
Skills you'll gain: Deep Learning, Unsupervised Learning, Keras (Neural Network Library), Tensorflow, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Transfer Learning, Recurrent Neural Networks (RNNs), Generative AI, Time Series Analysis and Forecasting, Reinforcement Learning, Computer Vision
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
Intermediate · Guided Project · Less Than 2 Hours

California Institute of the Arts
Skills you'll gain: Wireframing, User Interface and User Experience (UI/UX) Design, Mockups, Responsive Web Design, Web Design, User Interface (UI) Design, User Experience Design, Prototyping, Web Language, Graphic and Visual Design, HTML and CSS, Typography, Peer Review
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Key Performance Indicators (KPIs), Marketing Analytics, Business Analytics, Analytics, Data Processing, Data Analysis, Data Visualization, Data Visualization Software, Performance Measurement, Data Cleansing, Business Intelligence, Business Metrics, Data Integration, Tableau Software, Data Manipulation, Pandas (Python Package), Exploratory Data Analysis, Marketing, Programming Principles, Data Management
Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Graph Theory, Combinatorics, Network Analysis, Applied Mathematics, Data Structures, Algorithms, Network Routing, Network Model, Theoretical Computer Science, Program Development
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content, Integrated Development Environments
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistical Methods, Statistics, Probability, Probability Distribution, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing
Mixed · Course · 1 - 4 Weeks

Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Network Model, Programming Principles, Social Network Analysis, Network Analysis, Theoretical Computer Science, Network Routing, Computational Logic
Intermediate · Course · 1 - 4 Weeks
University of Alberta
Skills you'll gain: Requirements Analysis, Requirements Elicitation, Requirements Management, Functional Requirement, Business Requirements, Product Requirements, Backlogs, User Requirements Documents, Scope Management, Change Control, User Story, System Requirements, Acceptance Testing, Agile Methodology, Agile Software Development, Prioritization
Mixed · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Technical Communication, Computational Thinking, Software Engineering, Engineering Software, Algorithms, Technical Writing, Problem Solving, Data Structures, Problem Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
Intermediate · Guided Project · Less Than 2 Hours

Universitat Autònoma de Barcelona
Skills you'll gain: Computer Architecture, Hardware Architecture, System Design and Implementation, Application Specific Integrated Circuits, Digital Design, Design Software, Computer Hardware, Verification And Validation, Computer Programming Tools, Simulations
Intermediate · Course · 1 - 3 Months