The course is designed by industry experts for beginners with basic computer knowledge. The course consists of Python programming, mathematics needed for machine learning, machine learning algorithms and computer vision. The course consists of multiple projects for each module.
This course includes
- Module 1: Python for AI
- Basics of python
- External libraries(Numpy, SKlearn, Pytorch)
- Pandas for wrangling
- Visualization using Matplotlib
- Module 2: Mathematics for AI
- Probability
- Linear algebra
- Calculus and optimization
- Descriptive and inferential statistics
- Module 3: Applications of AI
- Image processing
- Speech processing
- Text processing
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