
Skills you'll gain: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: GitHub, Git (Version Control System), Version Control, Software Versioning, Continuous Integration, Collaborative Software, Code Review, Command-Line Interface, Issue Tracking, Debugging
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Bayesian Statistics, Sampling (Statistics), Exploratory Data Analysis, Statistical Hypothesis Testing, Statistical Inference, Peer Review, Regression Analysis, Probability Distribution, Statistical Software, Statistical Analysis, Probability, Statistical Reporting, Data Analysis, R (Software), Statistics, Probability & Statistics, Statistical Modeling, R Programming, Statistical Methods, Data Visualization
Beginner · Specialization · 3 - 6 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Linear Algebra, Numerical Analysis, Differential Equations, Engineering Calculations, Matlab, Engineering Analysis, Finite Element Methods, Mathematical Software, Integral Calculus, Mechanical Engineering, Calculus, Algebra, Applied Mathematics, electromagnetics, Advanced Mathematics, Mathematical Modeling, General Mathematics, Estimation, Scripting, Engineering
Beginner · Specialization · 3 - 6 Months
DeepLearning.AI
Skills you'll gain: Tensorflow, Transfer Learning, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Natural Language Processing, Computer Vision, Time Series Analysis and Forecasting, Keras (Neural Network Library), Embeddings, Image Analysis, Deep Learning, Scalability, Applied Machine Learning, Predictive Modeling, Artificial Intelligence, Data Preprocessing, Artificial Neural Networks, Text Mining, Forecasting, Machine Learning
Intermediate · Professional Certificate · 3 - 6 Months
University of Michigan
Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Decision Tree Learning, Unsupervised Learning, Python Programming, Random Forest Algorithm, Regression Analysis, Classification Algorithms, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Case Studies, Market Opportunities, Human Centered Design, Curiosity, Storytelling, Growth Mindedness, Business Modeling
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Data Transformation, Data Manipulation, Algebra, Advanced Mathematics, Jupyter, Applied Mathematics, Python Programming, Machine Learning, Debugging
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unity Engine, 3D Assets, Game Design, Virtual Environment, Video Game Development, Debugging, Computer Graphics, Algorithms, Scripting, Computer Programming
Advanced · Course · 1 - 3 Months

Skills you'll gain: SQL, Databases, Relational Databases, Data Analysis, Query Languages, Stored Procedure, Data Manipulation, Cloud Applications, Jupyter, Pandas (Python Package), Python Programming
Beginner · Course · 1 - 3 Months
Rice University
Skills you'll gain: Statistical Hypothesis Testing, Microsoft Excel, Graphing, Statistical Methods, Regression Analysis, Pivot Tables And Charts, Statistics, Descriptive Statistics, Spreadsheet Software, Probability & Statistics, Probability Distribution, Excel Formulas, Business Analytics, Statistical Modeling, Statistical Analysis, Statistical Inference, Data Analysis, Data Presentation, Model Evaluation, Sample Size Determination
Beginner · Specialization · 3 - 6 Months
Duke University
Skills you'll gain: Data Storytelling, Database Design, MySQL, Relational Databases, SQL, Data Visualization, Business Analytics, Business Metrics, Data Visualization Software, Analytics, Tableau Software, Business Process Improvement, Dashboard, Predictive Modeling, Histogram, Data Analysis, Microsoft Excel, Business Analysis, Big Data, Business Communication
Beginner · Specialization · 3 - 6 Months