FreeCourseSite com Udemy MATLAB Master Class Go from Beginner to Expert in MATLAB |
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Name |
[FreeCourseSite.com] Udemy - MATLAB Master Class Go from Beginner to Expert in MATLAB |
DOWNLOAD Copy Link |
Total Size |
10.8 GB |
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Total Files |
421 |
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Last Seen |
2024-11-20 00:30 |
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Hash |
94D12CD00A9521BF3D979A5E2CA34D14EA6B814C |
/0. Websites you may like/ |
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/1. Course and Instructor Introduction/ |
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24.6 MB |
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/10. Segment 1.8 Making your own functions/ |
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/11. Segment 1.9 Sharing your MATLAB Results/ |
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/12. ------------ Part 2 Advance MATLAB Data Types ----------------------/ |
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/13. Segment 2.1 Cell Data Type/ |
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4. Concatenating cells and passing cell contents to a function.mp4 |
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4. Concatenating cells and passing cell contents to a function.vtt |
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/14. Segment 2.2 Tables and Time Tables/ |
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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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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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/15. Segment 2.3 Working with Structures and Map Container Data Type/ |
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/16. Segment 2.4 Data Types Conversions/ |
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/17. ----------- Part 3 Machine Learning for Data Science using MATLAB ------------/ |
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/18. Segment 3.1 Data Preprocessing/ |
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/19. Segment 3.2 Classification/ |
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/2. ------------ Part 1 MATLAB from Beginer to Advance -----------------/ |
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/20. Segment 3.2.1 K-Nearest Neighbor/ |
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7. How to change default options and customize classifiers.mp4 |
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7. How to change default options and customize classifiers.vtt |
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/21. Segment 3.2.2 Naive Bayes/ |
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/22. Segment 3.2.3 Decision Trees/ |
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/23. Segment 3.2.4 Support Vector Machines/ |
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/24. Segment 3.2.5 Discriminant Analysis/ |
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/25. Segment 3.2.6 Ensembles/ |
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/26. Segment 3.2.7 Performance Evaluation/ |
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/27. Segment 3.3 Clustering/ |
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/28. Segment 3.3.1 K-Means/ |
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/29. Segment 3.3.2 Hierarchical Clustering/ |
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/3. Segment 1.1 Handling variables and Creating Scripts/ |
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3. Different types of variables (Strings, characters and logical).mp4 |
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3. Different types of variables (Strings, characters and logical).vtt |
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4. Creating scripts and understanding commenting and semicolon effect.mp4 |
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4. Creating scripts and understanding commenting and semicolon effect.vtt |
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/30. Segment 3.4 Dimensionality Reduction/ |
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/31. Segment 3.5 Project Malware Analysis/ |
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3. Customizing code templates for completing Task 1 and 2 (Part 1).mp4 |
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3. Customizing code templates for completing Task 1 and 2 (Part 1).vtt |
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4. Customizing code templates for completing Task 1 and 2 (Part 2).mp4 |
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4. Customizing code templates for completing Task 1 and 2 (Part 2).vtt |
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5. Customizing code templates for completing Task 3, 4 and 5.mp4 |
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5. Customizing code templates for completing Task 3, 4 and 5.vtt |
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/32. ------------- Part 4 Data Preprocessing for Machine Learning using MATLAB -----/ |
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/33. Segment 4.1 Handling Missing Values/ |
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/34. Segment 4.2 Dealing with Categorical Variables/ |
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/35. Segment 4.3 Outlier Detection/ |
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/36. Segment 4.4 Feature Scaling and Data Discretization/ |
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/37. Segment 4.5 Project Selecting the Right Method for your Data/ |
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/38. BONUS Discounted Coupons for my other MATLAB Courses/ |
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/4. Segment 1.2 Doing Basic Maths in MATLAB/ |
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13. Test yourself Have fun with some practice questions.html |
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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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5. Set operations (Union, intersection, complement and others).mp4 |
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5. Set operations (Union, intersection, complement and others).vtt |
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/5. Segment 1.3 Operations on Matrices/ |
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13. Test yourself Have fun with some practice questions (Beginner level).html |
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14. Solutions to practice exercise questions (Beginner level).html |
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14.1 Solutions to Practice Exercise Question (Beginner).pdf.pdf |
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15. Test yourself Have fun with some practice questions (Advance level).html |
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16. Solutions to practice exercise questions (Advance level).html |
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16.1 Solutions to Practice Exercise Question (Advance).pdf.pdf |
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/6. Segment 1.4 Advance Math Functions with Symbolic Data Type/ |
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3. Differentiation and Integration using symbolic variables.mp4 |
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3. Differentiation and Integration using symbolic variables.vtt |
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/7. Segment 1.5 Interacting with MATLAB and Graphics/ |
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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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16. Project Processing text file and visualizing its results.html |
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/8. Segment 1.6 Importing Data into MATLAB/ |
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/9. Segment 1.7 MATLAB Programming/ |
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11. Test yourself (Challenge) Have fun with some practice questions.html |
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5. While loops (when you don't know the number of iterations).mp4 |
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5. While loops (when you don't know the number of iterations).vtt |
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