Students AI/ML College Projects
AI/ML Weekly Journey
- Week 1 & 2: Python Basics
- Week 3: AI & Machine Learning Introduction, Data Fundamentals
- Week 4: Exploratory Data Analysis, Machine Learning Algorithms (Linear & Logistic Regression, Decision Trees, SVM, Naive Bayes), Git & GitHub
- Weeks 5 & 6: Project & Case Study
- Week 7: Deep Learning (CNNs, RNNs, LSTM)
- Weeks 8 - 9: Project & Case Study
- Week 10: Natural Language Processing (Basics, Syntax & Semantics)
- Week 11: Generative AI (Advanced NLP, Transformers, Prompt Engineering)
- Week 12: Project & Case Study
Additional Weekly Breakdown
- Week 1: Python Basics
- Week 2: AI & Machine Learning Introduction, Data Fundamentals
- Week 3: Exploratory Data Analysis, Machine Learning Algorithms (Linear & Logistic Regression, Decision Trees, SVM, Naive Bayes)
