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.

Skills you'll gain: Anomaly Detection, Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Applications, Application Deployment, Image Analysis, Computer Vision
Beginner · Project · Less Than 2 Hours

Skills you'll gain: HTML and CSS, Bootstrap (Front-End Framework), Cascading Style Sheets (CSS), Responsive Web Design, Web Design, Front-End Web Development, Web Development, Web Applications, Animations, Hypertext Markup Language (HTML), Typography, Interactive Design, Maintainability
Advanced · Course · 3 - 6 Months

Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Serverless Computing, Image Analysis, API Gateway, Restful API, Computer Vision, Event-Driven Programming, Amazon S3, Microservices, Cloud-Native Computing, Amazon Web Services, Cloud Deployment, Authentications, Cloud Computing Architecture, Amazon DynamoDB, AI Integrations, Application Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: .NET Framework, User Interface (UI), User Interface (UI) Design, UI Components, Dashboard Creation, Animations, Mobile Development, User Interface and User Experience (UI/UX) Design, C# (Programming Language), Cross Platform Development, Role-Based Access Control (RBAC), Application Development, Code Reusability, Extensible Markup Language (XML)
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Model Optimization, Generative AI Agents, Model Deployment, Tensorflow, Google Cloud Platform, Model Training, Keras (Neural Network Library), Machine Learning, Data Preprocessing, Prompt Engineering, Machine Learning Software, MLOps (Machine Learning Operations), Generative AI, Model Evaluation, Cloud Infrastructure, Prompt Engineering Tools, Applied Machine Learning, Data Cleansing, Cloud Computing
★ 4.5 (9.8K) · Intermediate · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Transfer Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Machine Learning, Debugging, Model Training, Decision Intelligence, AI Product Strategy, Model Optimization, Model Evaluation, AI Workflows
★ 4.8 (50K) · Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Classification Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Model Training, Logistic Regression, Supervised Learning, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Model Evaluation, Text Mining, Machine Learning Algorithms, Feature Engineering, Data Cleansing, Scalability, Model Optimization, Risking, Machine Learning, Natural Language Processing, Probability & Statistics
★ 4.7 (3.7K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, CI/CD, Scalability, Microservices, Application Deployment, Continuous Deployment, Application Performance Management, Prometheus (Software), Cloud Platforms, System Monitoring, Grafana
Intermediate · Course · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Time Series Analysis and Forecasting, Statistical Inference, Statistical Methods, R Programming, Forecasting, Statistical Programming, R (Software), Probability & Statistics, Statistical Modeling, Technical Communication, Probability, Statistics, Statistical Analysis, Statistical Reporting, Statistical Software, Probability Distribution, Data Analysis, Markov Model, Data Science
★ 4.6 (3.5K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Serverless Computing, Amazon Web Services, AWS CloudFormation, YAML, Cloud Development, Development Environment, Cloud Applications, Email Automation, Restful API, Amazon S3, Amazon DynamoDB, Node.JS, Computer Vision, Software Development Tools, Application Deployment, Integrated Development Environments, Debugging
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Load Balancing, Cloud Infrastructure, Google Cloud Platform, Terraform, Infrastructure As A Service (IaaS), Infrastructure as Code (IaC), Cloud Engineering, Virtual Private Networks (VPN), General Networking, Cloud Services, Virtual Machines, Virtual Networking, Hybrid Cloud Computing, Managed Services, Scalability
Intermediate · Course · 1 - 3 Months