Artificial Intelligence and Machine Learning (Live Course)
About Course
Explore the world of AI and Machine Learning with our in-depth course. Learn how to build intelligent systems using neural networks, NLP, and advanced machine learning techniques. Perfect for those aspiring to become AI engineers.
Course Content
Introduction to AI and Machine Learning
Understanding AI Concepts
Introduction to Python for AI
Data Preparation and Cleaning
Basics of Machine Learning Algorithms
Supervised Learning: Regression
Supervised Learning: Classification
Introduction to Neural Networks
Building Neural Networks with TensorFlow
Deep Learning with TensorFlow
Introduction to PyTorch
Building Neural Networks with PyTorch
Natural Language Processing Basics
Text Processing Techniques
Sentiment Analysis
Image Recognition and Computer Vision
Implementing Convolutional Neural Networks
Training and Evaluating Models
Advanced Deep Learning Techniques
Reinforcement Learning Basics
AI in Real-World Applications
Model Deployment and Serving
Ethics in AI
Final Project: AI Solution Planning
Final Project: Model Development
Final Project: Testing and Evaluation
Final Project: Deployment
Building an AI Portfolio
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