Supervised Learning
Learning from labeled data
- Supervised Learning involves training models on labeled datasets to predict outcomes for new, unseen data.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
Unsupervised Learning
Finding patterns in unlabeled data
- Unsupervised Learning identifies hidden structures in data without predefined labels, such as clustering and dimensionality reduction.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
Semi-Supervised Learning
Combining labeled and unlabeled data
- Semi-Supervised Learning uses a small amount of labeled data with a large amount of unlabeled data to improve learning accuracy.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
GPT
Generative Pre-trained Transformer
- GPT models generate human-like text by predicting the next word in a sequence using transformer architecture.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
Random Forest
Ensemble of decision trees
- Random Forest builds multiple decision trees and combines their outputs for robust predictions.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
AI Ethics
Guidelines for responsible AI
- AI Ethics addresses fairness, transparency, and accountability in AI systems to prevent harm and bias.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
Gradient Boosting
Sequential ensemble method
- Gradient Boosting builds models sequentially, correcting errors of previous models for improved accuracy.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
Explainable AI
Making AI decisions understandable
- Explainable AI provides insights into how models make decisions, improving trust and compliance.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com
XGBoost
Optimized gradient boosting
- XGBoost is a high-performance implementation of gradient boosting for structured data.
- https://mycodingclasses.com/events-list-style-with-search-box/
- 877.334.2663
- joinus@mycodingclasses.com