Mathematics For Machine Learning

Go Zero-One by learning the much-needed fundamentals of “Mathematics for Machine Learning". In this course, you will learn " Linear Algebra, Vector Calculus, Probability".

1000+ Students enrolled
Flexible Learning

Learn at your own pace and reach your personal goals on the schedule that works best for you.

Real-world Projects

You’ll master the in-demand technologies by building real-world projects.

Live Mentor Workshops

You’ll have access to free live mentor workshop sessions through out your subscription period.

Verifiable Certificate

Upon successful completion of the Course, You will receive a Verifiable certificate with QR code.

Quiz & Mock Tests

Assess your knowledge with quiz's, mock tests and interviews.

Assured Internship

Upon successful completion of this course you are eligible to grab an internship opportunity.

Mathematics For Machine Learning

Go Zero-One by learning the much-needed fundamentals of “Mathematics for Machine Learning". In this course, you will learn " Linear Algebra, Vector Calculus, Probability".

Login to Subscribe
Includes:
  • Verifiable certificate
  • Quiz & mock tests
  • Live mentor workshops
  • 2 devices access*
Course Description

Welcome to " Mathematics for Machine Learning "

In this course, you will be learning “ Linear Algebra, Vector Calculus, Probability”. We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to succeed in the industry. This course has a tremendous amount of content and resources so that you can learn everything you need to know - whatever is appropriate for your ability level. You will be able to learn at your own pace. You will always be able to come back to the content to review it or learn additional concepts when you are ready for them. You will get great value from this course and, more importantly, you will have a great time learning.

 

Happy Learning 

What you will learn?
  • Introduction to Linear Algebra
  • Solving Linear Algebra
  • Eigen Vector
  • PCA
  • Basic Calculus
  • Gradient
  • Multivariate Calculus
  • Discrete and Continuous Probability
  • Binomial Distribution
  • Poisson Distribution
  • Jacobian
  • Calculating Jacobian
  • Multivariate Taylor Series
  • Vectorspace
  • System of Linear Equation
  • What is PCA
  • Covariance Matrix
  • Step by Step PCA
Requirements
  • No Prerequisites Required
Course Curriculum
Introduction To Linear Algebra
4 Lessons
  • Basics of Vector
  • Matrix
  • Operation in Matrices
  • Quiz
  • Vector Space
  • System of Linear Equation
  • Eigen Value and Eigen Vector
  • Calculate Eigen Vector
  • Singular Value Decomposition
  • What is PCA
  • Covariance Matrix
  • Step by Step PCA
  • Basics Of Differentiation And Integration
  • Differentiation Of Univariate Function
  • Partial Differentiation And Gradient
  • Gradient of Vector Value Function
  • Gradient of Matrices
  • Jacobian
  • Calculating Jacobian
  • Multivariate Taylor Series
  • Discrete And Continuous Probability
  • Binomial Distribution
  • Poisson Distribution
  • Quiz

Get Certified! Get Recognized…

Upon successful completion of the Course, You will receive a Verifiable certificate with QR code. Now employers can verify the certificates just by scanning QR code or by verification ID.

Differentiate yourself

The knowledge and skills you've gained working on projects, simulations, case studies will set you ahead of competition.

Share your achievement

Talk about it on Linkedin, Twitter, Facebook, boost your resume or frame it - tell your friends about it.

Learn

Learn in-demand technology skills through immersive content.

Practice

Practice the tech skills and build real-world projects for your portfolio.

Apply

Apply your knowledge in hackathons to grab internships and placements.

Assess

Assess your knowledge with quiz's, mock tests and interviews.

What our students say about SkillLauncher

Happy Students & Feedbacks

Ajeet Deshpande

Student

Great learning platform for all type of learners, New trending courses with new teaching methods, really good work. Thanks SkillLauncher!

Pravin Pratap Basu

Student

Support on the courses is very good. Apart from that course materials are also good . Teaching faculties are also extremly supportive.

Basanti Mahal

Student

The courses are very good and well structured. SkillLauncher even covered more advanced topics which was not in agenda or course content.

Anil Prasad

Student

These guys rock with amount of patience, knowledge and love how to explain things and cannot thank enough for the extreme support and mentoring.

Rama Krishna

Student

Content of courses is amazing. No other online platform has as many courses with dedicated teaching assistance. It has some free tutorials with time access.

Pirzada Gagrani

Student

I was searching for a platform to learn AI/ML course and I came across this SkillLauncher. Their support was awesome from the day of enrollment.

Sign in with Google