01
AI Fundamentals
- Introduction to Artificial Intelligence
- AI, Machine Learning, Deep Learning & Generative AI
- AI Applications & Industry Use Cases
- AI Ethics, Privacy & Responsible AI
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09
COURSE SYLLABUSAI Skills
Explore the complete course syllabus, topics and practical learning areas.
WHAT YOU WILL LEARN
Course Syllabus
A structured learning path covering the topics included in this course.
02
Generative AI & Prompt Engineering
- Generative AI Fundamentals
- ChatGPT & AI Assistants
- Prompt Engineering Techniques
- Role, Context & Instruction-Based Prompting
- Structured & Task-Specific Prompts
- AI Output Evaluation & Fact-Checking
- Research & Information Extraction with AI
03
Essential AI Tools
- ChatGPT
- Google Gemini
- Microsoft Copilot
- Claude
- Perplexity
- AI Tools for Research & Productivity
- AI Tools for Content & Business Applications
04
AI for Productivity & Business
- AI for MS Word, Excel & PowerPoint
- AI-Assisted Data Analysis
- Report & Document Generation
- Email & Business Communication
- Resume & Interview Preparation
- Marketing & Social Media Content
- HR & Recruitment Applications
- Business Process Automation
05
AI Image, Video & Content Tools
- AI Image Generation
- AI Image Editing & Enhancement
- AI Graphic Design Tools
- AI Presentation Tools
- AI Video Generation
- AI Voice & Audio Tools
- Content Creation Workflows
06
Machine Learning — Fundamentals
- Introduction to Machine Learning
- Supervised & Unsupervised Learning
- Training, Validation & Testing
- Features & Labels
- Classification & Regression
- Clustering
- Model Evaluation Basics
- Overfitting & Underfitting
- Introduction to Scikit-learn
07
Deep Learning — Fundamentals
- Introduction to Deep Learning
- Neural Networks
- Neurons, Layers & Activation Functions
- Training & Loss Functions
- CNN Fundamentals
- Introduction to RNNs
- Deep Learning Applications
- Introduction to TensorFlow / Keras
08
Python for AI — Essential
- Python Fundamentals for AI
- NumPy
- Pandas
- Matplotlib
- Data Cleaning & Preparation
- Basic Data Visualization
- Working with Jupyter Notebook / Google Colab
09
AI APIs & Automation
- AI API Fundamentals
- Using AI Models through APIs
- Connecting AI with Applications
- AI-Powered Workflows
- No-Code / Low-Code AI Automation
- Basic Chatbot Development
10
Practical AI Projects
- AI-Powered Resume Assistant
- AI Data Analysis Project
- AI Content Creation Workflow
- AI Chatbot
- Image Generation Project
- AI Business Automation Project
- Basic Machine Learning Project
- Basic Deep Learning Project