Academic Lesson Courses

SPSS Tutorial for Data Analysis - SPSS for Beginners

7 ratings

A beginner-friendly SPSS tutorial for interpreting and running reliability tests, regression models, ANOVA, hypothesis tests, and factor analyses.

• YouTube
• 2 hours 31 minutes
• Self-Paced
• Free Video

CompTIA A+ Certification Full Video Course for Beginners

5 ratings

A beginner-focused survey of computer hardware, networking, laptops, printers, and safety for the CompTIA A+ certification exam.

• YouTube
• 4 hours 55 minutes
• Self-Paced
• Free Video

Biostatistics Tutorial for Beginners to Experts

3 ratings

A broad introduction to biostatistics, from describing biological data and probability to clinical decision-making and epidemiological study design.

• YouTube
• 6 hours 35 minutes
• Self-Paced
• Free Video

LaTeX Tutorial for Beginners Full Course

1 rating

Learn essential LaTeX for scientific documents, from text and mathematical notation to tables, customization, TikZ diagrams, and Beamer presentations.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Virtual Machine Full Course

Configure VirtualBox VMs and use one to host Apache/PHP websites and a RESTful API backend.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Quantum Physics - Quantum Mechanics Course

A comprehensive introduction to quantum mechanics, from wave functions and uncertainty to Schrödinger equations, spin, and energy bands.

• YouTube
• 11 hours 43 minutes
• Self-Paced
• Free Video

Calculus 2

Explore convergence tests, power series, Taylor and Maclaurin expansions, direction fields, and Euler’s method in a second-course calculus sequence.

• YouTube
• 5 hours 59 minutes
• Self-Paced
• Free Video

LaTeX Tutorial for Beginners

Learn to produce professionally typeset scientific documents in LaTeX, including mathematical notation, equations, formatting, environments, and lists.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Physical Chemistry

A comprehensive physical chemistry course connects thermodynamics, equilibrium, and kinetics to mathematical models and chemical systems.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Modern Physics - Full Lecture Course

A broad introduction to modern physics, spanning special and general relativity, blackbody radiation, quantum phenomena, wave mechanics, and the Bohr model.

• YouTube
• 11 hours 57 minutes
• Self-Paced
• Free Video

Trigonometry Full Course for Beginners

A beginner-friendly trigonometry course progressing from triangle relationships to graphs, identities, equations, modeling, and polar forms.

• YouTube
• 9 hours 48 minutes
• Self-Paced
• Free Video

Precalculus Full Course for Beginners

A beginner-friendly precalculus course develops functions, trigonometry, conic sections, polar coordinates, parametric equations, and difference quotients.

• YouTube
• 4 hours 49 minutes
• Self-Paced
• Free Video

Graph Theory Full Course for Beginners

A beginner graph theory course covering Euler and Hamiltonian circuits, shortest paths, traveling-salesman methods, and minimum spanning trees.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Linear Algebra for Quantum Mechanics

Explores linear algebra through quantum-mechanical states, connecting vector operations, eigenvalues, basis changes, and Hermitian operators to wave functions and physical systems.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Calculus for Beginners - Calculus for Machine Learning

An in-depth beginner course covering limits, derivatives, optimization, Newton’s method, and antiderivatives, with an emphasis on calculus concepts useful to machine learning.

• YouTube
• 10 hours 53 minutes
• Self-Paced
• Free Video