
Skills you'll gain: Predictive Modeling, Machine Learning, Supervised Learning, Data Science, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Unsupervised Learning, Reinforcement Learning, Performance Metric
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Data Structures, Data Visualization Software, Financial Data, Financial Analysis, Data Analysis, Debugging, Programming Principles, Python Programming, Data Manipulation, File Management, Data Validation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, MLOps (Machine Learning Operations), Data Lakes, Apache Kafka, Real Time Data, Data Warehousing, Unstructured Data, Data Processing, Data Management, Data Infrastructure, Cloud Engineering, Cloud Storage, Big Data, Cloud Infrastructure, Extract, Transform, Load, Tensorflow, Data Visualization, Applied Machine Learning
Intermediate · Professional Certificate · 3 - 6 Months

Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Computer Programming
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Kubernetes, Load Balancing, Infrastructure As A Service (IaaS), Generative AI, Cloud Services, Identity and Access Management, Containerization, Cloud Storage, Virtual Machines, Network Routing, TCP/IP, Network Architecture, General Networking, Virtual Private Networks (VPN), Cloud Computing, Network Infrastructure, Network Planning And Design
Intermediate · Specialization · 3 - 6 Months

Peking University
Skills you'll gain: Research, Research Methodologies, Legal Research, Research Design, Writing, Legal Writing, Peer Review, Databases, Editing, Journals
Mixed · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Processing, Data Cleansing, Machine Learning, Regression Analysis, Data Manipulation, Business Analytics, Feature Engineering, Random Forest Algorithm, Statistical Modeling, Sampling (Statistics), Performance Metric
Intermediate · Course · 1 - 3 Months

Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Computer Programming, Computer Science
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Identity and Access Management, Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Application Deployment, Kubernetes, Microservices, CI/CD, Google App Engine, Cloud Computing, Generative AI, Terraform, Infrastructure As A Service (IaaS), Restful API, Data Storage, Cloud Services, Containerization, Cloud Storage, Cloud Computing Architecture, Technical Design
Intermediate · Professional Certificate · 3 - 6 Months

Xi'an Jiaotong University
Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Design, Databases, Database Management, Database Architecture and Administration, Query Languages, C# (Programming Language), Data Access, Data Integrity, Data Security
Beginner · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Deductive Reasoning, Computational Logic, Network Analysis, Arithmetic, Applied Machine Learning, Probability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Pandas (Python Package), Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Data Science, MLOps (Machine Learning Operations), Machine Learning, Tensorflow, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks