Information Technology - Aimh

Category: Information Technology

Artificial Intelligence & Machine Learning

Artificial Intelligence & Machine Learning

Artificial Intelligence & Machine Learning Description:Explore the world of AI and ML by understanding algorithms, building models, and making predictions with Python libraries like Scikit-learn and TensorFlow. Learning Objectives: Understand AI types and real-world applications Learn supervised and unsupervised learning Build models using Python Evaluate and improve accuracy Detailed Content: 15.1 What is Artificial Intelligence? […]

Big Data and Analytics

Big Data and Analytics

Big Data and Analytics Description:Learn how to store, process, and analyze large datasets with Hadoop, Spark, and visualization tools for data-driven decision making. Learning Objectives: Understand big data characteristics and architecture Use Hadoop ecosystem tools like HDFS and MapReduce Process data with Apache Spark Visualize results with Power BI or Tableau Detailed Content: 14.1 Introduction […]

DevOps Fundamentals

DevOps Fundamentals

DevOps Fundamentals Description:DevOps combines development and operations to streamline software delivery. This course teaches automation, CI/CD, version control, and deployment strategies. Learning Objectives: Understand DevOps culture and goals Learn Continuous Integration & Continuous Deployment (CI/CD) Use Git, Jenkins, Docker, Kubernetes Automate infrastructure with Terraform/Ansible Detailed Content: 13.1 What is DevOps? DevOps is a set of […]

Mobile App Development (Android)

Mobile App Development (Android)

Mobile App Development (Android) Description:Learn to build interactive, data-driven mobile applications using Android Studio and Kotlin/Java, covering UI design, activity lifecycle, and accessing device resources. Learning Objectives: Set up Android development environment Create layouts and user interfaces Handle user interaction and lifecycle Use SQLite and SharedPreferences for data storage Access APIs and device features Detailed […]

Advanced Programming Concepts (Java)

Advanced Programming Concepts (Java)

Advanced Programming Concepts (Java) Description:This course builds on foundational programming skills and introduces object-oriented programming (OOP), design patterns, error handling, file I/O, and Java’s rich API, preparing you for building enterprise-grade applications. Learning Objectives: Master object-oriented programming (OOP) in Java Understand Java collections, generics, and multithreading Handle exceptions and file operations Work with Java libraries […]

Software Testing and Quality Assurance

Software Testing and Quality Assurance

Software Testing and Quality Assurance Description:Master the strategies to ensure software is reliable, bug-free, and meets business requirements before release. Learn both manual and automated testing. Learning Objectives: Understand software testing life cycle Write test plans and cases Perform manual and automated testing Use QA tools like Selenium Detailed Content: 10.1 Introduction to Software Testing […]

Cloud Computing Fundamentals

Cloud Computing Fundamentals

Cloud Computing Fundamental Description:Understand how cloud services work, explore cloud providers, and learn the foundational knowledge required to deploy and manage cloud-based solutions.   Learning Objectives: Learn cloud service and deployment models Understand key providers: AWS, Azure, GCP Explore virtualization and containerization Understand cloud storage and networking Detailed Content: 9.1 What is Cloud Computing? Cloud […]

Cybersecurity Essentials

Cybersecurity Essentials

Cybersecurity Essentials Description:Learn how to secure data and systems against threats, vulnerabilities, and unauthorized access. Cybersecurity is critical for protecting privacy, business data, and online assets. Learning Objectives: Understand cyber threats and attacks Learn encryption basics Implement security best practices Understand firewalls and antivirus tools Get introduced to ethical hacking Detailed Content: 8.1 What is […]

Network

What is a Network?

What is a Network? A network connects two or more computers/devices to share resources. LAN (Local Area Network) – Small area like a home or office WAN (Wide Area Network) – Larger area, like the internet MAN (Metropolitan Area Network) – City-wide networks PAN (Personal Area Network) – Bluetooth devices 7.2 Network Devices Router: Connects […]

Operating Systems Fundamentals

Operating Systems Fundamentals

Operating Systems Fundamentals Description:This course dives into how operating systems (OS) work to manage hardware, run software applications, and provide a stable environment for users and developers. It’s critical for understanding system behavior and performance. Learning Objectives: Understand the purpose and types of operating systems Explore process and memory management Learn about file systems and […]