“MATLAB programming, data structures, apps, data science, regular expressions, text processing, task automation”
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课程内容
“Course and Instructor Introduction ———— Part 1: MATLAB from Beginer to Advance —————– 1.1: Handling variables and Creating Scripts 1.2: Doing Basic Maths in MATLAB 1.3: Operations on Matrices Section 1.4: Lets Learn Problem Solving and Have Some Practice 1.5: Advance Math Functions with Symbolic Data Type 1.6: Interacting with MATLAB and Graphics 1.7: Importing Data into MATLAB 1.8a: MATLAB Programming Section 1.8b: Polishing Programming Skills with More Practice 1.8: Making your own functions 1.9: Sharing your MATLAB Results ———— Part 2: Advance MATLAB Data Types ———————- 2.1: Cell Data Type 2.2: Tables and Time Tables 2.3: Working with Structures and Map Container Data Type 2.4: Data Types Conversions ———– Part 3: Machine Learning for Data Science using MATLAB ———— 3.1: Data Preprocessing 3.2: Classification 3.2.1: K-Nearest Neighbor 3.2.2: Naive Bayes 3.2.3: Decision Trees 3.2.4: Support Vector Machines 3.2.5: Discriminant Analysis 3.2.6: Ensembles 3.2.7: Performance Evaluation 3.3: Clustering 3.3.1: K-Means 3.3.2: Hierarchical Clustering 3.4: Dimensionality Reduction 3.5: Project: Malware Analysis ————- Part 4: Data Preprocessing for Machine Learning using MATLAB —– 4.1: Handling Missing Values 4.2: Dealing with Categorical Variables 4.3: Outlier Detection 4.4: Feature Scaling and Data Discretization 4.5: Project: Selecting the Right Method for your Data ————- Part 5: Automate your Tasks using MATLAB —— 5.1: Controlling Mouse and Keyboards to Automate Tasks 5.2: Emails, Web and Running Scripts from Command Window 5.3: Automatically Moving Deleting and Browsing Files 5.4: Exceptions, assert, startup, finish, diary 5.5: Automate user interactions 5.6: Code debuggging and analyzer 5.7: Textual processing for automatic summarization of contents 5.8: Generating ppts, word documents and pdfs ———– Part 6: Regular Expressions using Matlab ———— 6.1: Introduction to Regular Expressions 6.2: Character Classes 6.3: Anchors and Word Boundaries 6.4: Repetitiongs using Quantifiers 6.5: Group Constructs 6.6: Assertions, Conditions and Backreferencing 6.7: Practical Examples ———– Part 7: Matlab App Designing Using Guide ———— 7.1: Basics of the Guide 7.2: Linking the code with the GUI 7.3: Advance techniques for GUIDE 7.4: Sample projects with GUIDE 7.5: More Useful Tricks and Examples with GUIDE ———– Part 8: Create MATLAB Apps with App Designer ———— 8.1: Basics of AppDesigner 8.2: Coding GUI’s 8.3: Advance techniques 8.4: Sample projects with App Designer BONUS: Discounted Coupons for my other MATLAB Courses”
“This is the last time, you wish you could be a Matlab Programmer”
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课程内容
“Introduction to the Course Introduction to Matlab Software and Matlab Suite How to work with Mathematics in Matlab? How create, define and use Variables in Matlab like a pro? Trigonometric Functions in Matlab Complex Numbers in Matlab Programming Vectors in Matlab – Let’s lay the foundation Matrices – Let’s see the Power of Matlab Introduction to Calculus, and Engineering Functions in MATLAB Graphs & Plots in Matlab Loops, Conditions, and Intro to Programming in Matlab Let’s Code some Matlab Projects in Matlab (Codes included) How to Import Data from Excel to Matlab and Manipulate it Bonus Materials Intermediate & Advanced Matlab Topics Data Types and Commands Working with Files Matrix in Matlab Scripts, Functions and M-Files in Matlab Advanced Plotting in Matlab Functions in Matlab Logical Statement & Operations in Matlab Additional Matlab Projects Next Steps”
Become an expert in MATLAB Programming and Scientific Computing. Advance your career in Engineering Physics Biology etc
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课程内容
“Course Introduction Getting Started Vectors and Variables Command Statements Import and Export Data Translate Formulas into Code Descriptive Statistics 2D Plotting 3D Plotting Segmentation Data Animations Graphical User Interfaces Functions and Anonymous Functions Find, Min, Max Calculus and Differential Equations Cleaning Univariate Time Series Cleaning Multivariate Time Series Time Series Analysis Spectral Analysis Matrix Analysis Circular Distributions and Analyses Fractal Time Series and Images Nonparametric Statistics Nonlinear Model Fitting Bonus section”
“Learn the key MATLAB programming skills that separate experts from novices: debugging, functions, and visualization”
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课程内容
“Introductions Download all course materials The MATLAB desktop environment Variables Scripts and functions, part 1 Getting data into and out of MATLAB Control statements Visualizing data and functions Functions, part 2 Debugging Bonus section”
“Learn From Top MATLAB Experts In The Field – MATLAB Basics, High Quality Code, Data Visualization, Loops and much more!”
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课程内容
“Introduction Variables and Basic Functions in MATLAB Basic Arithmetic Operations and Code Documentation The Basics of Vectors in MATLAB Advanced Vector Techniques in MATLAB The Basics of Matrices in MATLAB Advanced Matrix Techniques in MATLAB Data Visualization – Visualize Your Data in a Meaningful Way, Express Yourself Conditional Statements – Control the Flow In Your Code Loops – Write Less Code Projects Parts 14 to 18 – Loops Functions – Reuse Code Bonus Section”
Learn basics of MATLAB Simulink to simulate different electric components in MATLAB Simulink for electrical engineering
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课程内容
Introduction To MATLAB Matrices In MATLAB Elementary Mathematics in MATLAB Graphics In MATLAB Programming With MATLAB Data Import & Analysis In MATLAB Symbolic Math Toolbox In MATLAB Applications On Matrices In MATLAB Electric Circuits Simulations Resonance Simulations Using Simulink In MATLAB Power Electronics Simulations Using Simulink In MATLAB Solar Energy Simulation Using Simulink In MATLAB Wind Energy Simulation Using Simulink In MATLAB DC Motor Simulation Using Simulink In MATLAB Induction Motor Simulation Using Simulink In MATLAB Synchronous Generator Simulation In Simulink Of MATLAB Power System Simulations PID Controller In MATLAB
“Learn Simulink by modeling power electronics devices (rectifiers, dc-to-dc converters & inverters) in MATLAB/Simulink”
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课程内容
Course Introduction Introduction to MATLAB/Simulink for Power Electronics Rectifier Simulations in MATLAB/Simulink DC-to-DC Converter Simulations in MATLAB/Simulink Inverter Simulations in MATLAB/Simulink Course Exam Bonus Section
有数以千计的在线课程和课程可以帮助您提高 MATLAB 技能并获得 MATLAB 证书。