Python is the most widely used programming language for AI development due to its simplicity and powerful libraries. This course is designed for beginners and professionals looking to master AI programming using Python. Learn to implement AI models, preprocess data, and use popular AI frameworks to develop intelligent applications.
This course introduces AI programming with Python, covering essential concepts like data manipulation, machine learning algorithms, and AI model implementation. You will explore Python libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch to build AI-powered solutions. Hands-on projects will guide you through model development, training, and deployment.
- Introduction to Python for AI and machine learning.
- Data preprocessing and feature engineering.
- Implementing machine learning models using Scikit-learn.
- Deep learning techniques using TensorFlow and PyTorch.
- AI model deployment and optimization.
- Working on real-world AI projects.
Upon completing this course, you will receive a Techbriq certification in AI Programming with Python, demonstrating your ability to develop and deploy AI-powered applications using Python.
- Basics of Python programming
- Python libraries for AI and ML
- Writing AI-powered scripts in Python
- Data cleaning, transformation, and visualization
- Supervised and unsupervised learnings
- Model training, testing, and validationn
- TensorFlow and PyTorch fundamentals
- Building neural networks in Python
- AI model optimization and tuning
- Implementing a machine learning classifier
- Developing an AI chatbot in Python
- Deploying an AI model on the cloud
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