Data Science and Machine Learning

What is Data Science?53What is Machine Learning?53Applications of Data Science and Machine Learning36Data Cleaning51Data Transformation54Feature Engineering54Supervised Learning46Unsupervised Learning52Reinforcement Learning8Model Evaluation47Model Deployment56

Advanced Software Development

Introduction to Software Development56Software Development Methodologies55Software Design Principles56Data Structures and Algorithms53Object-Oriented Programming58Design Patterns53Software Testing53Software Maintenance and Evolution57Cloud Computing58Big Data and Analytics24Mobile Application Development48Web Application Development50Game Development27Embedded Systems Development52Artificial Intelligence and Machine Learning52

Artificial Intelligence and Robotics

Definition and History of AI58Types of AI54Applications of AI32Supervised Learning50Unsupervised Learning53Reinforcement Learning59Robot Anatomy and Components56Robot Locomotion and Navigation57Robot Applications52

Cloud Computing and DevOps

Definition and Characteristics of Cloud Computing44Cloud Service Models47Cloud Deployment Models55Cloud Security and Compliance53DevOps Principles and Methodologies57DevOps Tools and Technologies59DevOps Culture and Collaboration44DevOps Best Practices46Amazon Web Services (AWS)59Microsoft Azure8Google Cloud Platform (GCP)58Other Cloud Computing Platforms56Cloud Computing in Healthcare57Cloud Computing in Finance34Cloud Computing in Retail43Cloud Computing in Education41

Emerging Technologies and Trends

Defining Emerging Technologies58Key Trends Shaping the Future53Challenges and Opportunities52Fundamentals of AI51Applications of AI51Ethical Implications of AI55Cloud Computing Concepts37Types of Cloud Services56Security and Compliance in Cloud Computing59Blockchain Fundamentals59Applications of Blockchain42Challenges and Future of Blockchain50Internet of Things (IoT)55Virtual and Augmented Reality (VR AR)50Quantum Computing56

Cybersecurity and Information Assurance

Definition and Scope of Cybersecurity55Cyber Threats and Vulnerabilities53Security Controls and Best Practices53Network Security Concepts48Firewalls and Intrusion Detection Systems55Virtual Private Networks (VPNs)53Data Security and Encryption53Access Control and Identity Management51Security Incident Management53Cybersecurity Policies and Frameworks57Risk Assessment and Mitigation34Compliance and Regulatory Requirements59

IT Project Management and Agile Methodologies

Agile Principles and Values55Agile Methodologies53Agile Roles and Responsibilities56Agile Planning and Estimation51Agile Development Practices52Project Management Fundamentals44Project Planning and Scheduling53Project Execution and Control54Project Monitoring and Evaluation45Project Management Tools and Techniques53

Blockchain and Distributed Ledger Technologies

What is Blockchain?50Key Features of Blockchain50Types of Blockchain Networks53Benefits of Blockchain32Challenges of Blockchain51Blockchain Architecture44Consensus Mechanisms42Smart Contracts53Blockchain Security50Blockchain Applications10What are DLTs?50Types of DLTs49Comparison of Blockchain and DLTs56Future of Blockchain and DLTs56Blockchain and DLTs in Canada35