קורסים
18729 קורסים
AI-Enhanced Scrum Master – Smarter Agile Automation
Master AI-driven Scrum practices using ChatGPT, Claude, and Jira to automate backlog creation, sprint planning, and agile ceremonies while exploring ethical AI adoption for enhanced team efficiency.
Generative AI & AWS AI Practitioner Certification
Master Generative AI and AWS tools like Amazon Bedrock and SageMaker, while preparing for the AWS AI Practitioner Certification exam with hands-on model deployment and fine-tuning skills.
K8sGPT Essentials - Unlocking Kubernetes Insights with AI
Master K8sGPT to enhance Kubernetes management with AI-powered insights, streamline workflows, analyze real-time issues, and integrate with tools like Prometheus, Grafana, and Claude Desktop.
Docker for AI/ML
Master Docker for AI/ML workflows—containerize apps, deploy LLMs locally, simulate production ML systems, and integrate MLFlow, Jupyter, and Docker Compose in hands-on projects.
Code for Schools: Digitech Teacher Training
Gain insights into coding fundamentals and practical teaching strategies for Years 7–8 classrooms, aligned to the Australian National Curriculum, with ready-to-use resources developed with Amazon.
Building and Applying Your Neural Network Library
Master building a reusable neural network R package, from refactoring components to training on real-world housing data for regression tasks.
Training Neural Networks: the Backpropagation Algorithm
Master the backpropagation algorithm by implementing loss functions, gradient descent, and SGD optimizers to train neural networks using R.
The MLP Architecture: Activations & Initialization in R
Master MLP architecture in R by stacking layers, implementing ReLU and Softmax activations, and applying weight initialization strategies like He and Xavier for effective neural network training.
Neural Networks Fundamentals: Neurons and Layers in R
Master the fundamentals of neural networks in R—build neurons, apply activation functions, and implement a dense layer from scratch using base R matrix operations.
Transform: The Human + AI Equation
Explore key sessions from Transform 2026, building skills in AI activation, human-centered design, and workforce transformation to turn insights into actionable organizational strategies.
Build a Neural Network from Scratch in R
Master neural network construction in R from neurons to backpropagation, building your own library to tackle real-world ML challenges without relying on black-box solutions.
Transform: The Future of Work in the Age of AI
Explore the future of work in the age of AI, understanding how Transform reshapes workplace strategies, talent management, and AI integration to help you thrive in an evolving professional landscape.