This course is for you if you want to fully equip yourself with the art of applied machine learning using MATLAB. This course is also for you if you want to apply the most commonly used data preprocessing techniques without having to learn all the complicated maths. Additionally, this course is also for you if you have had previous hours and hours of machine learning implementation but could never figure out how to further improve the peformance of the machine learning algorithms. By the end of this course, you will have at your fingertips, a vast variety of most commonly used data preprocessing techniques that you can use instantly to maximize your insight into your data set.
The approach in this course is very practical and we will start everything from very scratch. We will immediately start coding after a couple of introductory tutorials and we try to keep the theory to bare minimal. All the coding will be done in MATLAB which is one of the fundamental programming languages for engineer and science students and is frequently used by top data science research groups world wide.
Below is the brief outline of this course.
- Segment 1: Introduction to course and MATLAB
- Segment 2: Handling Missing Values
- Segment 3: Dealing with Categorical Variables
- Segment 4: Outlier Detection
- Segment 5: Feature Scaling and Data Discretization
- Segment 6: Project: Selecting Techniques for your Dataset
Your Benefits and Advantages:
- You will be sure of receiving quality contents from the instructors.
- You have lifetime access to the course.
- You have instant and free access to any updates i add to the course.
- You have access to all Questions and discussions initiated by other students.
- You will receive my support regarding any issues related to the course.
- Check out the curriculum and Freely available lectures for a quick insight.
- It's time to take Action!
Who should take this course
Students, Entrepreneurs, Researchers, Instructors, Engineers, Programmers, Simulators
Anyone who want to analyze the data
Course Completion Certificate
What will you learn
- How to effectively proprocess data before analysis
- How to implement different preprocessing methods using matlab
- Take away code templates for quickly preprocessing your data
- Decide which method choose for your dataset
About Course Provider
Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.
With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.
Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.
How to enroll?
You can book the course instantly by paying on GulfTalent.