The Complete MATLAB Programming Master Class Bundle

Description

MATLAB allows matrix manipulations, plotting of functions and data, implementation of algorithms, creating of user interfaces, and interfacing with programs written in other languages. That’s all well and good, but it means nothing if you don’t have a firm grasp of the data types used within MATLAB. In this course you’ll cover not just data types, but also dive into their functions and how to perform conversions to make analysis and programming a greater experience.

• Access 31 lectures & 3 hours of content 24/7
• Learn the essential, unique MATLAB data types necessary for MATLAB programming & data analysis
• Use different data types & structures such as cells, tables, time tables, structures, & map containers
• Convert between different data types

Description

From cars to aircraft and even interplanetary rockets, control systems are everywhere; and they’re what allow complicated machines to do precisely what we need them to with astounding precision. Using Simulink and MATLAB, this course will show you how to simulate a Tesla Model S P85 and design your very own cruise control system—an impressive feat for students, hobbyists, and engineers looking to sharpen their skills.

• Access 11 lectures & 2 hours of training 24/7
• Learn how to design your own cruise control system for a Tesla Model S
• Understand & harness the physics behind any electric car
• Use Simulink to establish the mathematical model of an electric DC motor
• Implement an engineering model in Simulink using blocks, transfer functions & MATLAB functions

Description

If you want to fully equip yourself with the art of applied machine learning using MATLAB, this course is for you. You’ll start with a practical tutorial of MATLAB and scale up slowly, learning how to apply data preprocessing techniques without performing complicated math. By the end of this course, you’ll know the most commonly used data preprocessing techniques that you can use to instantly maximize your insight into data sets.

• Access 30 lectures & 4 hours of content 24/7
• Get an introduction to MATLAB
• Learn how to handle missing values
• Deal w/ categorical variables
• Understand how to detect outliers
• Discuss feature scaling & data discretization

Description

This basic course will teach you how to create graphical user interfaces in MATLAB using the GUIDE utility. Through this course, you’ll transform your code into an attractive piece of software that users can actually interact with. By course’s end, you’ll be able to not just write MATLAB code, but make it far more presentable and useable.

• Access 40 lectures & 2 hours of content 24/7
• Become a confident user of GUIDE
• Work w/ graphical user interface controls like text boxes, buttons, check boxes, & more
• Understand how to link code w/ the GUI

Description

The App Designer utility in MATLAB contains many new design components absent in GUIDE, and allows you to take your GUI-creating skills to a whole new level. Through this course you’ll learn how to optimize App Designer to transform your code into interactive software in more advanced and technical ways.

• Access 40 lectures & 2 hours of content 24/7
• Work w/ graphical user interface controls like text boxes, buttons, check boxes, & more
• Become a confident user of App Designer to create great GUI for your programs
• Create your own GUIs from scratch

Description

MATLAB (Matrix Laboratory) is a multi-paradigm numerical computing environment and programming language that is frequently used by engineering and science students. In this course, you will be introduced to MATLAB at a beginner level, and will gradually move into more advanced topics. The key benefit of MATLAB is how it makes programming accessible to everyone, allowing you to resolve complex problems with less complex code.

• Access 79 lectures & 6 hours of content 24/7
• Use MATLAB confidently to solve problems
• Run scripts, write code, & do data analysis & visualization
• Solve equations, do math operations, & manipulate matrices
• Reinforce your understanding w/ added practice questions & solutions
• Formulate your own logic & convert complex problems into MATLAB code & solve them using programming skills

Description

As the name suggests, classification algorithms are what allow computers to well…classify new observations, like how your inbox decides which incoming emails are spam or how Siri recognizes your voice. This course will show you how to implement classification algorithms using MATLAB, one of the most powerful tools inside a data scientist’s toolbox. Following along step-by-step, you’ll start with the MATLAB basics then move on to working with key classification algorithms, like K-Nearest Neighbor, Discriminant Analysis, and more as you come to grips with this machine learning essential. Upon completion of this course, and all courses included in the bundle, you’ll also receive a certification of completion validating your new skills! This is especially useful for including in your portfolio or resume, so future employers can feel confident in your skill set.

• Access 51 lectures & 6 hours of content 24/7
• Explore the MATLAB basics & the Statistic and Machine Learning toolbox
• Familiarize yourself w/ key classification algorithms, like K-Nearest Neighbor & Decision Trees
• Learn how to confidently implement machine learning algorithms using MATLAB
• Understand how to perform a meaningful analysis of your data & share it w/ others

Description

Practical and hands-on, this beginner-friendly course covers clustering and classification algorithms, two machine learning essentials that help computers organize the data they receive. Whether it’s Siri recognizing your voice or a marketing program identifying the best customers, these algorithms pave the way for many of today’s AI breakthroughs, and you’ll come to implement them both with MATLAB.

• Access 62 lectures & 9 hours of content 24/7
• Learn how to implement classification & clustering algorithms using MATLAB
• Get a beginner-friendly introduction to coding w/ MATLAB
• Develop real skills by learning from a malware analysis project

Description

Excel is a phenomenal data-crunching tool, but even this ubiquitous program has its limitations. In this course, you’ll learn how to optimize MATLAB to overcome the shortcomings Excel often burdens tech professionals with. You’ll focus on how to supplement the capabilities of Excel by having access to thousands of customized mathematical and advanced analysis functions, flexible visualization tools, and the ability to automate your analysis workflows—all available in MATLAB.

• Access 25 lectures & 1 hours of content 24/7
• Access & import data from Excel files
• Learn how to import, preprocess, analyze, visualize & generate data analysis reports
• Customize the visualization of data
• Learn statistical models that fit w/ data
• Generate reports for sharing w/ others

Description

This best-selling course will cover the basics of Simulink, showing you how to create Simulink models and run simulations of physical systems. The course includes a unique project-based learning approach and you are going to learn by doing

• Access 49 lectures & 4 hours of content 24/7
• Experience a true practical project-based learning experience by building 10 Simulink projects
• Access all the Simulink models & slides