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309 Courses Available
IBM Courses (309)
Guided Projects (446)
[ML0104EN] A Quick Introduction to Machine Learning (Machine Learning | Beginner)
[ML0122ENv3] Accelerating Deep Learning with GPUs (Machine Learning | Beginner)
[BD0141EN] Accessing Hadoop Data Using Hive (Big Data | Intermediate)
[AI0212EN] Advanced Fine-Tuning for Large Language Models (LLMs) (Artificial Intelligence | Intermediate)
[DB0203EN] Advanced SQL for Data Engineers (Data Analysis | Intermediate)
[AI0322EN] Agentic AI: Developing AI Agents (Artificial Intelligence , Agentic AI | Intermediate)
[AI0323EN] Agentic AI: LangChain and LangGraph (Artificial Intelligence , Agentic AI | Intermediate)
[AI0324EN] Agentic AI: LangGraph, CrewAI, AutoGen, and BeeAI (Artificial Intelligence | Intermediate)
[CD0116EN] Agile Development and Scrum (Cloud Development | Beginner)
[AI0214EN] AI Application Project with RAG and LangChain (Artificial Intelligence | Intermediate)
[PY0222EN] AI Applications with Python and Flask (Python | Intermediate)
[AI0201EN] AI Biomedical Applications Workshop (Artificial Intelligence | Intermediate)
[AI0109EN] AI Concepts (Artificial Intelligence | Beginner)
[AI0110EN] AI Ethics (Artificial Intelligence | Beginner)
[IN0101EN] An Introduction to IBM App Connect Enterprise v12 (ACE 12) (Integration | Beginner)
[RP0105EN] Analyzing Big Data in R using Apache Spark (R Programming | Beginner)
[BD0153EN] Analyzing Big Data with a spreadsheet UI (Big Data | Beginner)
[MD0111EN] Android App Development Fundamentals (Computer Science | Intermediate)
[BD0121EN] Apache Pig 101 (Big Data | Beginner)
[DM0231EN] Applied Data Integration, Storage, and Migration (Data Management | Intermediate)
[AI0101EN] Artificial Intelligence Fundamentals (Artificial Intelligence | Beginner)
[AI0203EN] Autoencoders and Regularization - Learn and Implement (Artificial Intelligence | Intermediate)
[JS0201EN] Back-End App Development with Node.js and Express (Javascript | Intermediate)
[CO0401EN] Beyond the Basics: Istio and IBM Cloud Kubernetes Service (Containers | Expert)
[BD0101EN] Big Data 101 (Big Data | Beginner)
[WD0202EN] Bootstrap for Web Development (Web Development | Intermediate)
[AI0114EN] Build a Neural Network with PyTorch (Artificial Intelligence | Beginner)
[BC0202EN] Build an IoT Blockchain Network for a Supply Chain (Blockchain | Intermediate)
[CB0201EN] Build Chatbots with Watson Assistant (Chatbot | Intermediate)
[SW0101EN] Build Swift Mobile Apps with Watson AI Services (Swift | Beginner)
[CB0103EN] Build Your Own Chatbot (Chatbot | Beginner)
[AI0213EN] Building AI Agents with RAG and LangChain (Artificial Intelligence | Intermediate)
[CB0101EN] Building AI Powered Chatbots Without Programming (Chatbot | Beginner)
[CB0103EN] Building AI-Powered Chatbots Without Coding (Chatbot | Beginner)
[CC0150EN] Building Cloud Native and Multicloud Applications (Cloud Computing | Beginner)
[DB0211EN] Building Django Applications with Databases (Database | Intermediate)
[IT0101EN] Building Robots with TJBot (IoT | Beginner)
[BA0101EN] Business Analysis Fundamentals (Business Analytics | Beginner)
[BA0201EN] Business Analysis: Capstone Project (Business Analytics | Intermediate)
[BI0101EN] Business Intelligence (BI) Fundamentals (Business Intelligence | Beginner)
[BI0301EN] Business Intelligence: Capstone Project (Business Intelligence | Advanced)
[PDM321EN] Capstone Project for Product Managers (Product Management | Advanced)
[DA0321EN] Capstone Project: Analyzing and Visualizing Data (Data Analysis | Advanced)
[DB0321EN] Capstone Project: Data Engineering (Database | Advanced)
[DB0320EN] Capstone Project: Data Warehouse Engineering (Database | Advanced)
[CD0285EN] Capstone Project: DevOps and Software Engineering (Cloud Development | Intermediate)
[SE0351EN] Capstone Project: Ethical Hacking with Gen AI (Security | Advanced)
[CD0322EN] Capstone Project: Front-end & Web Development (Cloud Development | Advanced)
[JS0322EN] Capstone Project: Full Stack JavaScript (Javascript | Advanced)
[JS0320EN] Capstone Project: JavaScript Backend Development (Javascript | Advanced)
[CD0320EN] Capstone Project: Python Back-end Development (Python | Advanced)
[SA0301EN] Capstone Project: Systems Analyst (Systems Analysis | Advanced)
[CD0215EN] CI/CD: Continuous Integration & Continuous Delivery (Cloud Development | Intermediate)
[AI0120EN] Classification Methods: Problems and Solutions (Artificial Intelligence | Beginner)
[AI0112EN] Classification with PyTorch (Artificial Intelligence | Beginner)
[CC0106EN] Cloud Native Fundamentals: Microservices, Containers, DevOps (Web Development | Beginner)
[CC0271EN] Cloud Pak for Integration Essentials (Cloud Computing | Intermediate)
[CC0202EN] Containers with Docker, Kubernetes, and OpenShift (Cloud Computing | Intermediate)
[BD0133EN] Controlling Hadoop Jobs using Oozie (Big Data | Beginner)
[AI0113EN] Convolutional Neural Networks with PyTorch (Artificial Intelligence | Beginner)
[CB109EN] Create a cognitive banking chatbot (Chatbot | Beginner)
[SN0201EN] Creating and Publishing Online Courses with Skills Network (Skills Network | Intermediate)
[CS0221EN] Cybersecurity Fundamentals (Computer Science & Information Technology | Beginner)
[SE0175EN] Cybersecurity Job Guide: Resume & Interview Preparation (Computer Science & Information Technology | Expert)
[SE0121EN] Cybersecurity Tools and Cyberattacks Fundamentals (Computer Science & Information Technology | Beginner)
[SE0332EN] Cybersecurity: Case Studies and Capstone Project (Computer Science & Information Technology | Intermediate)
[SE0234EN] Cybersecurity: Forensic Analysis and Incident Response (Computer Science & Information Technology | Intermediate)
[SE0201EN] Cybersecurity: Framework, Compliance, and Governance (Computer Science & Information Technology | Intermediate)
[SE0100EN] Cybersecurity: Kickstart your Career (Computer Science & Information Technology | Beginner)
[SE0233EN] Cybersecurity: Pen-Testing, Threat Hunting, & Encryption (Computer Science & Information Technology | Intermediate)
[DA0101EN] Data Analysis with Python (Data Analysis | Beginner)
[DA0291EN] Data Analyst Job Guide: Resume & Interview Preparation (Data Analysis | Beginner)
[DA0100EN] Data Analytics: An Introduction (Data Analysis | Beginner)
[DB0100EN] Data Engineering Fundamentals (Database | Beginner)
[DB0291EN] Data Engineering Job Guide: Resume & Interview Preparation (Database | Beginner)
[PY0221EN] Data Engineering Project with Python (Python | Intermediate)
[DJ0101EN] Data Journalism: First Steps, Skills and Tools (Data Visualization | Beginner)
[DM0321EN] Data Management: Capstone Project (Data Management | Advanced)
[DS0301EN] Data Privacy Fundamentals (Security & Privacy | Advanced)
[DS0101EN] Data Science 101 (Data Science | Beginner)
[DX0108EN] Data Science Bootcamp for University Professors - Advanced (Data Science | Beginner)
[DX0111EN] Data Science Bootcamp with Python for Banking Professionals (Data Science | Beginner)
[DS0321EN] Data Science Capstone Project (Data Science | Advanced)
[DS0103EN] Data Science Methodology (Data Science | Beginner)
[PY0220EN] Data Science Project: Hands-on with Python (Python | Intermediate)
[DS0105EN] Data Science Tools (Data Science | Beginner)
[SC0105EN] Data Science with Scala (Scala | Beginner)
[DS0100EN] Data Science: An Introduction (Data Science | Beginner)
[DS0291EN] Data Scientist Job Guide: Resume & Interview Preparation (Data Analysis | Beginner)
[DV0171EN] Data Visualization with Cognos Dashboard Embedded (Data Visualization | Beginner)
[DV0101EN] Data Visualization with Python (Data Visualization | Beginner)
[DV0151EN] Data Visualization with R (Data Visualization | Beginner)
[DB0260EN] Data Warehouses and BI Analytics (Database | Intermediate)
[SE0203EN] Database Fundamentals and Vulnerabilities (Computer Science & Information Technology | Intermediate)
[ML0120EN] Deep Learning with TensorFlow (Machine Learning | Beginner)
[BC0102EN] Deploy a web-based blockchain insurance application (Blockchain | Beginner)
[SA0202EN] Deploying, Testing and Maintaining Software Systems (Systems Analysis | Intermediate)
[PDM151EN] Developing and Delivering New Products for Product Managers (Product Management | Beginner)
[JS0211EN] Developing Back-end Database Applications: Node.js & MongoDB (Javascript | Intermediate)
[BD0135EN] Developing Distributed Applications Using ZooKeeper (Big Data | Beginner)
[MD0151EN] Developing Flutter Apps for iOS and Android (Mobile App Development | Beginner)
[AI0331EN] Developing Generative AI Applications using Python (Artificial Intelligence | Intermediate)
[MD0201EN] Developing iOS and Android Apps with React Native (Mobile App Development | Intermediate)
[AI0223EN] Developing Multimodal Generative AI Applications (Artificial Intelligence | Intermediate)
[CD0115EN] DevOps Fundamentals (Cloud Development | Beginner)
[ML0103EN] Digital Analytics & Regression (Machine Learning | Beginner)
[MK0102EN] Digital Marketing: Advertising (Marketing | Beginner)
[MK0301EN] Digital Marketing: Capstone Project (Marketing | Advanced)
[MK0103EN] Digital Marketing: E-commerce & Email Campaigns (Marketing | Beginner)
[MK0101EN] Digital Marketing: Fundamentals (Marketing | Beginner)
[MK0103EN] Digital Marketing: SEO and Content Marketing (Marketing | Beginner)
[MK0101EN] Digital Marketing: Social Media Management (Marketing | Beginner)
[SE0211EN] Digital Security Architecture (Computer Science & Information Technology | Intermediate)
[CO0101EN] Docker Essentials: A Developer Introduction (Containers | Beginner)
[DM0201EN] Enterprise Data Architecture: Design and Operations (Data Science | Intermediate)
[OL0101EN] Essentials for Cloud-Native Java Application Development (Open Liberty | Beginner)
[SE0141EN] Ethical Hacking Fundamentals (Computer Science | Beginner)
[DB0250EN] ETL & Data Pipelines with Bash, Airflow and Kafka (Database | Intermediate)
[DA0130EN] Excel Fundamentals for Data Analysis (Data Analysis | Intermediate)
[AI0211EN] Fine-Tuning Transformers and Gen AI Models (Artificial Intelligence | Intermediate)
[AI0141EN] Foundation Models and Generative AI Platforms (Artificial Intelligence | Beginner)
[PDM121EN] Foundations & Stakeholder Collaboration for Product Managers (Product Management | Beginner)
[CD0111EN] Front-end and Web Development Fundamentals (Cloud Development | Beginner)
[CD0321EN] Full Stack Software Developer Capstone (Cloud Development | Advanced)
[PDM101EN] Fundamentals for Product Managers (Product Management | Beginner)
[DL0101EN] Fundamentals of Deep Learning using Keras (Deep Learning | Intermediate)
[SE0101EN] Fundamentals of Encryption & Quantum-Safe Techniques (Security | Beginner)
[AI0111EN] Game-playing AI with Swift for TensorFlow (S4TF) (Artificial Intelligence | Beginner)
[AI0139EN] GenAI for Execs & Business Leaders: Formulate Your Use Case (Artificial Intelligence | Intermediate)
[AI0138EN] GenAI for Execs & Business Leaders: Integration Strategy (Artificial Intelligence | Beginner)
[AI0133EN] GenAI for Executives & Business Leaders: An Introduction (Artificial Intelligence | Beginner)
[AI0284EN] GenAI Skills for Education and Training Professionals (Personal Development | Intermediate)
[AI0204EN] Generative Adversarial Networks and Reinforcement Learning (Artificial Intelligence | Intermediate)
[AI0220EN] Generative AI Application Development Fundamentals (Artificial Intelligence , LangChain , Prompt Engineering | Intermediate)
[AI0121EN] Generative AI Essentials (Artificial Intelligence | Beginner)
[AI0161EN] Generative AI for Business and Professionals (Artificial Intelligence | Beginner)
[AI0209EN] Generative AI Models for Natural Language (NLP & NLU) (Artificial Intelligence | Intermediate)
[AI0287EN] Generative AI Skills for Business Analysts (Business Analytics | Intermediate)
[AI0279EN] Generative AI Skills for Business Intelligence (BI) (Data Science | Intermediate)
[AI0278EN] Generative AI Skills for Customer Support Professionals (Artificial Intelligence | Intermediate)
[AI0275EN] Generative AI Skills for Cybersecurity Professionals (Artificial Intelligence | Intermediate)
[AI0272EN] Generative AI Skills for Data Analysts (Artificial Intelligence | Intermediate)
[AI0273EN] Generative AI Skills for Data Engineers (Artificial Intelligence | Intermediate)
[AI0271EN] Generative AI Skills for Data Scientists (Artificial Intelligence | Intermediate)
[AI0285EN] Generative AI Skills for Digital Marketing Professionals (Artificial Intelligence | Intermediate)
[AI0277EN] Generative AI Skills for Human Resources (HR) (Artificial Intelligence | Intermediate)
[AI0286EN] Generative AI Skills for Java & Spring Developers (Artificial Intelligence | Intermediate)
[AI0283EN] Generative AI Skills for Mobile App Developers (Mobile App Development | Intermediate)
[AI0282EN] Generative AI Skills for Product Managers (Computer Science & Information Technology | Intermediate)
[AI0288EN] Generative AI Skills for Product Owners (Artificial Intelligence | Intermediate)
[AI0289EN] Generative AI Skills for Program Managers (Business Analytics | Intermediate)
[AI0274EN] Generative AI Skills for Software Developers (Artificial Intelligence | Intermediate)
[AI0291EN] Generative AI Skills for UI/UX Design (Artificial Intelligence | Intermediate)
[CD0131EN] Getting Started with Git and GitHub (Cloud Development | Beginner)
[CO0301EN] Getting started with Microservices with Istio and IBM Cloud Kubernetes Service (Containers | Advanced)
[AI0208EN] Guide to Generative AI and LLM Architectures (Artificial Intelligence | Intermediate)
[BD0111EN] Hadoop 101 (Big Data | Beginner)
[CS0111EN] Hardware and Operating Systems Fundamentals (Computer Science & Information Technology | Beginner)
[SW0201EN] How to Build Watson AI and Swift APIs and Make Money (Swift | Intermediate)
[WD0102EN] HTML, CSS, and JavaScript for Beginners (Web Development | Beginner)
[BC0201EN] IBM Blockchain Foundation Developer (Blockchain | Intermediate)
[MF0104EN] IBM Z App Modernization (Mainframes | Beginner)
[MF0103EN] IMS Fundamentals (Mainframes | Beginner)
[CS0110EN] Information Technology (IT) Fundamentals (Computer Science & Information Technology | Beginner)
[WD0231EN] Intermediate Front-End Development (Web Development | Intermediate)
[AI0105EN] Introducing AI (Artificial Intelligence | Beginner)
[AI0146EN] Introduction to Agentic AI (Artificial Intelligence | Beginner)
[AI0149EN] Introduction to Agentic AI Tools (Artificial Intelligence | Beginner)
[MF0203EN] Introduction to CICS (An IBM RedBooks Course) (Mainframes | Intermediate)
[CC0101EN] Introduction to Cloud (Cloud Computing | Beginner)
[CC0200EN] Introduction to Cloud Native, DevOps, Agile, and NoSQL (Cloud Computing | Intermediate)
[CD0265EN] Introduction to Cloud-Native Development (Cloud Development | Intermediate)
[DA0104EN] Introduction to Cognos Analytics (Data Analysis | Beginner)
[CC0201EN] Introduction to Containers, Kubernetes, and OpenShift (Cloud Computing | Intermediate)
[OS0101EN] Introduction to Open Source (Open Source | Beginner)
[QC0101EN] Introduction to Quantum Computing (Quantum Computing | Beginner)
[MF0102EN] Introduction to System Programming on IBM Z (Mainframes | Beginner)
[MF0201EN] Introduction to z/OS Commands and Panels on IBM Z (Mainframes | Intermediate)
[MD0112EN] iOS App Development Fundamentals (Mobile App Development | Beginner)
[CC0340EN] IT Support Case Studies and Certification Preparation (Cloud Computing | Advanced)
[JV0103EN] Java App Development Project: Fundamentals, OOP & File I/O (Java | Intermediate)
[JV0321EN] Java Programming: Capstone Project (Java | Advanced)
[JV0251EN] Java Programming: Databases (Data Management | Intermediate)
[JV0102EN] Java Programming: Object Oriented Concepts & Practice (Java | Intermediate)
[JV0201EN] Java Programming: Spring Framework (Java | Intermediate)
[JV0101EN] Java Programming: The Fundamentals (Java | Beginner)
[JS0101EN] JavaScript Fundamentals (Javascript | Beginner)
[SE0243EN] Kali Linux for Ethical Hacking (Security | Intermediate)
[CO0302EN] Kubernetes Operators Advanced (Containers | Advanced)
[CO0201EN] Kubernetes Operators Intermediate (Containers | Intermediate)
[AI0202EN] Learn Recurrent Neural Networks Hands-On (Artificial Intelligence | Intermediate)
[MF0202EN] Learning COBOL Programming with VSCode (Mainframes | Intermediate)
[AI0116EN] Linear Regression with PyTorch (Artificial Intelligence | Beginner)
[LX0117EN] Linux Overview, Shell Commands and Bash Scripting (Linux | Intermediate)
[ML0109EN] Machine Learning - Dimensionality Reduction (Machine Learning | Beginner)
[ML0110EN] Machine Learning Fundamentals with Python (Machine Learning | Intermediate)
[BD0231EN] Machine Learning with Apache Spark (Big Data | Intermediate)
[ML0111EN] Machine Learning with Apache SystemML (Machine Learning | Beginner)
[ML0101EN] Machine Learning with Python (Machine Learning | Beginner)
[ML0151EN] Machine Learning with R (Machine Learning | Beginner)
[ML0321EN] Machine Learning: Capstone Project (Machine Learning | Advanced)
[ML0241EN] Machine Learning: Classification (Machine Learning | Intermediate)
[ML0311EN] Machine Learning: Deep & Reinforcement Learning (Machine Learning | Intermediate)
[ML0232EN] Machine Learning: Exploratory Data Analysis (Machine Learning | Intermediate)
[ML0240EN] Machine Learning: Regression (Machine Learning | Intermediate)
[DM0101EN] Managing Data Privacy, Governance, Risk, and Compliance (Data Management | Intermediate)
[BD0115EN] MapReduce and YARN (Big Data | Beginner)
[CP0101EN] Mathematical Optimization for Business Problems (Artificial Intelligence | Beginner)
[SE0245EN] Metasploit for Exploitation and Pen Testing (Security | Intermediate)
[DS0104EN] Methodology for Data Science (Data Science | Beginner)
[CD0250EN] Microservices and Serverless for Application Developers (Cloud Development | Intermediate)
[MD0321EN] Mobile App Development: Capstone Project (Mobile App Development | Advanced)
[EE0101EN] Modernizing Java EE Applications (Cloud | Beginner)
[CD0223EN] Monitoring & Observability (Cloud Development | Intermediate)
[BD0131EN] Moving Data into Hadoop (Big Data | Beginner)
[SE0221EN] Network and Database Security Fundamentals (Security | Intermediate)
[SE0202EN] Network Fundamentals and Security (Computer Science & Information Technology | Intermediate)
[CS0104EN] Networking and Storage Fundamentals (Computer Science & Information Technology | Beginner)
[CB0105ENv1] Node-RED: basics to bots (Chatbot | Beginner)
[DB0151EN] NoSQL and DBaaS 101 (Database | Beginner)
[DB0151EN] NoSQL Databases (Database | Intermediate)
[MD0251EN] Notifications and Databases for Mobile App Development (Mobile App Development | Intermediate)
[DP0101EN] OpenRefine 101 (Data Visualization | Beginner)
[SE0247EN] OpenVAS for Vulnerability Assessment and Incident Response (Security | Intermediate)
[SE0131EN] Operating Systems and Security Fundamentals (Computer Science & Information Technology | Beginner)
[SE0231EN] Penetration Testing and Incident Response Fundamentals (Security | Intermediate)
[DM0322EN] Practice Exam for CompTIA Data+ Certification (Data Management | Advanced)
[BA0322EN] Practice Exam for ECBA Certification (Business Analytics | Intermediate)
[SE0331EN] Practice Exams for CompTIA Security+ & CySA Certifications (Computer Science & Information Technology | Advanced)
[PA0101EN] Predictive Modeling Fundamentals I (Data Visualization | Beginner)
[BA0131EN] Process Modeling & Requirements for Business Analysis (Business Analytics | Beginner)
[AI0281EN] Product Management for Building AI Products (Computer Science & Information Technology | Beginner)
[PDM102EN] Product Owner: Role and Fundamentals (Product Management | Beginner)
[PDM201EN] Product Owner: Skills and Tools (Product Management | Intermediate)
[PGM201EN] Program Manager: Capstone Project (Program Management | Advanced)
[PGM151EN] Program Manager: Execution, Stakeholders & Governance (Program Management | Beginner)
[PGM131EN] Program Manager: Framework, Strategy, and Planning (Program Management | Beginner)
[PGM322EN] Program Manager: Practice Exam for PMI-PgMP Certification (Program Management | Intermediate)
[PGM101EN] Program Manager: Role and Fundamentals (Program Management | Beginner)
[BA0151EN] Project and Stakeholder Management for Business Analysts (Business Analytics | Beginner)
[PRM100EN] Project Management Fundamentals (Project Management | Beginner)
[AI0131EN] Prompt Engineering Essentials (Artificial Intelligence | Beginner)
[AI0117EN] Prompt Engineering for Everyone (Artificial Intelligence | Beginner)
[DA0201EN] Python for Data Analysis (Data Analysis | Intermediate)
[PY0101EN] Python for Data Science (Python | Beginner)
[DV0201EN] Python for Data Visualization (Data Visualization | Intermediate)
[PY0104EN] Python Fundamentals for Beginners (Python | Beginner)
[AI0111EN] PyTorch: Tensor, Dataset and Data Augmentation (Artificial Intelligence | Beginner)
[RP0101EN] R 101 (R Programming | Beginner)
[RP0101EN] R for Data Science (R Programming | Beginner)
[DB0231EN] RDBMS Database Administration (DBA) (Database | Intermediate)
[CD0210EN] React for Front-End Development (Computer Science & Information Technology | Intermediate)
[LB0107EN] Reactive Architecture: Building Scalable Systems (Cloud Development | Intermediate)
[LB0111EN] Reactive Architecture: CQRS & Event Sourcing (Cloud Development | Intermediate)
[LB0109EN] Reactive Architecture: Distributed Messaging Platforms (Cloud Development | Intermediate)
[LB0103EN] Reactive Architecture: Domain Driven Design (Machine Learning | Beginner)
[LB0101EN] Reactive Architecture: Introduction to Reactive Systems (Web Development | Beginner)
[LB0105EN] Reactive Architecture: Reactive Microservices (Cloud Development | Beginner)
[ML0105EN] Reinforcement Learning and Deep Learning Essentials (Machine Learning | Beginner)
[DB0101EN] Relational Database Management Systems [RDBMS] (Database | Intermediate)
[AI0151EN] Responsible and Ethical Generative AI (Artificial Intelligence | Beginner)
[ML0201EN] Robots are coming! Build IoT apps with Watson, Swift, and Node-RED (Machine Learning | Intermediate)
[SC0101EN] Scala 101 (Scala | Beginner)
[CO0101EN] Scalable Web Applications on Kubernetes (Containers | Beginner)
[CD0267EN] Security for Software Engineers (Cloud Development | Intermediate)
[CC0210EN] Serverless Computing using Cloud Functions - Developer I (Cloud Computing | Intermediate)
[BD0123EN] Simplifying data pipelines with Apache Kafka (Big Data | Beginner)
[CD0291EN] Software Developer Job Guide: Resume & Interview Preparation (Cloud Development | Beginner)
[CS0131EN] Software Engineering Fundamentals (Computer Science & Information Technology | Beginner)
[CS0151EN] Software, Programming, and Databases Fundamentals (Computer Science & Information Technology | Beginner)
[BD0137EN] Solr 101 (Big Data | Beginner)
[BD0225EN] Spark and Hadoop for Big Data Analytics (Big Data | Intermediate)
[BD0211EN] Spark Fundamentals I (Big Data | Intermediate)
[BD0212EN] Spark Fundamentals II (Big Data | Intermediate)
[BD0221EN] Spark MLlIB (Big Data | Intermediate)
[SC0103EN] Spark Overview for Scala Analytics (Scala | Beginner)
[BD0145EN] SQL Access for Hadoop (Big Data | Beginner)
[DB0101EN] SQL and Relational Databases 101 (Database | Beginner)
[DB0111EN] SQL Fundamentals (Database | Beginner)
[DB0201EN] SQL Fundamentals with Python (Database | Intermediate)
[ST0101EN] Statistics 101 (Statistics | Beginner)
[ST0141EN] Statistics Fundamentals with Excel (Statistics | Intermediate)
[PDM131EN] Strategy and Plan for Product Managers (Product Management | Beginner)
[SA0101EN] Systems Analysis Fundamentals (Systems Analysis | Beginner)
[SA0201EN] Systems Design and Analysis (Systems Analysis | Beginner)
[BI0231EN] Tableau: Advanced Dashboards and Stories (Business Intelligence | Intermediate)
[BI0131EN] Tableau: Fundamentals (Business Intelligence | Beginner)
[CD0241EN] TDD & BDD: Testing Practices for Better Software Quality (Cloud Development | Intermediate)
[CS0291EN] Tech (IT) Support Job Guide: Resume & Interview Preparation (Computer Science & Information Technology | Beginner)
[CS0121EN] Technical Support Fundamentals (Computer Science & Information Technology | Beginner)
[DS0106EN] Technologies & Tools for Data Science (Data Science | Beginner)
[TA0105EN] Text Analytics 101 (Text Analytics | Beginner)
[TA0106EN] Text Analytics at Scale (Text Analytics | Beginner)
[AI0210EN] Transformers for Generative AI Language Models (Artificial Intelligence | Intermediate)
[WD0201EN] UI/UX Design Fundamentals (Web Development | Beginner)
[UIX321EN] UI/UX Design: Capstone Project (UI/UX Design | Advanced)
[UIX202EN] UI/UX Design: Research and Information Architecture (UI/UX Design | Intermediate)
[UIX111EN] UI/UX Design: Usability and Visual Principles (UI/UX Design | Beginner)
[UIX201EN] UI/UX Design: Wireframing & Prototyping with Figma (UI/UX Design | Intermediate)
[BD0143EN] Using HBase for Real-time Access to your Big Data (Big Data | Beginner)
[RP0103EN] Using R with Databases (R Programming | Beginner)
[ML0102EN] UTMIST - Machine Learning Fundamentals (Machine Learning | Beginner)
[DB0202EN] Vector Database Projects: AI Recommendation Systems (Database | Intermediate)
[DB0104EN] Vector Databases Fundamentals with Chroma DB (Database | Beginner)
[DB0202EN] Vector Search with MongoDB & Cassandra (Data Management | Intermediate)
[DB0201EN] Vector Search with PostgreSQL (Database | Intermediate)
[DV0130EN] Visualizing Data with Excel Spreadsheets & Cognos Dashboards (Data Visualization | Beginner)
[WA0101EN] Watson Analytics 101 (Data Analysis | Beginner)
[SE0241EN] Wireshark for Network Traffic Analysis (Security | Intermediate)
A/B testing: The art and science of data-driven choices (Beginner)
A Technical Deep Dive on Liberty (Beginner)
Accessing and persisting data in microservices using JPA (Beginner)
Accessing MongoDB Using Python (Advanced)
Acknowledging messages using MicroProfile Reactive Messaging (Intermediate)
Action classification task based on Internet Firewall logs (Intermediate)
Advanced Classification using Machine Learning in HealthCare (Expert)
Advanced Machine & Deep Learning for SPAM classification (Expert)
Advanced Machine Learning Analysis for Marketing (Expert)
Advanced Machine Learning Analysis in Retail (Expert)
Advanced Prognosis using Neural Networks in HealthCare (Advanced)
Agentic AI Workflow Design Patterns with LangGraph (Intermediate)
Agentic AI: Build a Multi-Agent App with CrewAI & Gradio (Beginner)
Agentic Graph-RAG Over Social-Network Knowledge Graphs (Intermediate)
Aggregate Across MongoDB Documents (Intermediate)
AI Code Review Showdown: Anthropic's Claude vs IBM's Granite (Beginner)
AI meeting companion: From voice to insight (Intermediate)
AI Prompts for Unique Gifts and Custom Message Cards (Beginner)
AI-Powered YouTube Summarizer, Q&A Tool with RAG, LangChain (Intermediate)
Analyze Best Black Friday Deals with Langchain (Beginner)
Analyze Environmental Impacts of Power Plant Fuel Choice (Beginner)
Analyze Food Industry Refrigeration Emissions and Leaks (Beginner)
Analyze Forest Cover Loss by Wildfires with Geospatial APIs (Beginner)
Analyze Satellite Data to Investigate Plant Health (Beginner)
Analyze Weather Data to Calculate a Snowfall Removal Budget (Beginner)
Analyze YouTube Trends with a Dashboard (Intermediate)
Analyzing Spreadsheet Data with Python (Beginner)
AutoGen Wardrobe Wizard: A MultiAgent Fashion System (Intermediate)
Automate Content Recommendation with Transformer Embeddings (Intermediate)
Automate ML Pipelines Using Apache Airflow (Intermediate)
Automate the Boring Stuff With Large Language Models (Beginner)
Automating visual inspection with Machine Learning (ML) (Expert)
Avoid Embarrassing Security Exploits in GenAI (Intermediate)
Banking: Fundamentals of Data Analysis with Pandas (Beginner)
Bidirectional communication between services using Jakarta (Beginner)
Boosting NLP performance through text augmentation (Beginner)
Bring your Machine Learning model to life with Gradio (Beginner)
Build a Baseball Data Analysis Agent w/ LangGraph (Beginner)
Build a Better Google with Semantic Search using Gen AI (Beginner)
Build a Brand Sentiment Analysis Extension for Twitter (Beginner)
Build a Chatbot in less than an hour with watsonx! (Beginner)
Build a Chatbot to Analyze PDF Documents Using LLM (Intermediate)
Build a COVID dashboard with React (Intermediate)
Build a Custom Translator with LSTMs in PyTorch (Intermediate)
Build a Fashion Design Web App with DALL-E, Gradio and SAM (Intermediate)
Build a grounded Q/A Agent with Granite3, Langchain and RAG (Intermediate)
Build a LangChain-based AI-powered Data Analysis Assistant (Beginner)
Build a Meeting Assistant with Whisper, LangChain, & Gradio (Intermediate)
Build a Multi-Tool AI Agent Using LangChain and IBM Granite (Beginner)
Build a Negativity Filtering Web Extension with GenAI (Beginner)
Build a Phishing Filter with Finetuned BERT and Granite (Intermediate)
Build a RAG System for Web Data with LangChain and Llama 3.1 (Intermediate)
Build a Self-Reflective Deep Research Agent using LangGraph (Advanced)
Build a Simple ReAct Agent from Scratch (Intermediate)
Build a Smart Invoice Dispute Bot with CrewAI & Watsonx (Beginner)
Build a Smart Search Form with Algolia (Beginner)
Build a Smarter Search with LangChain Context Retrieval (Intermediate)
Build a Taylor Swift Style Finder using Multimodal AI & RAG (Intermediate)
Build a Text-Based RPG by CrewAI Multi-Agent System & Gradio (Advanced)
Build Agentic and Multi-Agent Systems in Python using BeeAI (Intermediate)
Build AI Nutrition Coach with Llama-3.2 for Holidays (Intermediate)
Build AI Sales Assistant with watsonx and LlamaIndex (Beginner)
Build an Agentic RAG Customer Service Chatbot with CrewAI (Beginner)
Build an AI assistant for aircraft maintenance (Intermediate)
Build an AI Icebreaker Bot with IBM Granite 3.0 & LlamaIndex (Advanced)
Build an AI Investment Advisor with LLM & LangChain (Intermediate)
Build an AI Shopping Assistant (Intermediate)
Build an AI Web App for Diamond Price Prediction (Beginner)
Build an AI-Powered Agent for Geospatial Insights (Intermediate)
Build an AI-Powered Halloween Quiz Game with Gradio & GPT-5 (Beginner)
Build an AI-Powered Voice Journal with Whisper (Beginner)
Build an Image Retrieval System with NMF and More (Beginner)
Build an Image Search Engine with OpenAI's CLIP Embeddings (Intermediate)
Build an Image Style Transfer Tool using CycleGAN (Advanced)
Build an MCP Server and LangGraph.js Agent to manage Gmail (Intermediate)
Build and Execute Your Own Tools for LLMs (Intermediate)
Build Free Website with Jekyll on IBM Cloud (Beginner)
Build Guardrails for Your AI with Open Source (Intermediate)
Build LLM & Challenge it to complete lyrics for 80's songs (Intermediate)
Build MultiAgent Chatbot with AG2 (AutoGen) for Healthcare (Beginner)
Build Multi-Agent Santa Quiz Game w/ Granite, CrewAI, Gradio (Beginner)
Build Netflix-like recommendation systems with Sklearn (Beginner)
Build Reasoning and Acting AI Agents with ReAct (Intermediate)
Build Recommendation Systems using Collaborative Filtering (Intermediate)
Build Smarter AI Apps: Empower LLMs with LangChain (Intermediate)
Build Your First GenAI Application the Right Way (Beginner)
Build Your Interview Coach with Llama, OpenAI Whisper & TTS (Intermediate)
Build Your Movie Recommender with Django (Advanced)
Build your own Unbeatable TicTacToe AI (Beginner)
Build Your Spending Insights Advisor with LLM (Intermediate)
Building a dynamic web app with integrated UI and backend (Beginner)
Building a hypermedia-driven RESTful Java microservice (Beginner)
Building a Machine Learning Pipeline For NLP (Intermediate)
Building a multi-module enterprise Java application with Maven (Beginner)
Building a Physics-Informed Neural Network for realworld app (Beginner)
Building a RESTful API with Express (Intermediate)
Building a simple RESTful Java microservice using JAX-RS (Beginner)
Building a Visual Search Engine (Intermediate)
Building and testing a Java web application with Maven (Intermediate)
Building Continuous Integration (CI) Pipelines (Intermediate)
Building fault-tolerant microservices with the @Fallback annotation (Intermediate)
Building Recommender systems with Gaussian Mixture Model (Intermediate)
Building true-to-production IT by using Testcontainers (Intermediate)
Building Your Own GPT-Like Model (Intermediate)
Cancer Image Detection With PyTorch (Beginner)
Chat with your documents via Agentic RAG, LangGraph, Docling (Advanced)
Checking the health of Java microservices by using Eclipse MicroProfile Health Check (Intermediate)
Checking the health of Java microservices by using Kubernetes (Intermediate)
CI/CD Setting Up GitHub Workflows (Intermediate)
Classification Fundamentals for Marketing (Intermediate)
Classification of Yelp Reviews using Sentiment Analysis (Intermediate)
Classifying Cats & Dogs with HOG and SVM (Beginner)
Client behavior classification in Banking (Advanced)
Client behavior prediction with AI model in Banking (Expert)
Cloud Hosted Guide Get Started (Beginner)
Combining Machine Learning and Rules for Cybersecurity (Beginner)
Compare DeepSeek-R1 vs OpenAI o3-mini on Data Science tasks (Beginner)
Comparing frozen versus trainable word embeddings in NLP (Intermediate)
Computer Vision for Beginners with OpenCV and Python (Beginner)
Configuring microservices running in Kubernetes (Intermediate)
Consuming a RESTful Java web service using JSON-B and JSON-P (Beginner)
Consuming a RESTful Java web service with Angular (Beginner)
Consuming a RESTful Java web service with AngularJS (Beginner)
Consuming a RESTful Java web service with ReactJS (Beginner)
Consuming RESTful Java microservices with template interface (Intermediate)
Consuming RESTful services async-ly with template interfaces (Intermediate)
Consuming RESTful services using the reactive JAX-RS client (Beginner)
Containerizing and running Java microservices in Docker containers (Intermediate)
Containerizing, packaging, and running a Spring Boot app (Intermediate)
Coordinating Intelligence: Architecting Multi-Agent Systems (Intermediate)
Create a Cryptocurrency Trading Algorithm in Python (Beginner)
Create a Gradio Interface to Interact with AI Models (Intermediate)
Create a Simple Web Page with HTML in 10 minutes (Beginner)
Create a Vector Database With Open-Source (Beginner)
Create a Voice Assistant with OpenAI's GPT-3 and IBM Watson (Beginner)
Create AI powered apps with open source LangChain (Intermediate)
Create an Agentic Code Assistant with GPT-5 (Intermediate)
Create an AI agent to fill forms from your private documents (Intermediate)
Create an AI agent to plot your data using natural language (Beginner)
Create and Deploy Your First Kubernetes Pod (Beginner)
Create Beautiful Reports and Books with Jupyter Book! (Beginner)
Create confusion matrices and compute metrics with Python (Beginner)
Create NLP Cuisine Classifier (Intermediate)
Create Tables and Load Data in MySQL using phpMyAdmin (Beginner)
Create Tables and Load Data in PostgreSQL using pgAdmin (Beginner)
Create Training-Ready Inputs for BERT Models (Intermediate)
Create Your First Django Project (Beginner)
Create Your First MongoDB Database (Beginner)
Create Your First Server with Server-side JavaScript (Beginner)
Create your own 3D VR app with Three.js and WebXR (Intermediate)
Create Your Own ChatGPT-like Website with Open Source LLMs (Intermediate)
Creating a Content-Based Recommendation System (Beginner)
Creating a multi-module application with Gradle (Beginner)
Creating anime characters using DCGANs and PyTorch (Intermediate)
Creating anime characters using DCGANs and Keras (Intermediate)
Creating Anime characters using GAN & Implementing in Gradio (Intermediate)
Creating Charts and Dashboards using Tableau (Intermediate)
Creating Cognos Visualizations: Three Easy Methods (Beginner)
Creating reactive Java microservices (Intermediate)
Credit Card Fraud Detection using Scikit-Learn and Snap ML (Intermediate)
CrewAI 101: Building Multi-Agent AI Systems (Beginner)
CrewAI for Beginners: Build an AI Travel Itinerary (Beginner)
Customer Clustering with KMeans to Boost Business Strategy (Beginner)
DALL·E: Image Generation Guide for Beginners (Beginner)
Data classification with Naive Bayes (Intermediate)
Data Science in Agriculture. Land use classification (Advanced)
Data Science in Health Care. Basic statistical analysis. (Beginner)
Data Wrangling using Python (Intermediate)
DeepSeek Guide-Practical Tips You Don't Know (Beginner)
DeepSeek R1 Reasoning Model Compared for Educational Chatbot (Beginner)
Deploy a Computer Vision App in a Serverless Environment (Beginner)
Deploy a Database Web App with IBM Cloudant (Intermediate)
Deploy a Django App using Docker (Intermediate)
Deploy a Serverless App for Image Processing (Beginner)
Deploy a Web Server Using Python and IBM Code Engine (Intermediate)
Deploy an AI-powered Discord Bot with a Voice (Beginner)
Deploy Neural Network Regularizers to Prevent Overfitting (Intermediate)
Deploy your Serverless AI App in 10 Minutes with Code Engine (Intermediate)
Deploying a Docker Image to a Kubernetes Cluster (Intermediate)
Deploying a microservice to OpenShift by using a Kubernetes Operator (Beginner)
Deploying microservices to Kubernetes (Intermediate)
Deploying microservices to OpenShift 4 by using Open Liberty Operator (Beginner)
Deploying Microservices with OpenShift (Beginner)
Develop a Django App (Beginner)
Diabetes classification with KNN in Python (Beginner)
Discover Patterns in MMA with Python, Pandas, and Statistics (Beginner)
Discover sentiments in customer service tweets (Intermediate)
Discovering roots with the Porter stemming algorithm (Beginner)
Diwali Sales Insights: EDA for Targeted Marketing (Beginner)
Docker Container Images for Beginners (Beginner)
Documenting RESTful APIs using MicroProfile OpenAPI (Intermediate)
Easy Speech-to-Text with Python (Intermediate)
Efficient fine-tuning of neural nets using LoRA and PyTorch (Intermediate)
Efficient models: reduce dimensionality with LDA in Python (Beginner)
Embed documents using watsonx's embedding model (Intermediate)
Emissions Calculator for Data Centers (Beginner)
Enabling Cross-Origin Resource Sharing (CORS) in a RESTful Java microservice (Beginner)
Enabling distributed tracing in Java microservices using Eclipse MicroProfile OpenTracing and Jaeger (Intermediate)
Enabling distributed tracing in microservices with Zipkin (Intermediate)
Enhance LLM Powered Web Apps with LangChain.js (Beginner)
Enhance LLMs using RAG and Hugging Face (Beginner)
Evaluating an NBA Player's Team Impact via Regression (Beginner)
Evidently AI: Your One-Stop Shop for Analysis & Evaluation (Beginner)
Evolve Your Code: Enhance Projects with AI and Vibe Coding (Beginner)
Execute CRUD Operations in MongoDB (Beginner)
Explainability in Graph Neural Networks: Molecular Insights (Advanced)
Explainable AI in Housing Markets: Rule-Based Analysis (Beginner)
Explainable AI Meets GenAI: Interact with Decision Trees (Intermediate)
Exploratory Data Analysis (EDA) for Data Science and ML (Beginner)
Exploratory Data Analysis with Python (Intermediate)
Explore Prompt Engineering (Beginner)
Explore Reasoning v/s Non-Reasoning Models with Claude API (Beginner)
Exploring Feature Interactions using H-Statistic (Beginner)
Externalizing configuration for Java microservices using Eclipse MicroProfile Config (Intermediate)
Externalizing environment-specific configurations for CI/CD (Intermediate)
Find Timothée Chalamet Look-Alikes Using AI with Llama (Beginner)
Find your Best Bottle of Wine with NLP (Intermediate)
Fine Tune a Vision Model for Image Classification with LoRA (Intermediate)
Fine-tune a transformer-based neural network with PyTorch (Intermediate)
Fine-tune an LLM with Hugging Face using LoRA and QLoRA (Intermediate)
Fine-Tune Transformers for Sentiment Analysis in HuggingFace (Advanced)
Fine-Tuning BERT for Text Reconstruction with Hugging Face (Intermediate)
Fine-Tuning Large Language Models with DPO & Hugging Face (Intermediate)
Forecasting Crypto Portfolios Like a Quant (Beginner)
Freight Emission Calculator: Analyze and Optimize (Beginner)
From Chaos to Order: Automate Documents Categorization by AI (Intermediate)
From Data to Decisions: Explainable AI in Credit Approval (Intermediate)
Fundamentals of Javascript through rock-paper-scissors (Beginner)
Gen AI Boxing Analysis: Mike Tyson vs Jake Paul Showdown (Beginner)
GenAI-Enhanced User Experiences: More Than Just Chatbots (Intermediate)
Get Started with Tekton for Building CI/CD Pipelines (Intermediate)
Get things done and solve real problems with GenAI (Intermediate)
Getting Started with Db2 on Cloud (Beginner)
Getting Started with DevOps on the Cloud (Intermediate)
Getting Started with GitHub and Creating Branches (Beginner)
Getting started with Linux Terminal Commands (Beginner)
Getting Started with Machine Learning with PyTorch (Beginner)
Getting started with MySQL command line (Beginner)
Getting Started with Node.js (Beginner)
Getting started with Open Liberty (Beginner)
Getting Started with OpenShift (Beginner)
Getting Started with PostgreSQL command line (Beginner)
Getting Started with Tableau Online (Beginner)
GitBash Commands on Windows for Beginners (Beginner)
Give Meaningful Names To Your Photos With IMG Captioning AI (Intermediate)
Great Expectations, a data validation library for Python (Beginner)
Group your data: Clustering using Python and scikit-learn (Beginner)
Hands-On Multi-Agent AI: Meal & Grocery Planner with CrewAI (Intermediate)
Hands-on with Red Hat OpenShift: Deploy, Scale & Manage Apps (Intermediate)
How do people feel about a product? Use AI to get the answer (Intermediate)
How to Build - AI Math Assistant with LangChain Tool Calling (Beginner)
How to Get Started with Deepseek: A Beginner's Guide (Beginner)
Human Portrait Drawing with U-Squared Net and PyTorch (Advanced)
Idea to App in 90 Minutes: Your First Vibe Coding Creation (Beginner)
Identify Data Leakage in Machine Learning Models (Intermediate)
Identify Stop Signs with Transfer Learning (Intermediate)
Image classification Using hugging face for Crypto Beans (Intermediate)
Image Q&A with IBM watsonx and multimodal Llama 3.2 (Beginner)
Image Segmentation with Mean Shift Clustering (Beginner)
Implement consumer-driven contract testing for Java microservices (Intermediate)
Implementing a GraphQL microservice using MicroProfile API (Intermediate)
Improve Customer Support Efficiency with Open-Source LLM (Beginner)
Improve Customer Support with AI-powered Voice Services (Intermediate)
Improving Performance with Indexes in MongoDB (Intermediate)
In-Context Learning and Prompt Templates for Advanced AI (Intermediate)
Instruction-based fine-tuning LLMs (Intermediate)
Insurance Risk assessment w/Monte Carlo method using Spark (Intermediate)
Insurance. Modelling and Basic Statistical Analysis. (Beginner)
Integrating RESTful services with a reactive system (Intermediate)
Interpretable Gen AI for Informed Healthcare Decisions (Intermediate)
Introduction to Neural Style Transfer (Beginner)
Jaeger for distributed tracing with MicroProfile Telemetry (Beginner)
Keys and Constraints in MySQL (Beginner)
Know Your Worth: Build A Job Salary Estimator (Intermediate)
Kubernetes/OpenShift Policy-as-Code with Kyverno (Advanced)
Land Your Dream Job: Build Your Portfolio with GenAI (Intermediate)
LangChain vs LlamaIndex: A Brief Introduction (Intermediate)
LangGraph 101: Learn to Build Agentic Workflows (Intermediate)
Launch an AI Hotdog Detector as a Serverless Python App (Beginner)
Lazy Predict All Models in One Go (Beginner)
Learn Explainable AI by Analyzing Student Performance (Beginner)
Learn Explainable AI: Employee Retention Use Case (Beginner)
Learn how to use Docker containers for iterative development (Intermediate)
Learn Interpretable ML with ALE Plot Visualizations (Intermediate)
Learn new topics fast with watsonx and LangChain (Beginner)
Learn Pandas with ChatGPT (Beginner)
Learn Plotly visualization techniques with ChatGPT (Beginner)
Learn PydanticAI By Building A Customer Support Agent (Intermediate)
Learn to automate feature selection with lasso regression (Beginner)
Legit Info - Call for Code for Racial Justice Open Source Project (Beginner)
Let ChatGPT Teach You How to Plot with Python and Matplotlib (Beginner)
Light Graph Convolutional Network for Recommender Systems (Advanced)
LLM Foundations: Get started with tokenization (Beginner)
Machine Learning Analysis fundamentals in Retail (Intermediate)
Machine Learning Explainability (Intermediate)
Machine Learning for Sequential Data (Beginner)
Make Your AI Agents Smarter with Reflection in LangGraph (Intermediate)
Make your apps smarter with Embeddable AI (Beginner)
Managing and injecting dependencies into Java microservices using CDI (Intermediate)
Managing Cloud Native Applications on Kubernetes (Beginner)
Market Basket Analysis (Advanced)
Market Basket Analysis for Marketing (Advanced)
Master How To Load Documents Across Formats with LangChain (Beginner)
Master H-Statistic: Uncover & Visualize Feature Interactions (Intermediate)
Master Word Embeddings from Scratch with Word2Vec & PyTorch (Beginner)
Mastering NLP and Clustering: Find Best Courses Like a Pro (Intermediate)
Mastering Translations with Generative AI in PyTorch (Intermediate)
Matrix operations for AI and machine learning (Beginner)
Med Prediction with Explainable AI: Partial Dependence Plot (Advanced)
Medical Appointment Data Analysis (Intermediate)
Medical image segmentation with PyTorch and U-Net (Intermediate)
Model Evaluation and Refinement Made Easy (Intermediate)
Modelling and Basic Actuarial Calculation in Insurance (Beginner)
Monitor Water Levels and Soil Moisture with Geospatial APIs (Beginner)
Monitoring the metrics of Java microservices using Eclipse MicroProfile (Intermediate)
Monte Carlo Reinforcement Learning for Simple Games (Beginner)
Move to the best LLM model for your app (Beginner)
Multi-Agent RAG Smart Document QA with Docling & LangGraph (Intermediate)
Multi-Agent Restaurant Chatbot with Vision LLM, CrewAI & RAG (Intermediate)
Multi-Agent, Multi-Tool Systems: Design AI For Complex Tasks (Intermediate)
Multilingual AI Agents for Poetry using GPT-5 & AutoGen/AG2 (Beginner)
Natural Language Processing with Hugging Face Transformers (Beginner)
Network traffic anomaly detection (intrusion detection task) (Advanced)
NLP Data Loaders for Better Translations (Beginner)
Normalization - Keys - Constraints in Relational Database (Beginner)
Object detection with Faster R-CNN and PyTorch (Intermediate)
OpenShift Tekton Pipelines for CI-CD (Intermediate)
Optimize Models with Optuna: Adaptive Hyperparameter Tuning (Beginner)
Optimizing Business with IBM Granite 3.0 and Explainable AI (Intermediate)
Overthinking AI? Comparing Top LLMs on Reasoning (Beginner)
Pandas or Polars? Which Python library is right for you? (Beginner)
Parameter efficient fine-tuning (PEFT): Adapters in PyTorch (Intermediate)
Parkinson Detection From Voice Data (Part1 iBest Workshop) (Beginner)
Parkinson Detector App Deployment (Part2 iBest Workshop) (Beginner)
Partial Dependence Plot Applied to House Pricing Models (Beginner)
Perform DevOps on IBM Cloud (Intermediate)
Performing CRUD Operations with Python (Intermediate)
Performing Database Operations in the Cloudant Dashboard (Beginner)
Performing Table and CRUD Operations with Cassandra (Beginner)
Perfume Recommendation with Sentence-BERT (Intermediate)
Persisting data with MongoDB (Beginner)
Pillow: Your Ultimate Python Library for Image Processing (Beginner)
Plan Emission-Optimized Crew Routes and Schedules (Beginner)
Playing TicTacToe with Reinforcement Learning and OpenAI Gym (Intermediate)
Polars 101: Efficient Data Handling That Outperforms Pandas (Beginner)
Practicing Test Driven Development with Python (Intermediate)
Precise Predictions: Classification for Flower and Tumors (Beginner)
Predict 2024 US Election with EDA & Machine Learning (Intermediate)
Predict Bitcoin Close Prices using Foundational Models (Intermediate)
Predict credit defaults with random forest using Python (Intermediate)
Predict house prices with regression algorithms and sklearn (Beginner)
Predict payment defaults using SVM with Python (Beginner)
Predict Sea-Rise Risks with Geospatial APIs (Beginner)
Predict stock prices with LSTM in PyTorch (Beginner)
Predict the Stock Market using Weather Data (Advanced)
Predicting Taxi Tip using Scikit-Learn and Snap ML (Beginner)
Predictions: Regression for Car Mileage and Diamond Price (Beginner)
Predictive Modeling for Real World Analytics (Intermediate)
Prevent Failures and Stay On-Message with LLM Guardrails (Intermediate)
Producing and Consuming Messages in Java Microservices (Beginner)
Prognosis and GEO visualization in HealthCare (Intermediate)
Prognostication using Neural Network in Agriculture (Intermediate)
Programming for Beginners: Hello World in 11 Languages (Beginner)
Protect Your Company Reputation with LLM Guardrails (Beginner)
PyGWalker: Unlocking the secrets of FIFA World Cup data (Beginner)
Python Mini-Game Project (Beginner)
QA Bot with LangChain and LLM to Answer Questions from Doc (Advanced)
Query SQL with LangChain and Granite3 using Natural language (Intermediate)
Quick Introduction to A/B Testing for Data Scientists (Beginner)
RAG with Granite 3: Build a retrieval agent using LlamaIndex (Beginner)
RAG: Vector Database to Store Document Embeddings (Intermediate)
RAG-Based Song Analysis for Appropriateness Using PyTorch (Intermediate)
Real-Time Stock Price Dashboard with Jupyter Notebooks (Intermediate)
Red Hat OpenShift - Start with the Basics (Beginner)
Refactoring to microservices with open-source AI technology (Intermediate)
Reflexion Agent 101 (Intermediate)
Relational Model Concepts (Beginner)
Retail: Data Preparation and Basic Statistical Analysis (Beginner)
Reveal House Sale Price Secrets Using Machine Learning (Beginner)
Reward modeling for generative AI with Hugging Face (Intermediate)
Running GraphQL queries and mutations using a GraphQL client (Beginner)
Scaling and Updating Applications with Kubernetes (Intermediate)
Scan an Image for Vulnerabilities and Configuration Flaws with Trivy (Beginner)
Secure analysis of credit card dataset (Beginner)
Securing a Java web application using the Jakarta EE Security API (Beginner)
Securing Java microservices with Eclipse MicroProfile JSON Web Token (Intermediate)
Shell Scripting for Beginners (Beginner)
Solve Challenging Problems using Advanced Prompt Engineering (Beginner)
Solve real problems with LLMs: Create a Customer Support App (Beginner)
Specialized CrewAI Agent Workflows: Task-Centric Tooling (Beginner)
Statistical analysis and Geo Visualization in Agriculture (Beginner)
Statistical Analysis and Visualization for Marketing (Beginner)
Stories to audio with Mixtral, gTTS (Google Text-to-Speech) (Beginner)
Streaming messages between client&server services using gRPC (Beginner)
Streaming updates to a client using Server-Sent Events (Intermediate)
Structuring LLM Outputs with CrewAI and Pydantic for Agents (Beginner)
Summarize private documents using RAG, LangChain, and LLMs (Beginner)
Summarize Your Private Data with LLMs & Generative AI (Beginner)
Talk to MySQL using Natural Language Query (NLQ) with AI (Intermediate)
Testing a MicroProfile or Jakarta EE application using MicroShed Testing (Intermediate)
Testing microservices with the Arquillian managed container (Beginner)
Testing reactive Java microservices (Intermediate)
Text Sentiment Analysis using Caikit and Hugging Face (Beginner)
Text to Tokens: How to Implement Tokenization in NLP (Beginner)
The Art of Prompt Engineering (Beginner)
The Ultimate Guide to Text Splitting with LangChain for LLMs (Beginner)
Time Series Forecasting With Prophet (Beginner)
Track New Year Goals with PandasAI Insights (Beginner)
Train a Hotdog Image Recognition Model with Python (Intermediate)
Train Sentiment-Aware LLMs with Reinforcement Learning & PPO (Intermediate)
Transform Photos to Sketches and Paintings with OpenCV (Beginner)
Understand your ML Models Graphically with ALE Plots (Intermediate)
Understanding Attention Mechanism and Positional Encoding (Intermediate)
Unit Testing Python Code Using Nose (Intermediate)
Unleashing the Power of Reinforcement Learning for Trading (Advanced)
Unleashing the Power of XGBoost for Regression in Python (Beginner)
Unlocking Insights: LLM and Web Scraping for COV19 Data (Beginner)
Unlocking Multilingual Magic: Babel Fish with LLM STT TTS (Advanced)
Unraveling Patterns with DBSCAN (Beginner)
Use DeepEval and Traditional Metrics to assess RAG responses (Beginner)
Use Kernel PCA To Find Why Are You Poor (Beginner)
Use PyScript to build a dashboard in the browser (Beginner)
Using an HTTP API to Create and Query IBM Cloudant Databases (Intermediate)
Using PCA to Improve Facial Recognition (Beginner)
Using PCA to reduce dimensionality (Beginner)
Using the CQL Shell to Execute Keyspace Operations in Cassandra (Beginner)
Validating constraints for JavaBeans in Java microservices (Intermediate)
Video Processing - Subtracting Background with SVD (Intermediate)
Views in PostgreSQL (Beginner)
Vision Transformers for Image Classification Hands-on (Intermediate)
Visual data analysis in banking (Intermediate)
Visualize Data in Real Time with Socket.IO and Chart.JS (Beginner)
Waste Classification: Hands-on Guide to Transfer Learning (Intermediate)
Web Scraping for Python using Beautiful Soup (Beginner)
Win Blackjack with Reinforcement Learning (Intermediate)
Winning Techniques for Your Next Kaggle Data Science Contest (Intermediate)
Working with Containers, Docker, and the IBM Cloud Container Registry (Beginner)
Working with Databases in IBM Cloudant (Beginner)
Working with Simple APIs (Beginner)
World Cup Soccer game Prediction Using Machine Learning (Beginner)
Write Llama 3.3 prompts like a pro (Beginner)
Write LLAMA Prompts Like a Pro (Intermediate)
Your First AI Model using Python and Scikit-learn (Beginner)
Your personalized job application coach based on LLM (Intermediate)
Youtube Sentiment Analysis: Jake Paul vs. Mike Tyson Trailer (Beginner)
YouTube Summarizer & Q&A Guide: Granite, RAG, and LangChain (Intermediate)
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