
Skills you'll gain: Data Storytelling, Model Evaluation, Data Modeling, SQL, Model Deployment, Data Mining, Jupyter, Databases, Data Cleansing, Business Research, Data Preprocessing, Data Science, Relational Databases, Business Analysis, Data Analysis, IBM Cloud, Data Visualization Software, R (Software), Big Data, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: GitHub, Git (Version Control System), Infrastructure as Code (IaC), Version Control, Cloud Management, Debugging, Puppet (Configuration Management Tool), Unit Testing, Infrastructure As A Service (IaaS), Bash (Scripting Language), Network Troubleshooting, Web Services, Object Oriented Programming (OOP), Application Programming Interface (API), Interviewing Skills, Applicant Tracking Systems, Data Structures, Python Programming, Configuration Management, Automation
Advanced · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Plot (Graphics), Rmarkdown, Statistical Programming, Data Science, Statistical Visualization, Ggplot2, Version Control, Data Transformation, Dimensionality Reduction, Data Visualization Software, Data Integration, Knitr, Data Sharing, GitHub, Machine Learning
Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Ajax, HTML and CSS, Cascading Style Sheets (CSS), Javascript, Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Development, Front-End Web Development, Web Design and Development, JSON, Web Applications, Scripting, Browser Compatibility, Hypertext Markup Language (HTML), Object Oriented Programming (OOP), Event-Driven Programming, User Experience Design, Web Services, Requirements Analysis
Beginner · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Computer Vision, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Transfer Learning, Keras (Neural Network Library), Artificial Neural Networks, Image Analysis, Applied Machine Learning, Large Language Modeling, Supervised Learning, PyTorch (Machine Learning Library), Hugging Face, Artificial Intelligence, Model Evaluation, Embeddings, Machine Learning
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Enablement, AI Security, Risking, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Evaluation, Process Optimization, Operational Efficiency, Emerging Technologies, Data Security, Critical Thinking, Analysis, Natural Language Processing, Innovation, Data-Driven Decision-Making
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Data Engineering, Database Administration, Data Pipelines, SQL, Database Management, Extract, Transform, Load, Apache Airflow, Database Architecture and Administration, Shell Script, IBM DB2, Data Store, Relational Databases, Jupyter, Generative AI, Data Security
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Jupyter, IBM Cloud, Data Visualization Software, R (Software), Computer Programming Tools, Development Environment, Exploratory Data Analysis, Data Science, Integrated Development Environments, Data Analysis, GitHub, Python Programming, Scala Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, AI Enablement, Generative AI, Data Mining, Responsible AI, AI Product Strategy, Information Architecture, Strategic Decision-Making, Enterprise Architecture, Data Analysis, Business Strategy, Big Data, Business Process Automation, Data Architecture, Data Science, Regression Analysis, Natural Language Processing, Business Ethics, Leadership, Social Impact
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, IBM Cloud, Responsible AI, ChatGPT, No-Code Development, Machine Learning Software, WordPress, Deep Learning, Machine Learning, AI Workflows, LLM Application, Workflow Management, Artificial Intelligence, Generative AI Agents, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Validation, Spreadsheet Software, Analytics, Data Analysis, SQL, Excel Formulas, Data Manipulation, Pivot Tables And Charts, Constructive Feedback, Data Integration
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Governance, Presentations, Apache Spark, SQL, Distributed Computing, Data Quality, Descriptive Statistics, Data Lakes, Data Storytelling, Peer Review, Exploratory Data Analysis, Data Pipelines, JSON, Statistical Analysis, Data Modeling, Performance Metric, Data Warehousing, Data Analysis, Databases, Complex Problem Solving
Beginner · Specialization · 3 - 6 Months