AI Programming with Python
Who is this course for
Aspiring AI Programmers: Ideal for those with basic programming experience, this course will lay the groundwork for a career in AI.
Data Science Enthusiasts: Learn the fundamentals of AI and machine learning, preparing for more advanced studies and projects.
Professionals in Tech: Developers seeking to expand into AI programming will find this course valuable for applying machine learning techniques.
Course Overview
This course is designed to provide a solid foundation in Python programming for AI. Learners will become familiar with essential Python tools such as NumPy, pandas, and Matplotlib, and apply them to real-world data analysis and visualization tasks. Through the use of machine learning models and frameworks like PyTorch, you'll gain hands-on experience in developing, training, and deploying AI models.
Explore cutting-edge AI concepts such as generative models and Transformer neural networks. By the end of the course, you’ll have practical skills in deep learning, including how to use pre-trained models for natural language processing (NLP) tasks. This course equips you with the knowledge to begin a career in AI programming and sets you up for further advanced studies in AI and machine learning.
What You'll Learn
- Comprehensive understanding of Python programming for AI and machine learning.
- Hands-on experience with libraries like NumPy, pandas, and Matplotlib for data analysis and visualization.
- In-depth knowledge of deep learning frameworks, particularly PyTorch for building neural networks.
- Practical experience in training and deploying machine learning models.
- Skill in working with generative AI, including Transformer neural networks for natural language processing tasks.
