Expert
AI Certificate Course
Curriculum
- 6 Sections
- 18 Lessons
- 0 Quizzes
- 0 Google Meets
- 60h Duration
Introduction to Artificial Intelligence
3 Lessons0 Quizzes0 Google Meets
- Overview of AI
- Types of AI
- Real-world Applications of AI
Foundational Mathematics and Statistics for AI
3 Lessons0 Quizzes0 Google Meets
- Essential Linear Algebra
- Probability and Statistics
- Calculus for AI
Machine Learning Essentials
4 Lessons0 Quizzes0 Google Meets
- Introduction to Machine Learning
- Supervised Learning Techniques
- Unsupervised Learning Techniques
- Introduction to Neural Networks
Deep Learning and Advanced Topics
4 Lessons0 Quizzes0 Google Meets
- Deep Learning Frameworks
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Transfer Learning and Pre-trained Models
AI in Practice and Ethics
3 Lessons0 Quizzes0 Google Meets
- Deploying AI Models
- AI Ethics and Bias
- Capstone Project
Tools & Software:
1 Lesson0 Quizzes0 Google Meets
- Python, Jupyter Notebook, TensorFlow, PyTorc ,Scikit-learn, Pandas, NumPy
