Linear Algebra Essentials for AI, Data Science, & Cutting-Edge Tech [7H]

Gain the linear algebra skills you need for a career in data science, machine learning, or AI. Learn essential concepts, solve problems manually, and explore real-world applications.

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7
Hours
LunarTech Academy
Certificate
Available online
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In this course,
you'll learn

Open doors to new career possibilities

Develop skills sought-after in data-driven industries.

Unlock the power of linear algebra for problem-solving

Apply concepts to solve real-world problems involving data analysis and systems.

See the connections between linear algebra and cutting-edge tech

Understand how these concepts drive innovation in AI, machine learning, and beyond.

The Essentials of Linear Algebra

Build a foundation for deeper mathematical exploration. pen_spark

Your instructor

Tatev Aslanyan

Tatev brings industry experience, advanced AI/ML degrees, and a reputation as a thought leader in data science to LunarTech. Her publications in top journals and presentations at international conferences showcase her expertise.

Trusted by over 10.000 students

Course program

Here's a glimpse of what you'll learn throughout the course

Module 1

Linear Algebra Crash Course Kickstart

Get a quick refresher on essential math prerequisites and a high-level overview of how linear algebra concepts are applied across AI, data science, and emerging technologies.

Module 2

Vector Essentials

Gain a working understanding of vectors – their representations, basic operations (addition, subtraction, scalar multiplication), and visualize how they are used in practical data-related scenarios.

Module 3

Matrices: The Basics

Learn the different types of matrices, how they are used to structure data, and essential operations like addition, subtraction, and multiplication. Explore how matrices power data transformations.

Module 4

Dot Product, Length & Problem-Solving

Grasp the dot product, its geometric meaning, and its relationship to vector length. Apply the cosine rule and other concepts to solve problems with a linear algebra approach.

Module 5

Linear Systems: A Practical Focus

Learn the basic idea of solving linear systems of equations using Gaussian Elimination. Understand Reduced Row Echelon Form (RREF) and how it helps streamline finding solutions.

Module 6

Advanced Topics Preview

Get a taste of specialized matrices (symmetric, diagonal, etc.), see how linear algebra is coded, and discover its broad applications.

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Frequently asked questions

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Is the investment in your Data Science Bootcamp really worth it?

Our data science bootcamp is designed to provide you with the most comprehensive and relevant curriculum available . Enroll now and you’ll get immediate access to valuable resources, including expert guidance from experienced professionals and a supportive community of like-minded learners.

Let’s do the math together:

Our bootcamps cost $149.97 for 30 days, $99.97 monthly for 180 day-plan Semi-Annually, $79.97 monthly for 365 day-plan Annual plan.

That breaks down to:

max $149.97/30 = $4.93 per day

mid $99.97/30 = $3.33 per day

min $79.97/30 = $2.67 per day

That’s less than the cost of a daily Starbucks coffee! And while coffee might give you a quick energy boost, our bootcamp will provide you with long-term knowledge and skills that can enhance your career opportunities. Don’t miss out on this cost-effective and valuable opportunity.

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Our 3-day free trial gives you access to selection of  content in bootcamp, courses and materials, designed for you to experience the value of our content firsthand. This includes comprehensive learning materials and interactive sessions. You won’t be charged during this period, though we require your credit card details at the start to ensure a seamless transition should you choose to continue with our service.

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