Data Science and AI
Master Data Science and Artificial Intelligence with Python, Machine Learning, and Deep Learning.
Course Syllabus
Module 1: Introduction to Data Scienceâ–¼
- • Python Basics
- • Data Structures
- • NumPy & Pandas
Module 2: Data Analysis & Visualizationâ–¼
- • Matplotlib
- • Seaborn
- • Exploratory Data Analysis
Module 3: Machine Learningâ–¼
- • Regression
- • Classification
- • Clustering
- • Scikit-learn
Module 4: Deep Learningâ–¼
- • Neural Networks
- • TensorFlow
- • Keras
- • CNN & RNN
Module 5: AI Capstone Projectâ–¼
- • Real-world problem solving
- • Model Deployment