What is Machine Learning
Machine learning is a subfield of artificial intelligence (AI) that involves the use of algorithms and statistical models to enable machines to learn from data, make decisions, and improve their performance over time.
Types of Machine Learning
- Supervised Learning: The machine is trained on labeled data to learn the relationship between inputs and outputs.
- Unsupervised Learning: The machine is trained on unlabeled data to discover patterns and relationships.
- Reinforcement Learning: The machine learns through trial and error by interacting with an environment and receiving feedback.
- 4. Deep Learning: A subset of machine learning that uses neural networks with multiple layers to learn complex patterns.
Machine Learning Applications
- Image and Speech Recognition
- Natural Language Processing (NLP)
- Predictive Analytics
- Recommendation Systems
Machine Learning Benefits
- Improved Accuracy
- Increased Efficiency
- Enhanced Decision Making
- Automated Processes
- Automated Processes