Prepare for Your Future: Learn from Experts

Empower your students with the skills they need to succeed in today’s tech-driven world by mastering our Machine Learning and Digital Circuit Design curriculum. Designed specifically for educators, our innovative program provides hands-on training, ready-to-use lesson plans, and real-world applications to seamlessly integrate cutting-edge engineering and computer science concepts into your classroom. Whether you're introducing foundational principles or diving into advanced AI and hardware design, our curriculum ensures you stay ahead of the curve. Join us in shaping the next generation of tech innovators with engaging, industry-relevant content tailored for educators like you!

JOIN US

Prepare for Your Future: Learn from Experts

Become an expert.

Reliable content

Curriculum developed by engineers with over 20 years of industry experience, plus 10 years of teaching Machine Learning and Digital Circuit Design at the secondary (high school), Community College, and University levels.
Classroom ready curriculum

Turn-key curriculum includes textbooks, lecture presentation decks, lecture videos, coding assignment templates for students, coding solutions for teachers, auto-grading scripts, and assessments.
Start to finish training

Training includes review of all modules and learning objectives. Curriculum standards equate to CTE pathway guidelines and/or UC elective courses.

Meet Our Top-Rated Instructors

Join Us!

Are you a teacher looking to help other teachers with training and curriculum from your area of expertise? Join our team as a teacher trainer!

Anthony (Tony) Mauro (30+ years experience)

Anthony (Tony) Mauro currently teaches Computer Science, Machine Learning, and Digital Electronic Circuit Design, and founded NexStream Technical Education to provide enrichment opportunities in these areas to students and professionals…

12 Courses

Valeri Paul (20+ years experience)

Valeri Paul currently teaches Business Analytics, Machine Learning, Educational Technology and Instructional Design courses. She uses her business consulting experience to provide her students' with experiential learning opportunities. Her educational work…

2 Courses

An Overview of Our Pathways

Get rigorous curriculum for your classes!

Basic

Get the books for your classroom or reference library.

Books offered through BookBaby publishing. Click book titles to go to publisher site.

Includes :

Lecture Content
Books
Slide Decks
Videos

Standard

Master the content with the complete curriculum

Everything in Basic, plus:

Standards Mapping
Assignment Documents
Templates
Solutions

Premium

Receive training to review the complete curriculum.

Everything in Standard, plus:

20 hours Training
Coding assignment auto-grading scripts
One-on-one coaching available

Get Started

Get training to become experts in the curriculum!

Machine Learning Teacher Training '24-25

20 or 30 hours

01/28/2025 - 05/06/2025

4 - 6pm PT Tuesdays

$0 with Premium curriculum purchase: 20 hours (2-course) or 30 hours (3-course) training included

$800 for Standard 2-course curriculum purchase (20 hours)

$1200 for Standard 3-course curriculum purchase (30 hours)

On checkout, please enter the coupon code you received when you purchased the curriculum package to adjust your training price.

Machine Learning Teacher Training, Summer 2025

20 or 30 hours

06/23/2025 - 07/11/2025

Mon-Fri: 9am - 11am PT

$0 with Premium curriculum purchase: 20 hours (2-course) or 30 hours (3-course) training included

$800 for Standard 2-course curriculum purchase (20 hours)

$1200 for Standard 3-course curriculum purchase (30 hours)

On checkout, please enter the coupon code you received when you purchased the curriculum package to adjust your training price.

Get Started

Check out the sample curriculum!

Linear Regression Sample

This example, Simple Linear Regression, unit is from a Machine Learning course that I teach at the secondary (high school) level in a public school in San Diego, CA, and with the UCSD “Futures” enrichment program for high schoolers.

The sample unit consists of the following:

Lecture Youtube video link
Lecture slides
Student coding assignment document
Student coding template

Get samples for the program you are interested in here!

What Our Clients Say

My journey with NexStream started four years ago. Thanks to those experiences, I sparked my passion for machine learning—a field I plan to pursue in college and as a future career. Not only did NexStream help me discover an academic interest, but it also provided me with a strong foundation of technical skills. I’m so glad that I started my machine learning journey with NexStream, and I would highly recommend its courses and curriculum to anyone who wants to learn computer science and engineering!

NexStream Intern

Student intern

NexStream’s curriculum is an incredible resource for students of all levels, whether beginners or experts. It breaks down complex topics, like CNNs and circuit design, into easy-to-understand lessons with detailed narration and diagrams. Whether it’s for an aspiring computer scientist or for a student who just wants to learn how to code as a hobby, making courses like Machine Learning and Digital Circuit Design accessible at the high-school level is extremely important to prepare students for a future that revolves around technology.

MIT student

Rising MIT CS Freshman

Learning Machine Learning and Digital Circuit Design with Tony Mauro during high school has been incredibly valuable for my academic journey. One circuit design course I took in 9th grade not only sparked my interest in electrical engineering but also provided a strong foundation for my computer engineering and computer science studies at USC. This early exposure was advantageous throughout my coursework, as I felt lucky to have already learned the fundamentals of topics like System-on-Chip logic in high school, while many of my peers were encountering them for the first time.

Qualcomm Engineer

Software Engineer

Perhaps most instructive of all is Tony’s unique approach, which helps readers construct an entire PyTorch-esque custom framework from first principles. He’s already had success teaching in this way to a growing number of high school learners through NexStream and his work with UC San Diego. I’m confident you’ll find Tony’s guide to be an invaluable resource in both building your own AI knowledge and helping you impart it to your students.

Harvard College Graduate

CS and Neuroscientist

The curriculum, projects, and teaching methods provided throughout the courses have been incredibly helpful. I’ve acquired an abundance of new knowledge in the field of Machine Learning thanks to NexStream’s innovative approach.

UC Berkeley Student

Software Engineer

For AI educators, it is not a hyperbole that they also play a key role in shaping the future of humanity. Through this book, Tony Mauro aims to empower AI educators in the task of equipping the next generation of young minds and future outliers with instruction and insights into artificial intelligence and how it should be used for the maximum benevolence of mankind.

Machyna

CEO and Founder

"NextStream excels at teaching high school students the vital skills of Machine Learning and Circuit Design, crucial for the tech-driven future. Their approach makes these complex and intimidating subjects accessible and engaging, equipping students with practical, forward-thinking knowledge."

JuiceMind

Co-founder

As someone who started off with virtually no CS background and is now pursuing this in
college, what I have gained through Tony Mauro’s teaching has been critically important in
building my knowledge in ML, allowing me to further develop these interests having a strong
foundation. To anyone embarking on the journey of studying ML, I could not more strongly
recommend NexStream's curriculum.

Harvard College Student

CS Student

Most engineers start learning about circuit design and machine learning at university. Tony Mauro's teaching made such complex topics accessible to me at just 9th grade. Learning about digital electronics and signal processing shaped my understanding of what engineering really is, and gave me time to mature. How can someone commit their life to a career path without understanding that career first? I think Tony's experience in the industry and as a teacher makes him the best candidate for introducing such challenging and ever-changing topics to the next generation.

UC San Diego Student

PhD Student

Taking machine learning and digital design courses in high school provided me with valuable exposure to the large scope of electrical, computer, and software engineering domains. Having a better idea of various engineering applications was instrumental in shaping my future educational and career interests. Especially as a woman in a male-dominated field, receiving an early introduction to these topics also made them far less intimidating, and gave me the confidence to pursue them in college and beyond. By entering college with this foundation, I felt much better equipped both in my classes and as I sought out work and research opportunities.

Data Scientist at Children’s Hospital Los Angeles

Data Scientist

Taking Tony Mauro’s computer science and digital circuit design classes in high school opened up an entirely new world and career path for me. As someone who had no prior experience in software or hardware design, his courses made complex topics in these subjects very accessible, intuitive, and fun. Having an in-depth exposure to programming and circuit design as early as high school provided me with a head start in my studies in EECS at UC Berkeley and motivated me to continue my research in integrated circuit design as a EECS PhD student at MIT. I am very thankful to have had an incredible teacher and mentor like Tony who believed in me and taught me an invaluable engineering skillset, and I am confident he will help inspire a new generation of engineers with NexStream.

MIT graduate student

EECS PhD program