IT Professional Cources
Python
Basic
๐ Syllabus
๐ Python Introduction
๐ Python Variables
๐ Python Data Types
๐ Python String
๐ Python Operators
๐ Python Operators
๐ Python Tuples
๐ Python Sets
Q & A
๐ Python Basics Quiz 01
๐ Python Basics Quiz 02
AI/ML
Oracle OCI
๐ค Generative AI for Beginners
๐ค OCI 2024 AI Foundations Course Introduction
๐ค Introduction (AI) (AGI)
๐ค AI Tasks and Data
๐ค Demo AI
๐ค AI vs ML vs DL
๐ค Skill Check: AI Basics
๐ค Machine learning
๐ค Supervised learning : Regression
๐ค Supervised learning : Classification
๐ค Demo : Jupyter Notebook
๐ค Demo : Machine Learning 1
๐ค Demo : Machine Learning 2
๐ค Unsupervised Learning
๐ค Reinforcement Learning
๐ค Skill check ML Basics OCI
๐ค Into Deep Learning
๐ค Deep Learning Sequence models
๐ค Deep Learning models CNN
๐ค Skill Check DL Basics
๐ค Generative AI and LLM
๐ค Introduction to generative AI
๐ค LLM Introduction to Large Language Models
๐ค Transformers 1
๐ค Transformers 2
๐ค Prompt Egineering
๐ค Customizing large language models (LLMs)
๐ค AI Services Overview
๐ค Machine Learning (ML) services Overview
๐ค AI Infrastructure
๐ค Responsible AI
๐ค OCI Generative AI Service
๐ค Generative AI Service demo
๐ค Generative Correct
Oracle OCI 2
๐ค Introduction to LLM
๐ค LLM Architecture
๐ค Prompt Engineering
๐ค Prompt Engineering Issues
๐ค Large language model (LLM) training
๐ค Decoding
๐ค Hallucination
๐ค Large language models (LLMs)
๐ค Q Generative AI Professional
๐ค OCI Generative AI Service
๐ค Chat Model
๐ค Embeddings
๐ค Prompt Engineering
๐ค Customizing LLMs
๐ค Fine-Tuning and Inference
๐ค AI cluster sizing and pricing
๐ค Fine-tuning
๐ค Security in OCI
๐ค Retrieval Augmented Generation (RAG)
๐ค Vector Databases in RAG-based
๐ค Keyword Search
๐ค Semantic Search
๐ค Chatbot
๐ค LangChain model, prompt, and chain concepts
๐ค Memory in Chatbots
๐ค Q LLM
Google Gen AI
๐ค Introduction
๐ค Introduction to LLM
๐ค Introduction to AI and Responsible
๐ค Generative AI with Vertex AI: Prompt Design 1
๐ค Analyze images with Gemini in Freeform mode 2
๐ค Vertex AI Gemini API and Python SDK 3
๐ค Prompt Design in Vertex AI: Challenge Lab 4
Projects
๐ AI & Big Data Projects
๐ AI & Big Data Projects
๐ 1. What-is-ai-and-ml
๐ 2. Data-preprocessing
PHP/mySQL Projects
Documentation
โ UoM Project Titles
โ UCSC Project Proposal
โ Smart Patient Monitoring System
๐ AI-based-disease-prediction-system
๐ AI-Powered Construction Project
๐ AI-Powered Construction Project
โ Sample Project Titles
๐ How to start a software project ? Pre conditions to follow.
๐ Software Projects Proposal Samples
๐ ๏ธ Interim Report
๐ Progress Report
๐ Final Dissertation
๐ Software Requirements Specification (SRS)
๐ Test document
๐ User Manual
๐ Implementation Document
๐ Project Source Code [PHP/mySQL] web application
Sample Project
โ LMS
โ LMS2
โ User Management
โ Order Management
โ Create New Order
โ Data Entry Forms
โ WhatsApp AI Bot
โ Education Games
โ Exam Results App
โ Job Recruitment with AI
โ Inventory Management
โ Hotel Management
โ PHPMailer
PHP
Problems Day 0 โ Students canโt choose their streams : ๐ก Solution: AI stream recommender
Problems Day 1 โ Students canโt manage deadlines : ๐ก Solution: AI timetable generator
Day 2 โ Manual attendance in universities : ๐ก Solution: Face recognition attendance
Day 3 โ Companies struggle with email overload : ๐ก Solution: AI email summarizer
Day 4 โ Job seekers canโt tailor CVs : ๐ก Solution: AI resume optimizer
Day 5 โ Students can't choose a project : ๐ก Solution: Project recommendation system
Day 6 โ People forget daily tasks : ๐ก Solution: AI smart task manager
Day 7 โ Fake news spreads faster : ๐ก Solution: Machine learning fake news detection
Day 8 โ Small businesses canโt digitize sales : ๐ก Solution: POS + inventory web app
Day 9 โ Students canโt find study groups : ๐ก Solution: Study partner matching app
Day 10 โ Clinics struggle with manual records : ๐ก Solution: E-channeling + patient record system
Day 11 โ Messy hostel management : ๐ก Solution: Hostel room allocation app
Day 12 โ Drivers canโt find parking : ๐ก Solution: Smart parking finder
Day 13 โ Small shops donโt track customers : ๐ก Solution: CRM system
Day 14 โ Students forget class notes : ๐ก Solution: Cloud note-sharing app
Day 15 โ Passwords are weak : ๐ก Solution: Secure password generator
Day 16 โ Hackers attack small websites : ๐ก Solution: Vulnerability scanner
Day 17 โ Users reuse same passwords : ๐ก Solution: Encrypted password manager
Day 18 โ Students donโt understand networks : ๐ก Solution: Network simulator app
Day 19 โ Online classes get interrupted : ๐ก Solution: Network stability monitor
Day 20 โ People fall for phishing : ๐ก Solution: AI phishing email detector
Day 21 โ Offices canโt track devices : ๐ก Solution: IoT device management dashboard
Day 22 โ Retailers canโt predict sales : ๐ก Solution: Sales forecasting model
Day 23 โ Farmers canโt track soil health : ๐ก Solution: IoT soil monitoring system
Day 24 โ Water leaks go unnoticed : ๐ก Solution: IoT water leak detector
Day 25 โ Students struggle with budgeting : ๐ก Solution: Expense tracker
Day 26 โ Hospitals lose time locating tools : ๐ก Solution: RFID asset tracking
Day 27 โ People skip medications : ๐ก Solution: Smart medication reminder
Day 28 โ Supermarkets mismanage stock : ๐ก Solution: Inventory forecasting system
Day 29 โ Landlords lose rent data : ๐ก Solution: Rent management web system
Day 30 โ Employees forget tasks : ๐ก Solution: Kanban task management app
mySQL
Geography Practice
GIT
Labs
๐ฆ Set Up Git Repository on Storage Server
๐ Clone Git Repository on Storage Server
๐ด Fork a Git Repository
๐พ Update Git Repository with Sample HTML File
๐๏ธ Delete Git Branch
๐ง Git Exercise
Notes
Physics Concepts
Chemistry Essentials
Practice Questions
Physics Problems
Chemistry Practice
Linux
Labs
๐ ๏ธ Custom Apache User Setup
๐ฅ Group Creation and User Assignment
๐ค Linux User Setup with Non-Interactive Shell
๐ Linux Service User Creation without Home Directory
โฐ Temporary User Setup with Expiry
๐ Linux User Data Transfer
๐ Secure Root SSH Access
๐พ Data Backup for Developer
โ๏ธ Script Execution Permissions
๐ File Permission Correction
๐ฆ Secure Data Transfer
๐ Restrict Cron Access
๐ฅ๏ธ Default GUI Boot Configuration
๐ Timezone Alignment
๐ฅ Firewall Configuration
๐ Process Limit Adjustment
๐ SElinux Installation and Configuration
๐ All Summary
Notes
Physical Geography
Human Geography
Practice Questions
Geography Practice
Docker
Labs
โ Complete List of Common Docker Commands
โ Docker 50 Questions
โ Interview Preparations
โ Lab 01
โ Lab 02
โ Lab 03
โ Lab 04 : Docker Environment Variables
โ Labs 05ย : Docker Command & Entrypoint Questions
โ Lab 06 : Docker Compose
โ Lab 07 : Docker Images
โ Labs 8: Docker Networking
โ Docker Vs Podman
๐ Deploy Nginx Container on Application Server
โ Delete Docker Container
๐ Copy File to Docker Container
๐ ๏ธ Troubleshoot Docker Container Issue
๐ Summary
Docker Certified Associate Examย Course
๐ Test 01 : Docker Engine Architecture
๐ Test 02 : Docker Research Questions build context | commands
๐ Test 03 : Research Questions CMD-vs-Entrypoint
๐ Test 04 : Docker Engine
๐ Test 05 : Docker Engine Security
๐ YAML Tutorial for Beginners
๐ 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
๐ All Questions and Answers
๐ Deploy Replica Set in Kubernetes Cluster
๐ Schedule Cronjobs in Kubernetes
๐ Create Countdown Job in Kubernetes
๐ Set Up Time Check Pod in Kubernetes
๐ Resolve Pod Deployment Issue
๐ Update Deployment and Service in Kubernetes
๐ Deploy Highly Available Pods with Replication Controller
๐ Resolve Volume Mounts Issue in Kubernetes
๐ Deploy Pods in Kubernetes Cluster
๐ Deploy Applications with Kubernetes Deployments
๐ Setup Kubernetes Namespaces and PODs
๐ Set Resource Limits in Kubernetes Pods
๐ Execute Rolling Updates in Kubernetes
๐ Revert Deployment to Previous Version in Kubernetes
Practice
๐ L2 - Kubernetes Shared Volumes
๐ L2 - Kubernetes Sidecar Containers
๐ L2 - Print Environment Variables
๐ L2 - Rolling Updates And Rolling Back Deployments in Kubernetes
๐ L2 - Deploy Jenkins on Kubernetes
๐ L2 - Deploy Grafana on Kubernetes Cluster
๐ L2 - Deploy Tomcat App on Kubernetes
๐ L2 - Deploy Node App on Kubernetes
๐ L2 - Deploy Node App on Kubernetes
๐ L2 - Troubleshoot Deployment issues in Kubernetes
๐ Fix issue with LAMP Environment in Kubernetes
Practice Questions
Civic Education Practice
Ansible
Labs
๐ Troubleshoot and Create Ansible Playbook
๐ Create Ansible Inventory for App Server Testing
๐ Configure Default SSH User for Ansible
๐ Copy Data to App Servers using Ansible
๐ Create Files on App Servers using Ansible
๐ P-1 Question Summary
Notes
Health Topics
Physical Education
Practice Questions
๐๏ธ 1.1 Physical well-being
๐๏ธ 1.2 Mental well-being
๐๏ธ 1.3 Social well-being
๐๏ธ 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
๐ฅ๏ธ Create SSH Key Pair for Azure Virtual Machine
๐ฅ๏ธ Create Azure Virtual Machine
๐ฅ๏ธ Create a Virtual Network (VNet) in Azure
๐ฅ๏ธ Create a Virtual Network (IPv4)
๐ฅ๏ธ Create a Virtual Network (IPv6) in Azure
๐ฅ๏ธ Create a Subnet in Azure Virtual Network
๐ฅ๏ธ Create a Public IP Address for Azure VM
๐ฅ๏ธ Delete Azure Virtual Machine Using Console
๐ฅ๏ธ Delete Azure Virtual Machine Using CLI
๐ฅ๏ธ Delete a Virtual Network (VNet) in Azure
๐ฅ๏ธ Add and Manage Tags for Azure VM
Notes
Grammar Rules
Literature Notes
Practice Questions
English Practice
Rasa
Videos
๐ค Install & Folders
๐ค Rasa keywords
๐ค Rasa keywords 2
Notes
Grammar Rules
Literature Notes
Practice Questions
? Practice
Digital Marketing
Videos
๐ค Backlinks
๐ค Blogging
๐ค Affiliate Marketing
๐ค Remote Jobs
๐ค No Interview! Jobs
๐ค Data Entry Jobs
๐ค Video SEO
๐ค Promoting Youtube Videos
Notes
Grammar Rules
Literature Notes
Practice Questions
? Practice
WordPress
Notes
๐ WordPress Services
๐ AIOSEO Plugin
Social Media Marketing
๐ Social Media Marketing
๐ Whatsapp Marketing
๐ Dropshipping
๐ Facebook
๐ FB Viral Post
Listening
๐ Listening Sample Test
๐ Write from Dictation
Writing
๐ Summarize Test
PTE
All
๐ Resources
๐ Describe Image
๐ Guidance
๐ PTE Full 1-Hour Practice Test
Reading
๐ Sample Test
๐ Writing Sample
๐ Re-order Paragraphs
Listening
๐ Listening Sample Test
๐ Write from Dictation
Writing
๐ Summarize Test
Social and Digital Media
All
๐ Facebook
๐ Youtube
๐ Blogger
Reading
๐ Sample Test
Listening
๐ Sample Test
Writing
๐ Sample Test
GCE A/L ICT
Chapter 1-12
๐ เฎฎเฏเฎดเฏ เฎชเฎพเฎเฎคเฏเฎคเฎฟเฎเฏเฎเฎเฏ เฎเฏเฎฑเฎฟเฎชเฏเฎชเฏเฎเฎณเฏ
๐ 1.Basic Concepts of ICT
๐ 3.Data Representation Number Systems
๐ 4.Logic-gates
๐ 4.Operator-precedence
๐ 4.Min-term-and-max-term
๐ 4.CSOP-and-CPOS-functions
๐ 4.K-maps
๐ 4.Kmaps simplification
๐ 4.Full and Half Adder Circuits
๐ Video Intro
๐ Video Q&A
๐ Term 1 เฎคเฏเฎฐเฏเฎตเฏ เฎตเฎฟเฎฉเฎพเฎเฏเฎเฎณเฏ
๐ 5.OPERATING SYSTEMS
๐ 6.DATA COMMUNICATION & NETWORKING
๐ 7.SYSTEM DEVELOPMENT & PROGRAMMING
๐ 7.SYSTEM ANALYSIS
Video
๐ 4 Logic Gates
Listening
๐ Sample Test
Writing
๐ Sample Test
GCE A/L Pearson Edexcel
Unit 2
๐ HTML
Video
๐ 4 Logic Gates
Listening
๐ Sample Test
Writing
๐ Sample Test
FIT BIT UCSC
Notes
FIT103 ICT Applications
FIT203 English for ICT
FIT303 Mathematics for ICT
Video
๐ 4 Logic Gates
Listening
๐ Sample Test
Writing
๐ Sample Test