
DeepLearning.AI
Skills you'll gain: Supervised Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Classification Algorithms, Feature Engineering, Artificial Intelligence, Model Evaluation, Data Preprocessing, Python Programming, Logistic Regression, Regression Analysis, Unsupervised Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Big Data, Apache Hive, Kubernetes, Data Processing, Performance Tuning, Scalability, Distributed Computing, Analytics
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: JSON, Computer Vision, Application Programming Interface (API), Image Analysis, Unit Testing, Object Oriented Programming (OOP), Data Processing, Restful API, Debugging, Object Oriented Design, Jupyter, Programming Principles, Web Scraping, Python Programming, Computer Programming, Data Import/Export, Integrated Development Environments, Data Manipulation, Data Structures, Functional Design
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

Skills you'll gain: User Research, Cascading Style Sheets (CSS), User Experience, Design Research, Linux Commands, Usability, Debugging, User Interface (UI), Command-Line Interface, Software Visualization, Web Content Accessibility Guidelines, Pseudocode, User Interface and User Experience (UI/UX) Design, Web Design and Development, Javascript, Web Applications, Event-Driven Programming, Unit Testing, JavaScript Frameworks, API Design
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Stanford University
Skills you'll gain: Cooking, Meal Planning And Preparation, Nutrition and Diet, Health Education, Food and Beverage, Behavioral Health, Chronic Diseases, Health Informatics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Ggplot2, R (Software), R Programming, Data Analysis, Tidyverse (R Package), Data Visualization, Statistical Programming, Data Visualization Software, Data Cleansing, Data Manipulation, Package and Software Management, Data Structures
Beginner · Course · 1 - 3 Months

Skills you'll gain: Disaster Recovery, Business Continuity, Site Reliability Engineering, Capacity Planning, Hybrid Cloud Computing, Google Cloud Platform, Kubernetes, Cloud Computing Architecture, System Monitoring, Cloud Computing, Scalability, Infrastructure as Code (IaC), YAML, Incident Response, Load Balancing, Cloud Security
Advanced · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking, Simulations
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Data Store, SQL, Relational Databases, Database Management, Database Design, MySQL, Databases, Data Modeling, Web Scraping, Data Visualization Software, Object Oriented Programming (OOP), JSON, Data Processing, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Business Analytics, Data Science, Advanced Analytics, Business Workflow Analysis, Project Management, Communication, Stakeholder Communications, Data Management, Professional Networking
Advanced · Course · 1 - 3 Months

Skills you'll gain: Containerization, Cloud-Native Computing, OpenShift, Kubernetes, Docker (Software), Istio, Application Deployment, Microservices, YAML, Virtualization and Virtual Machines, Command-Line Interface, Scalability
Intermediate · Course · 1 - 3 Months