Data Structures and Algorithms courses can help you learn about arrays, linked lists, trees, and graph structures, along with sorting and searching algorithms. You can build skills in problem-solving, optimizing code efficiency, and analyzing algorithm complexity. Many courses introduce tools like Python, Java, or C++ for implementing these concepts, as well as platforms for coding challenges that reinforce your understanding through practical application.

University of Washington
Skills you'll gain: Applied Machine Learning, Classification Algorithms, Model Evaluation, Regression Analysis, AI Personalization, Machine Learning, Unsupervised Learning, Predictive Modeling, Supervised Learning, Bayesian Statistics, Logistic Regression, Statistical Modeling, Deep Learning, Feature Engineering, Data Mining, Decision Tree Learning, Data Preprocessing, Statistical Machine Learning, Text Mining, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: ChatGPT, AI Enablement, Market Research, Financial Forecasting, AI Personalization, Business Solutions, LLM Application, Generative AI, Strategic Decision-Making, Supply Chain Management, Innovation, Forecasting, Customer Support, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, Event-Driven Programming, C# (Programming Language), Game Design, User Interface (UI), Video Game Development, User Interface (UI) Design, Virtual Environment, Scripting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Model Deployment, JUnit, Decision Tree Learning, Build Tools, MLOps (Machine Learning Operations), Performance Tuning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Java, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Machine Learning, Apache
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Application Deployment, CI/CD, Role-Based Access Control (RBAC), Google Cloud Platform, Cloud Management
Advanced · Project · Less Than 2 Hours

Skills you'll gain: Cloud Development, Cloud Management, Cloud Computing, Application Security, Google Cloud Platform, Cloud Infrastructure, System Configuration, Cloud Security, Virtual Machines
Beginner · Project · Less Than 2 Hours

Skills you'll gain: CI/CD, Cloud Deployment, Cloud Hosting, Cloud Storage, Cloud Services, Application Deployment, Web Development, Web Design and Development, Web Development Tools, Web Applications
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Data Security, Infrastructure Security, Cybersecurity, Network Security, Cloud Computing, Google Cloud Platform, Authentications, Authorization (Computing), Data Governance, Encryption
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Unstructured Data, Tensorflow, Model Deployment, Applied Machine Learning, Jupyter, Cloud API, Big Data, Data Pipelines, Machine Learning, Natural Language Processing, Image Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Persistence, Virtual Networking, Proxy Servers, Key Management, Network Routing, YAML, Application Deployment, Disaster Recovery
Advanced · Course · 3 - 6 Months

Skills you'll gain: Tensorflow, Data Preprocessing, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Data Cleansing, Data Transformation, Scalability, Feature Engineering, Data Pipelines, Deep Learning, Artificial Neural Networks, Model Evaluation, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Cloud Management, Public Cloud, Cloud Computing
Beginner · Project · Less Than 2 Hours