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    Data Preprocessing For Machine Learning Using MATLAB | Simpliv

    Course by Simpliv LLC

    (Course Id: 245088 | 93 Views) Posted 00 UNK
    Category:
    Education, Information Technology
    How the course is given:
    Online
    When the courses is given:
    Flexible
    Qualification Level:
    Short Course/Training Certification
    Course Duration:
    04:13:51
    Price:
    $ 9.99
    Location:
    Fremont, CA 

    Registration is Available at Anytime

    View Courses by this company

    Course Description

    Step-By-Step Guide To Master Fundamentals Of Data Preprocessing

    Description

    Basic Course Description 

    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!

    Click the "Take This Course" button at the top right now!

    ...Time is limited and Every second of every day is valuable...

    We are excited to see you in the course!

    Best Regards,

    Dr. Nouman Azam

    More Benefits and Advantages: 

    ✔ You receive knowledge from an experienced instructor (Dr. Nouman Azam)

    ✔ The titles of these courses are 

    • Machine Learning for Data Science using MATLAB
    • Machine Learning Classification Algorithms using MATLAB
    • Complete MATLAB Tutorial: Go from Beginner to Pro
    • MATLAB App Desigining: The Ultimate Guide for MATLAB Apps
    • Create Apps in MATLAB with App Designer (Codes Included)
    • Advance MATLAB Data Types and Data Structures

    Student Testimonials for Dr. Nouman Azam!

    ★★★★★

    This is the second class on Matlab I've taken. Already, a couple important concepts have been discussed that weren't discussed in the previous course. I'm glad the instructor is comparing Matlab to Excel, which is the tool I've been using and have been frustrated with. This course is a little more advanced than the previous course I took. As an engineer, I'm delighted it covers complex numbers, derivatives, and integrals. I'm also glad it covers the GUI creation. None of those topics were covered in the more basic introduction I first took.

    Jeff Philips

    ★★★★★ 

    Great information and not talking too much, basically he is very concise and so you cover a good amount of content quickly and without getting fed up!

    Oamar Kanji

    ★★★★★

    The course is amazing and covers so much. I love the updates. Course delivers more then advertised. Thank you!

    Josh Nicassio

    Student Testimonials! who are also instructors in the MATLAB category

    ★★★★★

    "Concepts are explained very well, Keep it up Sir...!!!"

    Engr Muhammad Absar Ul Haq instructor of course "Matlab keystone skills for Mathematics (Matrices & Arrays)"

    Who this course is for:

    • Students, Entrepreneurs, Researchers, Instructors, Engineers, Programmers, Simulators
    • Anyone who want to analyze the data

    Basic knowledge
    • MATLAB 2017a or heigher version. No prior knowledge of MATLAB is required
    • In version below 2017a there might be some functions that will not work
    • We cover everything from scratch and therefore do not require any prior knowledge of MATLAB

    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
    ENROLL COURSE

    About the Provider

    Simpliv is a global online learning marketplace that transforms lives by offering online training on a wide variety of topics. Created with the aim of making education accessible to all, Simpliv removes barriers to education among all communities, imparts life skills to learners, and bridges gaps in learning through cost-effective courses. Simpliv believes that learning has no boundaries. It brings learning to any person who wants to learn, whether it is management, technology, life sciences,... Read More

    Course Provider Contact

    Simpliv LLC
     39658 Mission Boulevard, Fremont,
    CA 94539, USA.
      Phone: +510-849-6155
      Email: sudheer@simpliv.com
    Saved

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