Linear Algebra Refresher Course

BY
Udacity

Linear Algebra Refresher Course is to make programmers very comfortable with the basics and fundamentals of linear algebra.

Lavel

Intermediate

Mode

Online

Duration

4 Months

Fees

Free

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Linear Algebra Refresher Course Certification is a short-term certificate to brush up on the basics of matrix theory and linear algebra. Emphasis will be given to topics that will be useful in other disciplines as well, including systems of equations, vector spaces, determinants, eigenvalues, similarity, positive definite matrices, etc.

Candidates enrolling in this course will learn about the concepts in linear algebra and simultaneously by applying them in computer programs. At the end of Linear Algebra Refresher Course Classes, students can code their own personal library of linear algebra functions that they would have learned in this course and hence can be used to solve real-world problems.

All candidates undertaking the course shall receive Linear Algebra Refresher Course Certification by Udacity.

The highlights

  • Provided by Udacity
  • Online course
  • Self-paced learning
  • Rich learning content
  • 4 Months Course
  • Certificate of completion

Program offerings

  • Short course
  • Learning by self
  • Certificate after completion

Course and certificate fees

Type of course

Free

Linear Algebra Refresher Course Training is free of cost for all candidates.

Linear Algebra Refresher Course Certification Fees

Description

Amount 

Course Training Fee 

Free

certificate availability

No

Who it is for

This certificate course is for such candidates who want to refresh the basics of linear algebra that they have already learned previously or want to learn from the basics for the first time. 

There will be job opportunities if relevant people choose this course such as:

Eligibility criteria

Educational Qualification

This Linear Algebra Refresher Course is open to all interested candidates. 

Certificate Qualifying Details

All candidates undertaking the course shall receive Linear Algebra Refresher Course Certification by Udacity.

What you will learn

Students joining this course will gain a complete understanding of linear algebra is crucial for data analysis techniques and machine learning. Even state-of-the-art and most advanced deep learning algorithms rely on the concepts of linear algebra. While the field of linear algebra is extensive, it is important to focus on the basic areas that are directly applicable to data science. Hence this short-term course will make you perfect in those areas. 

All students will gain a thorough understanding of these points after completion of the Linear Algebra Refresher Course:

  • Solve various systems of linear equations using multiple methods.
  • Carry out basic matrix operations, including inverses and determinants.
  • Demonstrate the concepts of vector space and its subspace.
  • Understanding of linear independence, span, and basis.

The syllabus

Lesson 1: Vectors

  • Learn the basic operations on vectors (one of the fundamental objects of study in linear algebra).
  • Code a library of functions to perform operations on vectors that you will use in later lessons.

Lesson 2: Intersections

  • Learn the geometric and algebraic interpretation of intersections of "flat" objects and how to solve real-world problems.
  • Write your own algorithm to find the intersections of sets of lines and planes.

Admission details

The admission for the certificate course starts soon hence, interested candidates are requested to enroll as soon as possible:

Step 1: Open the form on the website: https://www.udacity.com/course/linear-algebra-refresher-course--ud953

Step 2: Fill in the necessary details

Step 3: Upload documents if required

Step 4: Pay Fees

Step 5: Wait for Confirmation


Filling the form

Visit this website to fill out the application form for Linear Algebra Refresher Course Certification: https://bit.ly/3c6XJlo

How it helps

The Linear Algebra Refresher Course Certification Benefits include learning about how linear algebra can be applied to real-world problems. And, obviously learning linear algebra in the context of programming, especially Python. You are able to solve systems of linear equations using row reduction and give parametric descriptions of solution sets and later the applications of linear systems in programming languages.

Instructors

Mr Chris Pryby
Instructor
Freelancer

FAQs

How are the classes for this Linear Algebra Refresher Course - Online being held?

The Classes for this certification course are conducted online through video lectures and presentations.

Which library is used to implement linear algebra in Python?

The free library used is  NumPy: which provides for linear algebra computations, and sympy: which provides symbolic computation (solving algebra problems).

Who is the instructor for this course?

Chris Pryby is the instructor for this short-term course from Udacity.

Is linear algebra required for coding?

Certain programs will involve linear algebra, hence a programmer may need to have basic knowledge of some methods of linear algebra.

Is Linear Algebra a difficult course?

Linear algebra is not an easy class as it is a very abstract course and it requires strong analytical and logical skills.

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