
Skills you'll gain: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Quality, Business Priorities, Pandas (Python Package), NumPy, Machine Learning, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Ggplot2, R (Software), Data Validation, Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Dashboard, Data Structures, Python Programming, Interviewing Skills, Professional Development
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data Storytelling, Data Governance, Marketing Analytics, Data Presentation, Data Visualization, Business Analytics, Accounting, Infographics, Data Management, Storytelling, Data Collection, Data Quality, Data Visualization Software, Business Analysis, Analytics, Regression Analysis, Data Analysis, Advanced Analytics, Power BI, Machine Learning
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: LangChain, LLM Application, LangGraph, Large Language Modeling, Generative AI, Generative Model Architectures, Cloud-Based Integration, CI/CD, Cloud API, Data Integration, Artificial Intelligence, Containerization, Restful API, Open Source Technology, MLOps (Machine Learning Operations), Cloud Development, Continuous Integration, Amazon Web Services, Docker (Software), Python Programming
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Amazon Bedrock, Data Processing
Beginner · Course · 1 - 3 Months
Skills you'll gain: Data Ethics, Applied Machine Learning, Unsupervised Learning, Random Forest Algorithm, Data Analysis, Regression Analysis, Responsible AI, Decision Tree Learning, Machine Learning Algorithms, Data Collection, Deep Learning, Workflow Management, MLOps (Machine Learning Operations), Statistical Analysis, Business Ethics, Compliance Management, Test Planning, Learning Strategies, Goal Setting, Registration
Intermediate · Professional Certificate · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Image Analysis, Responsible AI, Data Ethics, Computer Vision, Deep Learning, Unsupervised Learning, Information Privacy, Data Synthesis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

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

Skills you'll gain: NoSQL, Apache Hadoop, Apache Spark, Extract, Transform, Load, MongoDB, PySpark, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Generative AI, IBM Cloud, Graph Theory, Kubernetes, Supervised Learning, Distributed Computing, Docker (Software), Data Processing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Keras (Neural Network Library), Image Analysis, Computer Vision, Deep Learning, Tensorflow, Google Cloud Platform, Applied Machine Learning, Machine Learning Methods, Data Processing, Visualization (Computer Graphics)
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Feature Engineering, Small Data, Cloud API
Advanced · Course · 1 - 3 Months