Tag: machine-learning
All the articles with the tag "machine-learning".
Prompt Engineering Techniques That Actually Work for LLMs
Published: at 12:00 AMA practitioner's guide to prompt engineering — covering chain-of-thought, few-shot examples, structured output, and retrieval augmentation to get reliable, high-quality results from large language models.
Reinforcement Learning for Trading Bots: Concepts and Pitfalls
Published: at 12:00 AMAn honest look at applying reinforcement learning to algorithmic trading — from environment design and reward shaping to the most common failure modes that sink RL trading projects.
Building a Sentiment Analysis Pipeline with Python
Published: at 12:00 AMA step-by-step guide to building a production-ready sentiment analysis pipeline in Python, from raw text cleaning to fine-tuning a transformer model and serving predictions via FastAPI.
XGBoost for Time Series Forecasting: A Practical Guide
Published: at 12:00 AMLearn how to apply XGBoost to time series forecasting problems by engineering lag features, rolling statistics, and calendar variables for strong predictive performance.