
Johns Hopkins University
Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, Data Integration, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Software Installation
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Sampling (Statistics), Data Visualization, Plot (Graphics), Data Literacy, Statistics, Matplotlib, Statistical Visualization, Statistical Programming, Seaborn, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, Python Programming
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Multimodal Prompts, Embeddings, Large Language Modeling, Generative AI, Data Processing, Data Pipelines, Image Analysis, Prompt Engineering, Unstructured Data, Natural Language Processing, Text Mining, Computer Vision, Vector Databases, Data Capture, Sampling (Statistics)
Intermediate · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS CloudFormation, Devops Tools, Kubernetes, DevOps, Amazon Web Services, AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Infrastructure, Infrastructure as Code (IaC), Virtual Networking, Cloud Computing, Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Analysis, Analytics, Data Literacy, Correlation Analysis, Applied Machine Learning, Data Visualization, Machine Learning
Mixed · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Apache Spark, Scala Programming, Apache Hadoop, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Transformation, Network Performance Management, Data Persistence, Data Analysis, Programming Principles
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Kubernetes, Hybrid Cloud Computing, Istio, Cloud Infrastructure, Cloud Platforms, Google Cloud Platform, Cloud Computing Architecture, Cloud Management, Configuration Management, Microservices, Cloud Deployment, Git (Version Control System)
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Multi-Tenant Cloud Environments, Kubernetes, Role-Based Access Control (RBAC), Cloud Management, Capacity Management, Google Cloud Platform, System Monitoring, Identity and Access Management, DevOps, Cloud Infrastructure
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Application Deployment, Cloud Deployment, Kubernetes, Distributed Computing, Load Balancing, Google Cloud Platform, API Gateway, Cloud-Native Computing, Network Routing
Advanced · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Private Cloud, Google Cloud Platform, Network Security, Cloud Infrastructure, Virtual Networking, Infrastructure Security, Cloud Management, Cloud Computing, TCP/IP
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Hardening, Security Testing, Verification And Validation, Google Cloud Platform, Threat Management, Security Controls, Vulnerability Assessments, Cloud Computing
Advanced · Project · Less Than 2 Hours