt |
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4. Considering as a special value.mp4 |
47.53Мб |
4. Considering as a special value.vtt |
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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 |