AI, Cloud Computing & Cybersecurity Courses

Structured, instructor-led programs from Kyma Academy — Basic to Advanced, with real curriculum and real instructors. No account or login required to browse.

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Artificial Intelligence

3 courses — Basic to Advanced

Introduction to Artificial Intelligence
Basic 4 weeks

Introduction to Artificial Intelligence

Start your AI journey with fundamental concepts including machine learning basics, neural network foundations, and practical applications in real-world scenarios.

Prerequisites: Basic programming knowledge

  • Understand and explain AI, ML, and DL concepts with real-world examples
  • Learn how AI works and how it is used in daily life and business
  • Explore Generative AI (text, image, video, voice) and real startup use-cases
  • Gain hands-on practice with 10+ popular AI tools for studies and productivity
  • Write better prompts using prompt engineering to improve AI outputs
  • Use AI ethically and responsibly, while understanding limitations and verification methods
Deep Learning and Neural Networks
Intermediate 8 weeks

Deep Learning and Neural Networks

Master deep learning architectures including CNNs, RNNs, and transformers. Build production-ready models using TensorFlow and PyTorch frameworks.

Prerequisites: Basic AI knowledge, Python proficiency

  • Master advanced prompt engineering with structured prompting, prompt chaining, and multi-step workflows.
  • Build AI agents without coding using no-code tools and real hands-on practice.
  • Create landing pages and simple websites using AI for design, copywriting, and content generation.
  • Design visual AI workflows (step-by-step processes) and automate tasks using no-code automation platforms.
  • Develop task-specific AI assistants for study, customer support, admin work, and content creation.
  • Apply AI to real business use cases like lead generation, follow-ups, marketing workflows, and improve output accuracy through testing + optimization.
Advanced AI: Research and Applications
Advanced 12 weeks

Advanced AI: Research and Applications

Explore cutting-edge AI research including reinforcement learning, generative models, and large language models. Prepare for AI research and leadership roles.

Prerequisites: Complete AI Basic Program

  • Master advanced prompt engineering including agents, workflow optimization, and structured outputs
  • Use Python basics for AI to understand, modify, and automate AI tasks confidently
  • Integrate AI using scripts, APIs, and automation workflows with real-world use cases
  • Build custom AI chatbots using LangChain concepts and modular architecture
  • Implement RAG systems to connect AI with documents, PDFs, and knowledge bases for accurate answers
  • Design and develop domain-specific AI assistants for support, research, and internal business tools
  • Understand AI deployment choices including local LLM setup for privacy and cost control, plus local image generation demos
  • Deliver a capstone AI product prototype, applying performance, ethics, security, and cost management best practices

Cloud Computing

3 courses — Basic to Advanced

Basic 4 weeks

Cloud Computing Fundamentals

Learn essential cloud concepts covering IaaS, PaaS, SaaS models. Get hands-on experience with AWS, Azure, and Oracle Cloud platforms.

Prerequisites: Basic Computer fundamentals

  • Explain core cloud computing concepts and terminology
  • Differentiate between cloud service and deployment models
  • Navigate a cloud management console with confidence
  • Understand global cloud infrastructure concepts such as regions and availability zones
  • Create and manage basic identity and access controls
  • Design simple virtual networks with subnets and security rules
  • Launch, connect to, and manage virtual machines
  • Use cloud storage services for data upload, access, and backup
  • Apply fundamental cloud security best practices
  • Deploy a basic cloud environment independently
Intermediate 8 weeks

Cloud Computing – Intermediate

Advance your cloud skills by designing secure, scalable, and highly available cloud solutions used in real-world production environments.

Prerequisites: Cloud fundamentals, Linux basics

  • Design secure and scalable cloud architectures
  • Implement advanced identity and access management strategies
  • Build public and private network architectures with proper routing
  • Configure gateways and network security for controlled access
  • Optimize compute resources for performance and availability
  • Manage storage lifecycle, backups, and performance tiers
  • Implement high availability and fault-tolerant solutions
  • Deploy and manage load-balanced applications
  • Configure auto-scaling based on workload demand
  • Work with managed relational and autonomous database services
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  • Monitor cloud resources using metrics, logs, and alerts
  • Automate cloud operations using command-line tools
  • Deploy infrastructure using Infrastructure as Code (IaC)
  • Design and implement backup and disaster recovery strategies
  • Analyze and optimize cloud costs and usage
  • Build and operate a production-ready cloud application
Advanced 12 weeks

Enterprise Cloud Solutions

Lead enterprise cloud transformations with advanced strategies for multi-cloud architectures, serverless computing, and cloud-native development.

Prerequisites: Cloud architecture experience, DevOps knowledge

  • Design enterprise-grade cloud architectures using industry best practices
  • Implement complex identity, access, and governance models
  • Architect hybrid and multi-region cloud solutions
  • Design advanced networking for large-scale environments
  • Optimize compute and storage for high-performance workloads
  • Implement enterprise-level security, compliance, and risk controls
  • Protect applications using advanced firewall and security services
  • Implement end-to-end observability using metrics, logs, and analytics
  • Establish governance, tagging, and cost-management frameworks
  • Deploy and manage containerized applications using Kubernetes
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  • Automate multi-environment deployments using advanced IaC practices
  • Plan and execute cloud migration strategies
  • Implement secure connectivity using VPN and dedicated links
  • Design systems for scalability, resilience, and fault tolerance
  • Manage incidents and operational excellence processes
  • Deliver and defend an enterprise-level capstone project
  • Perform in Cloud Architect, DevOps Engineer, or Cloud Engineer roles

Cybersecurity

3 courses — Basic to Advanced

Basic 4 weeks

Cybersecurity Essentials

Build a strong foundation in cyber security by understanding threats, vulnerabilities, and essential security practices used in today’s digital world.

Prerequisites: Basic IT knowledge

  • Understand core cyber security concepts and principles
  • Identify common cyber threats and attack methods
  • Explain basic networking and OS security fundamentals
  • Recognize security risks and vulnerabilities
  • Apply basic security best practices in real scenarios
  • Demonstrate security awareness and safe computing habits
  • Build a strong foundation for advanced cyber security learning
Intermediate 8 weeks

Cyber Security - Intermediate

Learn offensive security techniques to identify vulnerabilities. Master penetration testing methodologies and ethical hacking tools.

Prerequisites: Networking fundamentals, Linux basics

  • Analyze cyber threats and attack techniques in depth
  • Secure networks, systems, and applications effectively
  • Perform basic vulnerability assessment and risk analysis
  • Implement access control and identity security practices
  • Monitor systems and identify security incidents
  • Apply encryption and data protection techniques
  • Respond to security incidents using standard processes
Advanced 12 weeks

Cyber Security – Advanced Level

Master advanced cyber security techniques, offensive and defensive strategies, and enterprise security operations to protect complex environments.

Prerequisites: Strong security foundation, scripting skills

  • Design enterprise-grade cyber security architectures
  • Detect, analyze, and respond to advanced cyber threats
  • Implement SOC processes and security operations workflows
  • Perform advanced vulnerability assessment and testing
  • Secure complex cloud and hybrid environments
  • Apply governance, risk, and compliance best practices
  • Lead and manage large-scale security incidents
  • Operate effectively in senior cyber security roles

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