Home Artificial Intelligence for beginners I
📘 Artificial Intelligence for beginners I
Module 1: Introduction to AI (1.5 hrs)
- What is Artificial Intelligence?
- Evolution and types of AI
- Core domains: NLP, Computer Vision, Data Science
- Applications, benefits, and limitations
Module 2: Careers & Future in AI (1 hr)
- AI roles across industries
- Technical & soft skills required
- Career pathways in AI & Data Science
Module 3: Python Programming Basics (3 hrs)
- Getting started with Python
- Syntax, tokens, and data types
- Conditional statements & loops
- Introduction to libraries: NumPy, Pandas, Scikit-learn
- Hands-on coding exercises
Module 4: Capstone Project Introduction (1.5 hrs)
- Design Thinking framework (5W1H, empathy maps)
- Linking projects with Sustainable Development Goals (SDGs)
- Case study discussions and mini-project ideation
Module 5: Data Literacy (2 hrs)
- What is data? Sources and types
- Data collection & preprocessing
- Data visualization basics
- Introduction to statistics and matrices
Module 6: Machine Learning Algorithms (3 hrs)
- Types of learning: Supervised, Unsupervised, Reinforcement
- Classification techniques: KNN, Logistic Regression, Decision Trees
- Clustering methods
- Demo: Building a simple ML model
Module 7: Language & AI (1 hr)
- Basics of Natural Language Processing (NLP)
- Chatbots and sentiment analysis applications
Module 8: AI Ethics & Values (1 hr)
- AI and fairness
- Understanding bias in AI systems
- Privacy, accountability & transparency
- Real-world ethical dilemmas
✅ Course Outcomes
- Understand the fundamentals of AI and Python
- Gain hands-on practice with coding and data handling
- Explore real-world applications of Machine Learning & NLP
- Apply design thinking for AI-based problem-solving
- Develop awareness of ethical issues in AI
Duration & Fee
- Duration : 6 Weeks
- Fee : INR 10000
