IT Professional Cources
Python
Basic
🐍 Syllabus
🐍 Python Introduction
🐍 Python Variables
🐍 Python Data Types
🐍 Python String
🐍 Python Operators
🐍 Python Operators
🐍 Python Tuples
🐍 Python Sets
Q & A
🐍 Python Basics Quiz 01
🐍 Python Basics Quiz 02
AI/ML
Oracle OCI
🤖 Generative AI for Beginners
🤖 OCI 2024 AI Foundations Course Introduction
🤖 Introduction (AI) (AGI)
🤖 AI Tasks and Data
🤖 Demo AI
🤖 AI vs ML vs DL
🤖 Skill Check: AI Basics
🤖 Machine learning
🤖 Supervised learning : Regression
🤖 Supervised learning : Classification
🤖 Demo : Jupyter Notebook
🤖 Demo : Machine Learning 1
🤖 Demo : Machine Learning 2
🤖 Unsupervised Learning
🤖 Reinforcement Learning
🤖 Skill check ML Basics OCI
🤖 Into Deep Learning
🤖 Deep Learning Sequence models
🤖 Deep Learning models CNN
🤖 Skill Check DL Basics
🤖 Generative AI and LLM
🤖 Introduction to generative AI
🤖 LLM Introduction to Large Language Models
🤖 Transformers 1
🤖 Transformers 2
🤖 Prompt Egineering
🤖 Customizing large language models (LLMs)
🤖 AI Services Overview
🤖 Machine Learning (ML) services Overview
🤖 AI Infrastructure
🤖 Responsible AI
🤖 OCI Generative AI Service
🤖 Generative AI Service demo
🤖 Generative Correct
Oracle OCI 2
🤖 Introduction to LLM
🤖 LLM Architecture
🤖 Prompt Engineering
🤖 Prompt Engineering Issues
🤖 Large language model (LLM) training
🤖 Decoding
🤖 Hallucination
🤖 Large language models (LLMs)
🤖 Q Generative AI Professional
🤖 OCI Generative AI Service
🤖 Chat Model
🤖 Embeddings
🤖 Prompt Engineering
🤖 Customizing LLMs
🤖 Fine-Tuning and Inference
🤖 AI cluster sizing and pricing
🤖 Fine-tuning
🤖 Security in OCI
🤖 Retrieval Augmented Generation (RAG)
🤖 Vector Databases in RAG-based
🤖 Keyword Search
🤖 Semantic Search
🤖 Chatbot
🤖 LangChain model, prompt, and chain concepts
🤖 Memory in Chatbots
🤖 Q LLM
Google Gen AI
🤖 Introduction
🤖 Introduction to LLM
🤖 Introduction to AI and Responsible
🤖 Generative AI with Vertex AI: Prompt Design 1
🤖 Analyze images with Gemini in Freeform mode 2
🤖 Vertex AI Gemini API and Python SDK 3
🤖 Prompt Design in Vertex AI: Challenge Lab 4
Projects
🎓 AI & Big Data Projects
🎓 AI & Big Data Projects
🎓 1. What-is-ai-and-ml
🎓 2. Data-preprocessing
PHP/mySQL Projects
Documentation
❌ UoM Project Titles
❌ UCSC Project Proposal
❌ Smart Patient Monitoring System
🚀 AI-based-disease-prediction-system
🚀 AI-Powered Construction Project
🚀 AI-Powered Construction Project
❌ Sample Project Titles
🚀 How to start a software project ? Pre conditions to follow.
📁 Software Projects Proposal Samples
🛠️ Interim Report
📚 Progress Report
📚 Final Dissertation
📚 Software Requirements Specification (SRS)
📚 Test document
📚 User Manual
📚 Implementation Document
📚 Project Source Code [PHP/mySQL] web application
Sample Project
❌ LMS
❌ LMS2
❌ User Management
❌ Order Management
❌ Create New Order
❌ Data Entry Forms
❌ WhatsApp AI Bot
❌ Education Games
❌ Exam Results App
❌ Job Recruitment with AI
❌ Inventory Management
❌ Hotel Management
❌ PHPMailer
PHP
Problems Day 0 – Students can’t choose their streams : 💡 Solution: AI stream recommender
Problems Day 1 – Students can’t manage deadlines : 💡 Solution: AI timetable generator
Day 2 – Manual attendance in universities : 💡 Solution: Face recognition attendance
Day 3 – Companies struggle with email overload : 💡 Solution: AI email summarizer
Day 4 – Job seekers can’t tailor CVs : 💡 Solution: AI resume optimizer
Day 5 – Students can't choose a project : 💡 Solution: Project recommendation system
Day 6 – People forget daily tasks : 💡 Solution: AI smart task manager
Day 7 – Fake news spreads faster : 💡 Solution: Machine learning fake news detection
Day 8 – Small businesses can’t digitize sales : 💡 Solution: POS + inventory web app
Day 9 – Students can’t find study groups : 💡 Solution: Study partner matching app
Day 10 – Clinics struggle with manual records : 💡 Solution: E-channeling + patient record system
Day 11 – Messy hostel management : 💡 Solution: Hostel room allocation app
Day 12 – Drivers can’t find parking : 💡 Solution: Smart parking finder
Day 13 – Small shops don’t track customers : 💡 Solution: CRM system
Day 14 – Students forget class notes : 💡 Solution: Cloud note-sharing app
Day 15 – Passwords are weak : 💡 Solution: Secure password generator
Day 16 – Hackers attack small websites : 💡 Solution: Vulnerability scanner
Day 17 – Users reuse same passwords : 💡 Solution: Encrypted password manager
Day 18 – Students don’t understand networks : 💡 Solution: Network simulator app
Day 19 – Online classes get interrupted : 💡 Solution: Network stability monitor
Day 20 – People fall for phishing : 💡 Solution: AI phishing email detector
Day 21 – Offices can’t track devices : 💡 Solution: IoT device management dashboard
Day 22 – Retailers can’t predict sales : 💡 Solution: Sales forecasting model
Day 23 – Farmers can’t track soil health : 💡 Solution: IoT soil monitoring system
Day 24 – Water leaks go unnoticed : 💡 Solution: IoT water leak detector
Day 25 – Students struggle with budgeting : 💡 Solution: Expense tracker
Day 26 – Hospitals lose time locating tools : 💡 Solution: RFID asset tracking
Day 27 – People skip medications : 💡 Solution: Smart medication reminder
Day 28 – Supermarkets mismanage stock : 💡 Solution: Inventory forecasting system
Day 29 – Landlords lose rent data : 💡 Solution: Rent management web system
Day 30 – Employees forget tasks : 💡 Solution: Kanban task management app
mySQL
Geography Practice
GIT
Labs
📦 Set Up Git Repository on Storage Server
🔄 Clone Git Repository on Storage Server
🍴 Fork a Git Repository
💾 Update Git Repository with Sample HTML File
🗑️ Delete Git Branch
🔧 Git Exercise
Notes
Physics Concepts
Chemistry Essentials
Practice Questions
Physics Problems
Chemistry Practice
Linux
Labs
🛠️ Custom Apache User Setup
👥 Group Creation and User Assignment
👤 Linux User Setup with Non-Interactive Shell
🏠 Linux Service User Creation without Home Directory
⏰ Temporary User Setup with Expiry
📂 Linux User Data Transfer
🔐 Secure Root SSH Access
💾 Data Backup for Developer
⚙️ Script Execution Permissions
📄 File Permission Correction
📦 Secure Data Transfer
🕒 Restrict Cron Access
🖥️ Default GUI Boot Configuration
🌍 Timezone Alignment
🔥 Firewall Configuration
📊 Process Limit Adjustment
🔒 SElinux Installation and Configuration
📜 All Summary
Notes
Physical Geography
Human Geography
Practice Questions
Geography Practice
Docker
Labs
❌ Complete List of Common Docker Commands
❌ Docker 50 Questions
❌ Interview Preparations
❌ Lab 01
❌ Lab 02
❌ Lab 03
❌ Lab 04 : Docker Environment Variables
❌ Labs 05 : Docker Command & Entrypoint Questions
❌ Lab 06 : Docker Compose
❌ Lab 07 : Docker Images
❌ Labs 8: Docker Networking
❌ Docker Vs Podman
🚀 Deploy Nginx Container on Application Server
❌ Delete Docker Container
📁 Copy File to Docker Container
🛠️ Troubleshoot Docker Container Issue
📚 Summary
Docker Certified Associate Exam Course
📚 Test 01 : Docker Engine Architecture
📚 Test 02 : Docker Research Questions build context | commands
📚 Test 03 : Research Questions CMD-vs-Entrypoint
📚 Test 04 : Docker Engine
📚 Test 05 : Docker Engine Security
📚 YAML Tutorial for Beginners
📚 Docker Tutorial for Beginners
Practice Questions
Practice level 2
L2: Pull Docker Image
L2: Docker Update Permissions
L2: Create a Docker Image From Container
L2: Docker EXEC Operations
L2: Write a Docker File
L3: Create a Docker Network
L3:Docker Volumes Mapping
L3: Docker Ports Mapping
L3: Save, Load and Transfer Docker Image
L3: Write a Docker Compose File
L4: Resolve Dockerfile Issues
L4: Resolve Docker Compose Issues
L4: Deploy an App on Docker Containers
L4: Docker Node App
L4: Docker Python App
Kubernetes
Labs
🚀 All Questions and Answers
🚀 Deploy Replica Set in Kubernetes Cluster
🚀 Schedule Cronjobs in Kubernetes
🚀 Create Countdown Job in Kubernetes
🚀 Set Up Time Check Pod in Kubernetes
🚀 Resolve Pod Deployment Issue
🚀 Update Deployment and Service in Kubernetes
🚀 Deploy Highly Available Pods with Replication Controller
🚀 Resolve Volume Mounts Issue in Kubernetes
🚀 Deploy Pods in Kubernetes Cluster
🚀 Deploy Applications with Kubernetes Deployments
🚀 Setup Kubernetes Namespaces and PODs
🚀 Set Resource Limits in Kubernetes Pods
🚀 Execute Rolling Updates in Kubernetes
🚀 Revert Deployment to Previous Version in Kubernetes
Practice
🚀 L2 - Kubernetes Shared Volumes
🚀 L2 - Kubernetes Sidecar Containers
🚀 L2 - Print Environment Variables
🚀 L2 - Rolling Updates And Rolling Back Deployments in Kubernetes
🚀 L2 - Deploy Jenkins on Kubernetes
🚀 L2 - Deploy Grafana on Kubernetes Cluster
🚀 L2 - Deploy Tomcat App on Kubernetes
🚀 L2 - Deploy Node App on Kubernetes
🚀 L2 - Deploy Node App on Kubernetes
🚀 L2 - Troubleshoot Deployment issues in Kubernetes
🚀 Fix issue with LAMP Environment in Kubernetes
Practice Questions
Civic Education Practice
Ansible
Labs
🍕 Troubleshoot and Create Ansible Playbook
🍕 Create Ansible Inventory for App Server Testing
🍕 Configure Default SSH User for Ansible
🍕 Copy Data to App Servers using Ansible
🍕 Create Files on App Servers using Ansible
🍕 P-1 Question Summary
Notes
Health Topics
Physical Education
Practice Questions
🏞️ 1.1 Physical well-being
🏞️ 1.2 Mental well-being
🏞️ 1.3 Social well-being
🏞️ 1.4 Spiritual well-being
Jenkins
Labs
Set Up Jenkins Server
Install Jenkins Plugins
Configure Jenkins User Access
Organize Jenkins Jobs with Folders
Configure Jenkins Job for Package Installation
Part Q & A
Advanced Mathematics
Advanced Mathematics
Notes
Basic Algebra
Calculus Fundamentals
Practice Questions
Algebra Practice
Geometry Problems
Azure
Tasks
🖥️ Create SSH Key Pair for Azure Virtual Machine
🖥️ Create Azure Virtual Machine
🖥️ Create a Virtual Network (VNet) in Azure
🖥️ Create a Virtual Network (IPv4)
🖥️ Create a Virtual Network (IPv6) in Azure
🖥️ Create a Subnet in Azure Virtual Network
🖥️ Create a Public IP Address for Azure VM
🖥️ Delete Azure Virtual Machine Using Console
🖥️ Delete Azure Virtual Machine Using CLI
🖥️ Delete a Virtual Network (VNet) in Azure
🖥️ Add and Manage Tags for Azure VM
Notes
Grammar Rules
Literature Notes
Practice Questions
English Practice
Rasa
Videos
🤖 Install & Folders
🤖 Rasa keywords
🤖 Rasa keywords 2
Notes
Grammar Rules
Literature Notes
Practice Questions
? Practice
Digital Marketing
Videos
🤖 Backlinks
🤖 Blogging
🤖 Affiliate Marketing
🤖 Remote Jobs
🤖 No Interview! Jobs
🤖 Data Entry Jobs
🤖 Video SEO
🤖 Promoting Youtube Videos
Notes
Grammar Rules
Literature Notes
Practice Questions
? Practice
WordPress
Notes
📜 WordPress Services
📜 AIOSEO Plugin
Social Media Marketing
📜 Social Media Marketing
📜 Whatsapp Marketing
📜 Dropshipping
📜 Facebook
📜 FB Viral Post
Listening
📜 Listening Sample Test
📜 Write from Dictation
Writing
📜 Summarize Test
PTE
All
📜 Resources
📜 Describe Image
📜 Guidance
📜 PTE Full 1-Hour Practice Test
Reading
📜 Sample Test
📜 Writing Sample
📜 Re-order Paragraphs
Listening
📜 Listening Sample Test
📜 Write from Dictation
Writing
📜 Summarize Test
Social and Digital Media
All
📜 Facebook
📜 Youtube
📜 Blogger
Reading
📜 Sample Test
Listening
📜 Sample Test
Writing
📜 Sample Test
GCE A/L ICT
Chapter 4
📜 Logic-gates
📜 Operator-precedence
📜 Min-term-and-max-term
📜 CSOP-and-CPOS-functions
📜 K-maps
📜 Kmaps simplification
📜 Full and Half Adder Circuits
📜 Video Intro
📜 Video Q&A
Video
📜 4 Logic Gates
Listening
📜 Sample Test
Writing
📜 Sample Test
GCE A/L Pearson Edexcel
Unit 2
📜 HTML
Video
📜 4 Logic Gates
Listening
📜 Sample Test
Writing
📜 Sample Test