The Core Knowledge Domains in Coding of The Emerging Technologies
HTML & CSS
1. Create tables in HTML.
2. Learn to adjust Column Span & Row Span
3. CSS
4. Learn to upload files to FTP and Publish Websites.
5. Display images, click on sounds and play videos.
6. Hyperlinks
7. Display and Hide
8. Forms & Functions
SQL, FRONTEND AND BACKEND IN SERVER ENVIRONMENT
1. Learn to establish tables in MYSQL.
2. Create HTML files & add data into tables in MYSQL
3. Create HTML & retrieve data from tables in MYSQL
4. Retrieve data in MYSQL and apply functions.​
5. Combine add & retrieve data in MYSQL.
6. Delete data in MYSQL tables from HTML files.
7. Retrieve data with functionsIF-THEN-ELSE.
8. Add, Retrieve & Delete Data with functions.
OPENCV
1. Optical Character Recognition (OCR) with RegEx.
2. OCR data and MYSQL.
3. Calculate the number of people in the video/images.
4. Emotion Detection
5. Voice Recognition
6. Face Recognition
7. Hand Tracking
8. Moving Geometries with Fingers
MACHINE LEARNING (ML) & DATA SCIENCE
1. Data Processing
2. Train a ML model, Joblib, server with app.py.
3. Join HTML to display the ML model
4. Create a ML model: Linear Regression
5. Logistic Regression
6. Decision Trees
7. Case Study (I) with large Data Sets
8. Case Study (II) with large Data Sets
Python
1. Basic Syntax, Variables & Functions
2. Arrays & linked lists
2. Loops & Conditions
3. Numpy & Pandas- data in .csv
4. Matplotlib
5. PyTorch
6. Scikit-Learn
7. Flask
8. TensorFlow
AI Agents
1. The introduction to LLM (Large Language Model)
2. Getting started with LangGraph
3. Get to know Function Calling
4. Introduction to AI Agent with MYSQL
5. Task I: AI Agent to manage students' registration
6. Task II: AI Agent to handle students' exam result enquiries
7. Task III: AI Agent to assist preschool teacher lesson arrangement
8. Task IV: AI Agent to assist parents to guide children at home for the school homework
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