The language used throughout the course, in both instruction and assessments.

Google Cloud
Skills you'll gain: Data Pipelines, Google Cloud Platform, Dataflow, Data Lakes, MLOps (Machine Learning Operations), Looker (Software), Real Time Data, Data Processing, Cloud Engineering, Big Data, Systems Design, Data Warehousing, Data Infrastructure, Cloud Infrastructure, Cloud Storage, Unstructured Data, Dashboard, Extract, Transform, Load, Tensorflow, Data Architecture
Intermediate · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Data Modeling, Artificial Intelligence, Large Language Modeling, Business Intelligence, Deep Learning, Machine Learning, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Snowflake
Skills you'll gain: Prompt Engineering, Generative AI, LLM Application, Data Engineering, Data Manipulation, Snowflake Schema, Large Language Modeling, Application Deployment, Data Lakes, Data Warehousing, Unstructured Data, Cloud Development, SQL, Natural Language Processing, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure
Beginner · Professional Certificate · 1 - 3 Months

Skills you'll gain: Data Ethics, Data Analysis, Data Literacy, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Management, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data
Beginner · Course · 1 - 3 Months

Skills you'll gain: Natural Language Processing, Large Language Modeling, Data Ethics, Responsible AI, Text Mining, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Processing, Artificial Intelligence, Scikit Learn (Machine Learning Library), Time Series Analysis and Forecasting, Machine Learning, Data Analysis, Unstructured Data, Data Cleansing, Applied Machine Learning, Unified Modeling Language
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Tensorflow, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Apache Spark, Data Infrastructure, Unstructured Data, Applied Machine Learning, Real Time Data, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Feature Engineering, Data Processing, PySpark
Intermediate · Specialization · 3 - 6 Months

EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Text Mining, Applied Machine Learning, Asset Management, Network Analysis, Data Visualization Software, Financial Data, Market Data, Unstructured Data, Web Scraping, Machine Learning, Social Network Analysis, Advanced Analytics, Financial Market, Financial Analysis, Financial Modeling, Return On Investment, Risk Analysis, Risk Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Real Time Data, Dataflow, Google Cloud Platform, Data Pipelines, Data Lakes, Data Import/Export, Tensorflow, Feature Engineering, Dashboard, Cloud Infrastructure, Apache Spark, Big Data, Data Warehousing, Applied Machine Learning, PySpark, Unstructured Data, Extract, Transform, Load, Cloud Storage, Data Infrastructure, Cloud Solutions
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Real Time Data, Google Cloud Platform, Data Pipelines, Looker (Software), PySpark, Tensorflow, Data Lakes, Apache Spark, Dashboard, Data Import/Export, Data Processing, Data Warehousing, Big Data, Data Infrastructure, Cloud Infrastructure, Unstructured Data, Feature Engineering, Data Storage, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Data Transformation, Engineering Management, Data-Driven Decision-Making, Computational Thinking, Exploratory Data Analysis, Data Storytelling, Data Integration, Capacity Management, Data Analysis, Data Warehousing, Data Strategy, Data Management, Data Lakes, Unstructured Data, Business Intelligence, Data Governance, Data Access, Data Literacy, Solution Design, Data Quality
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Generative AI, Anomaly Detection, Predictive Modeling, Text Mining, Predictive Analytics, Advanced Analytics, Data Cleansing, Natural Language Processing, Unstructured Data, Data Analysis, Forecasting, Statistical Analysis, Data Quality, Time Series Analysis and Forecasting, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Text Mining, Tensorflow, Applied Machine Learning, Machine Learning Methods, Data Analysis, Predictive Modeling, Semantic Web, Statistical Methods, JSON, Data Science, Data Structures
Build toward a degree
Beginner · Specialization · 3 - 6 Months