This book was designed to be a second course in Python for machine learning practitioners. Ideally, those with a programming background.This book was designed around major building blocks of the Python ecosystem that are useful to machine learning projects....
The organization of machine learning tasks into workflows and the 2 main types you need to know about. The improvement of results with ensemble methods and the 3 main techniques you can use on your projects. The tuning of machine learning algorithm hyperparameters and 2 different methods to appl...
Learn prompt engineering techniques with a practical, real-world project to get better results from large language models. This tutorial covers zero-shot and few-shot prompting, delimiters, numbered steps, role prompts, chain-of-thought prompting, and more. Improve your LLM-assisted projects today....
您将学习如何:准备和清理数据以进行分析探索不同的机器学习算法及其应用使用 Scikit-learn 和 TensorFlow 等流行库构建和训练预测模型评估模型并改进您的方法将机器学习技术应用于各种实际问题,包括:回归:预测连续值(例如,房价)分类:对数据进行分类(例如,垃圾邮件检测)聚类: 对相似的数据点进行分组(例如,客户细分)神经...
Introduction to Machine Learning with Pythondata infrastructure
1. 机器学习概述(Machine Learning) (1) 监督学习(Supervised Learning) 预测模型(Predictive Models):利用已知的输入和输出数据训练模型,使其能够对新数据进行预测。 训练数据(Training Data):包含输入数据(features)和输出数据(labels)。 (2) 无监督学习(Unsupervised Learning) ...
Machine Learning with Python Discussion - Engage in insightful discussions on Machine Learning with Python. Share your thoughts, experiences, and questions with our community.
[ 0 0 01 0 1 0 0 0 90]] 回到顶部 5. 总结 1)scikit-learn的介绍和安装; 2)对scikit-learn有个概括的了解,能够尝试利用scikit-learn来进行数据挖掘和分析。 回到顶部 6. 参考内容 [1]An introduction to machine learning with scikit-learn [2] 机器学习实战...
Machine Learning with Python - Explore the fundamentals of Machine Learning using Python in this tutorial. Learn key concepts, algorithms, and practical applications.
freeCodeCamp: Machine Learning with Python Participants can watch hours of free videos about machine learning. At the end, each course has one learning multiple-choice question. Users are provided five different challenges to take on. The interactive projects include the creation of a book recommend...