Technology Courses and Certifications

Career Certificate

Introduction to Generative AI Learning Path

15332 ratings at Coursera

Explore generative AI foundations: how large language models work, where they are applied, and how to apply responsible AI principles in development and deployment.

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

Learning from Data (Introductory Machine Learning course)

10 ratings

Learn the theory and practice of machine learning: VC dimension and generalization, bias-variance tradeoff, linear models, neural networks, regularization, validation, support vector machines and kernel methods.

• Independent
• 10 weeks
• Self-Paced
• Free Online Course

Case Study: Building E-Commerce Data Models with dbt

499 ratings at DataCamp

Transform raw data into clean, reliable models using dbt (Data Build Tool) - a modern, SQL-based transformation framework used by data teams around the world.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to Computational Thinking and Data Science

9 ratings

6.0002 is the continuation of _[6.0001 Introduction to Computer Science and Programming in Python](/courses/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/)_ and is intend

• MIT OpenCourseWare
• 12 hours
• Self-Paced
• Free Video

Career Certificate

Backend Developer with Python

499 ratings at Udacity

Build database-backed web APIs with Flask and SQL: model data, run CRUD operations, document and test endpoints, add role-based authentication, and deploy Docker containers to AWS.

• Udacity
• 67 hours
• Self-Paced
• Paid Course

IBM;  (ISC)² Career Certificate

IBM and ISC2 Cybersecurity Specialist

15754 ratings at Coursera

Prepare for the ISC2 Certified in Cybersecurity exam: study hardware, operating systems, networking, cloud, access controls, incident response, and analyze an actual breach in a capstone project.

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

Software Development with Windsurf

496 ratings at DataCamp

Build Smarter with AI-Powered Development Software development is evolving with the rise of AI-assisted tools, and Windsurf is leading the way.

• DataCamp
• 1 hour 30 minutes
• Self-Paced
• Free Trial Available

Intermediate Data Visualization with Seaborn

488 ratings at DataCamp

Do you want to make beautiful, informative visualizations with ease?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Winning a Kaggle Competition in Python

491 ratings at DataCamp

Kaggle is the most famous platform for Data Science competitions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data and Visual Analytics

This course will introduce students to the field by covering state­-of-­the-art modeling, analysis and visualization techniques.

• Udacity
• 2 hours
• Self-Paced
• Free Online Course

Human-Computer Interaction

This course is an introductory course on human-computer interaction, covering the principles, techniques, and open areas of development in HCI.

• Udacity
• 23 hours
• Self-Paced
• Free Online Course

CS 6340: Software Analysis & Testing

This course covers the theory and practice of software analysis, which is at the heart of software development processes such as diagnosing bugs, testing, and debugging.

• Udacity
• 9 hours
• Self-Paced
• Free Online Course

Cyber-Physical Systems Security

This course provides an introduction to security issues relating to cyber-physical systems including industrial control systems and critical infrastructures.

• Udacity
• 16 weeks
• Self-Paced
• Free Online Course

Compilers: Theory and Practice

This course teaches the theory and practice behind building compilers for higher level programming languages.

• Udacity
• 16 hours
• Self-Paced
• Free Online Course

CSE 8803 Special Topics: Big Data

In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.

• Udacity
• 8 hours
• Self-Paced
• Free Online Course