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AI Foundations
Understand machine learning, generative AI, large language models, and the ideas behind today's AI tools.
Beginner12 hours
Course catalog
Live AI courses built around real work.
Every course is a live, instructor-led online cohort of 12+ hours with hands-on labs and a final project. Browse by topic or level, then request your seat. No payment is needed to book.
22 courses
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ChatGPT and AI Assistants
Explore how AI assistants can support research, planning, writing, analysis, and everyday tasks.
Beginner14 hours
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Prompting for Real-World Results
Learn to frame objectives, provide context, structure requests, and evaluate AI-generated outputs.
Beginner12 hours
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AI Productivity at Work
Explore practical workflows for meetings, documents, research, analysis, and task planning.
Beginner15 hours
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AI Marketing and Content Creation
Explore how AI may support content planning, audience research, and marketing workflows.
Beginner12 hours
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AI for Small Business
Consider realistic AI applications across marketing, customer service, operations, and planning.
Beginner14 hours
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AI Automation Without Coding
Understand workflow automation, triggers, actions, AI steps, testing, and reliability.
Intermediate16 hours
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AI for Students
Use AI thoughtfully as a learning partner while strengthening independent thinking and creativity.
Beginner12 hours
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AI for Career Growth
Explore practical ways to build future-ready skills and apply AI across professional tasks.
Beginner12 hours
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AI Strategy for Leaders
Explore use cases, adoption barriers, evaluation, governance, and responsible organizational change.
Intermediate14 hours
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Building LLM Applications
Design, build, evaluate, and deploy applications on top of large language model APIs, with structured outputs, tool calling, streaming, and safety built in.
Intermediate14 hours
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RAG and Vector Search Systems
Build retrieval-augmented generation systems with embeddings, vector databases, hybrid search, and reranking, and learn to evaluate and run them in production.
Advanced16 hours
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AI Agents and Workflow Engineering
Engineer reliable AI agents and multi-step workflows with tool use, MCP, orchestration frameworks, memory, guardrails, observability, and human approval steps.
Advanced18 hours
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AI-Assisted Software Engineering
Use AI coding assistants to write, test, refactor, and review code faster while keeping quality, security, and team standards intact.
Intermediate16 hours
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MLOps and LLMOps in Production
Take machine learning and LLM applications from notebook to production with tracking, CI/CD, serving, monitoring, evaluation, and governance.
Advanced18 hours
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AI for Data Engineering and Analytics
Apply AI to Python and SQL work, data quality, pipelines, feature engineering, and LLM-based extraction, then present results in dashboards.
Intermediate14 hours
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Python for Data Analysis and Visualization
Go from raw, messy files to clear, defensible insights using Python, pandas, NumPy, and modern visualization libraries, and learn to present findings as a story.
Beginner16 hours
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SQL, Data Modeling and Data Warehousing
Write advanced analytical SQL, design dimensional models, and build tested warehouse transformations with dbt on modern cloud and open-source warehouses.
Intermediate14 hours
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Data Pipelines and Orchestration
Build reliable batch ETL and ELT pipelines with Python, Airflow, and dbt, using incremental loads, idempotent design, testing, lineage, and lakehouse storage formats.
Intermediate16 hours
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Applied Machine Learning with Python
Build, validate, tune, and explain supervised and unsupervised models with scikit-learn, with emphasis on sound evaluation and responsible practice.
Intermediate18 hours
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Streaming and Big Data Engineering
Build event-driven systems and large-scale processing jobs with Apache Kafka and Apache Spark, covering delivery semantics, windowing, scaling, cost, and reliability.
Advanced18 hours
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Deep Learning and NLP Foundations
Build neural networks in PyTorch, apply CNNs and transformers, fine-tune models with Hugging Face, and evaluate and deploy them with care.
Advanced18 hours