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: Scalability, Event-Driven Programming, Functional Design, Application Development, User Flows, Application Design, Computer Programming
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Data Collection, Performance Measurement, Benchmarking, Data Validation, Exploratory Data Analysis, A/B Testing, Analysis, User Feedback, Predictive Modeling
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Image Quality, Data Preprocessing, Data Quality, Generative AI, Data Validation, Data Collection, Data Transformation, PyTorch (Machine Learning Library), Data Ethics, Data Management, Metadata Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Microservices, Cloud Computing Architecture, Kubernetes, CI/CD, Cloud Security, Network Architecture, Google App Engine, Google Cloud Platform, Service Level, Site Reliability Engineering, Restful API, Devops Tools, Cloud Storage, Application Design, Load Balancing, System Monitoring, Scalability
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Serverless Computing, Google Cloud Platform, Cloud API, Image Analysis, Cloud Storage, File Management, Computer Vision, Cloud Computing, Data Lakes, Network Analysis
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Computer Vision, Model Evaluation, Data Preprocessing
Intermediate · Course · 1 - 3 Months

The Museum of Modern Art
Skills you'll gain: Cultural Diversity, Aesthetics, Design, Art History, Sustainability Standards, Research, Non-Verbal Communication, Creativity, World History, Social Impact, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Text Mining, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Algorithms, Statistical Modeling, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: Clinical Documentation, Medical Imaging, ChatGPT, Generative AI, Clinical Trials, Precision Medicine, Health Insurance Portability And Accountability Act (HIPAA) Compliance, AI Personalization, Health Care Procedure and Regulation, Patient-centered Care, Health Informatics, Radiology, Clinical Research, Patient Education And Counseling, Decision Support Systems, Artificial Intelligence, Science and Research, Healthcare Ethics, Digital Transformation, Ethical Standards And Conduct
Intermediate · Course · 1 - 4 Weeks

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

University of California, Davis
Skills you'll gain: Data Visualization, Data Visualization Software, Tableau Software, Data Storytelling, Data Presentation, Exploratory Data Analysis, Design Elements And Principles, Data Analysis, Color Theory, Data Ethics, User Centered Design, Human Factors
Beginner · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Econometrics, Research Design, Qualitative Research, Scientific Methods, Quantitative Research, Research, Stata, Data Analysis, Statistical Analysis, Statistical Software, Surveys, Data Collection, Data Ethics, Ethical Standards And Conduct
Intermediate · Course · 1 - 3 Months