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

Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scatter Plots, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Descriptive Statistics, Jupyter, Microsoft Azure, Matplotlib, Feature Engineering, Scatter Plots, Data Analysis, Statistics, Exploratory Data Analysis, Seaborn, Data Visualization Software, Correlation Analysis, Applied Machine Learning
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Applied Machine Learning, Google Cloud Platform, Image Analysis, MLOps (Machine Learning Operations), Computer Vision, Predictive Modeling, Machine Learning, Cloud Storage, Cloud API
Intermediate · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Multimodal Prompts, Generative Model Architectures, Applied Machine Learning, Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Data Processing, Responsible AI, Unsupervised Learning, Linear Algebra, Data Manipulation, Feature Engineering
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

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

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

Google Cloud
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Deep Learning
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Data Transformation, Cloud Development, Exploratory Data Analysis, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
Intermediate · Guided Project · Less Than 2 Hours

Stanford University
Skills you'll gain: Health Informatics, Clinical Data Management, Healthcare Ethics, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Application Deployment, Health Care Procedure and Regulation, Data Ethics, Healthcare Industry Knowledge, Performance Tuning, Feature Engineering, Risk Modeling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Plotly, NumPy, Probability & Statistics, Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Machine Learning, Interactive Data Visualization, Performance Tuning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Prompt Engineering, Data Management, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Statistics, Cloud Computing, Application Deployment, Azure Synapse Analytics, Large Language Modeling, Data Pipelines, Generative AI, Data Processing, Machine Learning, Applied Machine Learning, Scalability, Continuous Monitoring
Intermediate · Specialization · 1 - 3 Months