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: Intellectual Property, Research Methodologies, New Product Development, Performance Measurement, Business Planning, Design Thinking, Value Propositions, Financial Modeling, Private Equity, Team Building, Social Media Strategy, Business Modeling, Active Listening, Sustainable Business, Business Strategy, Social Impact, Ideation, Entrepreneurship, Business Operations, Organizational Structure
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Unsupervised Learning, Supervised Learning, Classification Algorithms, Regression Analysis, Dimensionality Reduction, Statistical Methods, Data Preprocessing, Applied Machine Learning, Model Evaluation, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Access, Anomaly Detection, Logistic Regression, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: OpenAI API, Prompt Engineering, Responsible AI, LLM Application, Image Analysis, Text Mining, Application Programming Interface (API), Generative AI, Artificial Intelligence, Natural Language Processing, Computer Vision, Development Environment
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Feature Engineering, Statistical Methods, Model Evaluation, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Visualization (Computer Graphics), Animations, Computer Graphics, Video Game Development
Advanced · Course · 1 - 3 Months

Skills you'll gain: Google Docs, Google Workspace, Email Automation, Collaborative Software, Action Oriented, Calendar Management, Document Management, Version Control
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Image Analysis, Cloud API, Google Cloud Platform, Applied Machine Learning, Computer Vision, Application Programming Interface (API), Machine Learning
Intermediate · Project · Less Than 2 Hours
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, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Artificial Neural Networks, Generative AI, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Data Preprocessing, Forecasting, Machine Learning
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Kubernetes, Virtual Networking, Cloud Applications, Cloud Deployment, Google Cloud Platform, Multi-Tenant Cloud Environments, Cloud API, Application Deployment, General Networking
Advanced · Project · Less Than 2 Hours

Skills you'll gain: Ajax, Responsive Web Design, HTML and CSS, Javascript and jQuery, Application Deployment, Web Development, Semantic Web, User Interface (UI), Data Validation, Payment Systems, Data Persistence
Mixed · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Amazon Web Services, Control Panels, Cloud Deployment, Application Deployment, Call Center Experience, Customer Communications Management, Outbound Calls, Inbound Calls
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, LLM Application, Machine Learning, Natural Language Processing, Innovation, Critical Thinking
Beginner · Course · 1 - 4 Weeks