University of Washington Courses

Machine Learning Foundations: A Case Study Approach

40 reviews

Hands-on exploration of machine learning applications through practical case studies, covering regression, classification, clustering, recommender systems, and deep learning using Python.

• Coursera
• 18 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Programming Languages, Part A

27 reviews

Explore functional programming concepts using ML, Racket, and Ruby. Learn to design elegant, reusable programs and gain a deeper understanding of language constructs and software development.

• Coursera
• 30 hours
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Machine Learning: Regression

20 reviews

Explore regression models for predicting continuous values, from simple linear to complex techniques. Learn to estimate parameters, tune with cross-validation, analyze performance, and implement in Python.

• Coursera
• 22 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Public Speaking

15 reviews

Learn to deliver impactful presentations with the Introduction to Public Speaking course from the University of Washington. Over 5 weeks, you'll conquer public speaking anxiety, develop a strong speaking voice, and master the art of structuring and deliv…

• Coursera
• 15 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning: Classification

9 reviews

Learn to build and implement classification models for sentiment analysis and loan default prediction using logistic regression, decision trees, and boosting techniques. Gain hands-on experience with real-world datasets and machine learning algorithms.

• Coursera
• 21 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Computational Neuroscience

9 reviews

Explore computational principles of vision, sensory-motor control, learning, and memory. Gain hands-on experience with neural encoding, decoding, and network models using Matlab/Octave/Python.

• Coursera
• 1 day 2 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Business English: Planning & Negotiating

5 reviews

In this course, the context is hosting an event and finding an appropriate venue for it. You will learn language and strategies for successful negotiations culminating in a written announcement for an event.

• Coursera
• 1 day 5 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning: Clustering & Retrieval

5 reviews

Explore similarity-based algorithms for document retrieval, clustering techniques, and topic modeling. Learn to implement k-nearest neighbors, k-means, EM, and LDA for analyzing large text datasets.

• Coursera
• 17 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Business English: Networking

3399 ratings at Coursera

During the course, you will begin learning vocabulary and customs related to socializing and networking in English.

• Coursera
• 1 day 4 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Programming Languages, Part B

781 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to become a more effective programmer and easily adapt to new languages.

• Coursera
• 16 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Data Manipulation at Scale: Systems and Algorithms

767 ratings at Coursera

Explore data manipulation at scale, covering systems and algorithms for processing large datasets. Learn about databases, MapReduce, NoSQL, and graph analytics to effectively handle big data challenges.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Practical Predictive Analytics: Models and Methods

320 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

• Coursera
• 6 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Control Bootcamp

2 reviews

Rapid overview of optimal control concepts, covering controllability, observability, LQR, and Kalman filter. Applies main approaches to simple Matlab examples for practical understanding.

• YouTube
• 11 hours
• On-Demand
• Free Video

Programming Languages, Part C

461 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to write elegant, reusable code and gain a deeper understanding of programming paradigms.

• Coursera
• 18 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Social Media Data Analytics

296 ratings at Coursera

Explore social media data analytics using APIs, process structured and unstructured data, derive insights, and analyze sentiments. Learn to collect, analyze, and visualize data from various platforms.

• Coursera
• 12 hours 40 minutes
• On-Demand
• Free Online Course (Audit)