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 Michigan
Skills you'll gain: Database Design, Data Processing, Debugging, Web Scraping, File I/O, Data Store, Data Visualization, Database Software, Relational Databases, Restful API, Web Services, SQL, Databases, Data Visualization Software, JSON, Data Presentation, Data Structures, Programming Principles, Python Programming, Program Development
Build toward a degree
Beginner · Specialization · 3 - 6 Months
DeepLearning.AI
Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Computer Vision, Model Evaluation, Transfer Learning, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Model Training, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Forecasting, Machine Learning
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Engineering, Cloud Infrastructure, DevOps, Software Versioning, Cloud Platforms, Cloud Computing, Cloud Storage, Software Documentation, Technical Documentation, Code Reusability, Release Management, Automation, Version Control, Software Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Ads, Data-Driven Marketing, Pay Per Click Advertising, Advertising Campaigns, Performance marketing, Data-Driven Decision-Making, Campaign Management, Online Advertising, Performance Reporting, Digital Advertising, Campaign Planning, Performance Analysis, Paid media, Digital Marketing Campaigns, Search Engine Marketing, Keyword Research, Account Management, Account Strategy
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Logistic Regression, Sampling (Statistics), Model Evaluation, Statistical Methods, Regression Analysis, Statistical Hypothesis Testing, Statistical Modeling, Statistical Programming, Statistical Analysis, R Programming, Business Analytics, Predictive Modeling, Advanced Analytics, Estimation, Probability & Statistics, Statistical Inference
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Exploratory Data Analysis, Feature Engineering, Dimensionality Reduction, Supervised Learning, Classification Algorithms, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Machine Learning Methods, Statistical Hypothesis Testing, Model Training, Data Processing, Machine Learning
Intermediate · Specialization · 3 - 6 Months
Michigan State University
Skills you'll gain: Photography, Peer Review, Photo/Video Production and Technology, Image Quality
Mixed · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Language Interpretation, Translation, and Studies, Natural Language Processing, Quality Assurance, Multilingualism, Technical Communication, Collaborative Software, Vocabulary
Intermediate · Course · 3 - 6 Months

University of Cambridge
Intermediate · Course · 1 - 3 Months

Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Hypertext Markup Language (HTML), Web Design and Development, Web Development, Web Design, Front-End Web Development, Cloud Hosting, Web Presence, Animations, Code Reusability, Maintainability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Team Oriented, Team Performance Management, Team Building, Agile Software Development, Agile Product Development, Business Marketing, Meeting Facilitation
Beginner · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Project Planning, Prioritization, Project Scoping, Sprint Planning, Strategic Prioritization, Project Implementation, Project Management, Project Schedules, Project Coordination, Product Roadmaps, Milestones (Project Management), Stakeholder Communications, Project Estimation, Work Breakdown Structure, Communication Planning, Scope Management, Project Documentation, Scrum (Software Development), Project Performance, Release Management
Intermediate · Course · 1 - 4 Weeks