IBM courses can help you learn data analysis, cloud computing, artificial intelligence, and machine learning. You can build skills in programming with Python, utilizing SQL for database management, and implementing AI models for real-world applications. Many courses introduce tools like IBM Watson for AI development, IBM Cloud for scalable solutions, and various data visualization software, providing practical experience in leveraging technology to solve complex problems.

Skills you'll gain: Data Cleansing, Data Manipulation, Data Preprocessing, Business Analysis, Model Deployment, Model Evaluation, Data Modeling, Data Science, Data Collection, Data Analysis, Data Mining
★ 4.6 (21K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Machine Learning Methods, Applied Machine Learning, Data Presentation, Machine Learning, Data Analysis, Machine Learning Algorithms, Descriptive Statistics, Regression Analysis, Python Programming, Artificial Neural Networks, Application Development
★ 4.7 (218) · Advanced · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, Applied Machine Learning, Big Data, Data Storage Technologies, Data Preprocessing, Data Storage, Machine Learning Algorithms, Machine Learning, Data Processing, Data Science, Model Evaluation
★ 3.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Forecasting, Probability Distribution, Data Analysis, Statistical Analysis, Statistical Methods, Analytics, Probability & Statistics, Microsoft Excel, Statistics, Spreadsheet Software, Probability, Model Evaluation
★ 4.6 (155) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Dashboard, Analysis, Analytics, Data Visualization, Big Data, Data Storage Technologies, Analytical Skills, Data Wrangling, Data Science, Data Mart, Data Warehousing, Data Processing, Data Storage, Data Lakes, Microsoft Excel
★ 4.7 (21K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Supervised Learning, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Python Programming, Logistic Regression, Model Optimization
★ 4.7 (18K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Needs Assessment, Model Evaluation, Technical Consulting, Artificial Intelligence, Report Writing, Risk Analysis, Data Access, Data Architecture, Data Governance, Data Quality, Organizational Change, Verification And Validation, Accountability, Governance, Authorization (Computing), Stakeholder Communications
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, AI literacy, Business Transformation, Stakeholder Management, Consulting, Business Consulting, Project Scoping, Due Diligence, Stakeholder Analysis, Business Analysis, Stakeholder Communications, Gap Analysis, Strategic Prioritization, Needs Assessment, Scope Management, Report Writing, Prioritization
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Governance Risk Management and Compliance, Governance, AI literacy, AI Enablement, Risk Management Framework, Enterprise Risk Management (ERM), AI Product Strategy, Regulatory Compliance, AI Integrations, Technical Consulting, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Consulting, AI Orchestration, Generative AI, Management Consulting, Generative AI Agents, Business Consulting, Change Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Programming Principles, File I/O
★ 4.5 (625) · Beginner · Course · 1 - 3 Months

Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Model Optimization, Responsible AI, Data Ethics, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering
★ 4.4 (213) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Priorities, Business Workflow Analysis, Strategic Prioritization, Agentic Workflows, Artificial Intelligence, Business Analysis, Prioritization, Portfolio Management, Process Analysis, Performance Measurement, Process Mapping, Risk Analysis, Operational Risk, Consolidation, Feasibility Studies, Estimation, Project Estimation
Beginner · Course · 1 - 4 Weeks