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IBM AI Courses

IBM AI courses can help you learn how artificial intelligence (AI) models are designed, trained, and applied across different use cases. You can build skills in machine learning workflows, data preparation, model evaluation, and working with AI services offered through IBM’s platforms. Many courses introduce tools such as Python libraries, cloud-based environments, and interfaces that support experimenting with AI techniques and building practical solutions.

Popular IBM AI Courses and Certifications


  • I

    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Apache Spark, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Database Design, Data Processing, SQL, NoSQL, Data Security, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Capstone Project: Applying UI/UX Design in the Real World

    Skills you'll gain: User Research, Design Thinking, UI/UX Research, Usability Testing, Design Research, User Interface and User Experience (UI/UX) Design, Wireframing, Usability, User Interface (UI), User Experience, Mockups, User Experience Design, Persona (User Experience), User Interface (UI) Design, Prototyping, Figma (Design Software), Interaction Design, User Flows, Software Documentation, Persona Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Advanced · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Business Analysis Tools, Systems Analysis, Data Flow Diagrams (DFDs), Project Design, Development Environment

    5
    Rating, 5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google

    Project Execution: Running the Project

    Skills you'll gain: Quality Management, Project Closure, Team Management, Project Management, Product Quality (QA/QC), Project Management Life Cycle, Quality Assessment, Quality Assurance, Team Leadership, Project Controls, Project Implementation, Issue Tracking, Team Building, Project Management Software, Project Risk Management, Data Storytelling, Project Documentation, Continuous Improvement Process, Risk Management, Strategic Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10K reviews

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Data Visualization with Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Data Visualization Software, Data Visualization, Plot (Graphics), Dashboard, Interactive Data Visualization, Dashboard Creation, Matplotlib, Geospatial Information and Technology, Histogram, Spatial Data Analysis, Seaborn, Data Analysis, Scatter Plots, Jupyter, Geospatial Mapping, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12K reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Big Data with Spark and Hadoop

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Apache Hive, Big Data, IBM Cloud, Kubernetes, Docker (Software), Scalability, Data Processing, Development Environment, Distributed Computing, Performance Tuning, Open Source Technology, Data Transformation, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    480 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    DeepLearning.AI TensorFlow Developer

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Computer Vision, Model Evaluation, Transfer Learning, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Model Training, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Generative AI, Classification Algorithms, Forecasting, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • G

    Google

    IT Security: Defense against the digital dark arts

    Skills you'll gain: IT Security Architecture, Information Systems Security, Network Security, Security Controls, Cybersecurity, Security Awareness, AI Security, Encryption, Cryptography, Security Strategy, Computer Security Awareness Training, Authorization (Computing), Threat Management, Firewall, Authentications, Identity and Access Management, Threat Detection, Hardening, Malware Protection, Cryptographic Protocols

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Alberta

    Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning, Sampling (Statistics), Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Systems Development, Simulations, Solution Architecture, Agentic systems, Feature Engineering, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Decision Intelligence, Supervised Learning, Algorithms, Model Evaluation, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to DevOps

    Skills you'll gain: DevOps, Agile Methodology, Cloud-Native Computing, Devops Tools, Continuous Integration, CI/CD, Test Driven Development (TDD), Agile Software Development, Scrum (Software Development), Continuous Deployment, Software Development Methodologies, Behavior-Driven Development, Cloud Computing Architecture, Continuous Delivery, Performance Metric, Team Performance Management, Accountability, Culture Transformation, Microservices, Organizational Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4.2K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Davis

    Content Marketing

    Skills you'll gain: Content Marketing, Content Performance Analysis, Content Optimization, Marketing Strategy and Techniques, Goal Setting, Key Performance Indicators (KPIs), Search Engine Optimization, Brand Strategy, Content Scheduling, Strategic Marketing, Content Creation, Marketing Channel, Customer Insights, Writing and Editing, Writing, Selling Techniques, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Social Media Campaigns

    4.5
    Rating, 4.5 out of 5 stars
    ·
    5.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google

    Put It to Work: Prepare for Cybersecurity Jobs

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Cybersecurity, Cyber Threat Intelligence, Security Management, Security Awareness, Data Ethics, Data Security, Technical Communication, AI Workflows, Artificial Intelligence, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6.3K reviews

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular ibm ai courses

  • Introduction to Data Engineering: IBM
  • Capstone Project: Applying UI/UX Design in the Real World : IBM
  • Introduction to Systems Architecture  : IBM
  • Project Execution: Running the Project: Google
  • Data Visualization with Python: IBM
  • Introduction to Big Data with Spark and Hadoop: IBM
  • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
  • IT Security: Defense against the digital dark arts : Google
  • Reinforcement Learning: University of Alberta
  • Introduction to DevOps: IBM

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