Geotechnical Engineering Courses

Engineering Math: Differential Equations and Linear Algebra

Learn the linear algebra and ordinary differential equations used across mechanical engineering: first-order and second-order equations, plus numerical approaches to solving systems of equations.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Special Topics in Mechanical Engineering: The Art and Science of Boat Design

Carve a wooden half-hull model, translate its shape into a lines plan with a naval architect, and compare the group's boat designs.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Computer Language Engineering (SMA 5502)

Build a compiler in Java that generates MIPS machine code: scanning, parsing, unoptimized code generation, program optimization, instruction scheduling, and register allocation.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Numerical Methods Applied to Chemical Engineering

Apply numerical methods to chemical engineering problems: eigenvalues and SVD, Newton-Raphson solvers, ODE/DAE and PDE integration, constrained optimization, Monte Carlo, and stochastic chemical kinetics.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Engineering Design and Rapid Prototyping

Conceive, design and fabricate a structural component under set requirements, iterating through prototyping and validation, then optimize the design with structural analysis software.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Computational Science and Engineering I

Apply linear algebra to engineering problems: eigenvalues and positive definite matrices, springs, trusses and networks, finite differences and finite elements, Laplace's equation, Fourier series, convolution and the FFT.

• MIT OpenCourseWare
• Self-Paced
• Free Online Course

Innovations in Textile Engineering: Fibers, Yarns, Nonwovens, & More

Design fiber-based smart materials hierarchically: choose fibers, yarns, and fabric structures, apply textile testing standards, weigh sustainability, and draft a utility patent application.

• MITx Online
• 12 weeks, 5-7 hours a week
• Self-Paced
• Free Online Course

PioPetro

PETROLEUM ENGINEERING LAB Experiments

12 ratings

Explore petroleum engineering lab experiments, covering energy transition, geology, petrophysics, and machine learning applications in the field.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Computer Networking Course - Network Engineering [CompTIA Network+ Exam Prep]

11 ratings

This full college-level computer networking course will prepare you to configure, manage, and troubleshoot computer networks. It will also help you prepare for CompTIA's Network+ exam.

• freeCodeCamp
• 9 hours
• Self-Paced
• Free Video

Career Certificate

Python, Bash and SQL Essentials for Data Engineering

487 ratings at Coursera

Build data engineering foundations: use Python and Pandas, Linux and Bash scripting, SQL scripting, and command-line tools and web apps to access and manage big data.

• Coursera
• 16 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 4 courses

Python and Pandas for Data Engineering

279 ratings at Coursera

Set up a virtual environment with Pandas and Jupyter, use sequences, dictionaries, sets and generators, select DataFrame rows and columns, and commit code from Vim or VS Code.

• Coursera
• 4 weeks, 13 hours a week
• Self-Paced
• Paid Course

Linux and Bash for Data Engineering

136 ratings at Coursera

Learn Linux shell fundamentals for data engineering: configure Bash and zsh, use shell variables and standard in/out, build command-line tools, and manage files and permissions.

• Coursera
• 4 weeks, 16 hours a week
• Self-Paced
• Paid Course

Career Certificate

Applied Python Data Engineering

131 ratings at Coursera

Build data pipelines with Spark, Hadoop, and Snowflake, containerize workloads using Docker and Kubernetes, and visualize data in Python while applying DataOps methodologies.

• Coursera
• 20 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Scripting with Python and SQL for Data Engineering

113 ratings at Coursera

Use Python data structures to load and iterate over JSON data, query MySQL databases from scripts and an editor, and scrape values from websites.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

Cloud Machine Learning Engineering and MLOps

96 ratings at Coursera

Build machine learning engineering applications in the Cloud: apply software development best practices, use AutoML tools like Ludwig and Google AutoML, and serve predictions from a Flask app.

• Coursera
• 3 weeks, 5 hours a week
• Self-Paced
• Paid Course