Four to twelve weeks. Online, live sessions plus self-paced work. No entry requirements on any course in this list.
Showing 20 of 175 courses in Data and Analytics.
Spreadsheet users who need answers: From a messy spreadsheet to a defensible insight, with AI doing the grinding and you doing the deciding.
Cleaning, questioning and visualising real data with AI assistance, and stating what the numbers do not support.
You build: A dashboard and a one-page finding drawn from data you brought.
You earn: Verified micro-credential: Applied Data Analysis
Reading analysis critically, commissioning it well, and knowing when a chart is arguing rather than reporting.
You build: A commissioning brief and a critique of one report you already receive.
You earn: Verified micro-credential: Data-Informed Management
Develop AI governance skill using NIST RMF for policymakers, data scientists, and managers covering principles, practices, and risk management applications.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Understand ethical challenges in generative AI. Learn about challenges, risks, data privacy, algorithmic bias, and decision-making frameworks for responsible use.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn the coding, data science, and math you need to get started as a Machine Learning or AI engineer.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Discover AI agents in Excel, Power BI & Tableau. Learn use cases, limitations & view real demos to decide if Copilot or Tableau Agent fits your workflow.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Boost productivity with Copilot for Microsoft 365. Learn AI chat management, outlook email summarization, and extracting insights from OneNote and Excel.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Master Azure Bot Service: Create smart chatbots with generative AI and Copilot Studio. Deploy CLU models, explore Cognitive Services and scaling, and ensure data security.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn AI audit skill for risk managers, auditors, and compliance professionals covering trustworthiness, fairness, accountability, and data model evaluation.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
NLP Data Scientists find meaning in language, analyze text and speech, and create chatbots. They use Python, SQL, & NLP to answer questions.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Dive into AI with Generative Adversarial Networks (GANs). Learn to use PyTorch for model creation and training, and Deep Convolutional GANs for image optimization.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Humans communicate with language, but computers communicate with data. Discover how to translate between the two in this course.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn how to use Lovable to build a subscription app from scratch. Create a real SaaS dashboard with payments, user accounts and deploy it.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn neural network architectures with PyTorch to build deep learning models for image, text, and sequential data tasks.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Classify image data with deep learning.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Excel in OpenAI APIs using Python. Discover API key authentication, access to completions APIs via endpoints, model configurations, and control of creativity and response length.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Master Django views and models using generative AI. Incorporate dynamic content, Bootstrap theming, and SQLite database integration for robust web apps.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Discover AWS services for generative AI deployment. Optimize data, train models, and ensure security with SageMaker. Build scalable, efficient GenAI applications.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Learn Vertex AI on GCP: end-to-end ML workflows, model deployment, training, data preparation, feature engineering, and evaluation for effective AI solutions.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
Build deep learning models to classify data.
You build: A dataset you brought, cleaned and turned into one defensible finding.
You earn: Verified micro, credential: Applied Data Analysis
