Scikit-learn 课程
Scikit-learn 课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术，以及监督和非监督学习方法。您可以掌握特征工程、超参数调整以及决策树和支持向量机等算法的实施技能。许多课程还介绍了 Jupyter Notebook 和 Python 库等工具，这些工具支持应用机器学习概念和 Visualization 数据，以获得可行的见解。
Scikit-learn 热门课程和认证
状态：免费试用Universidad Austral
您将获得的技能: Natural Language Processing, Data Processing, Text Mining, Pandas (Python Package), Analysis, Big Data, Unstructured Data, Algorithms
状态：免费试用LearnQuest
您将获得的技能: 无监督学习, 数据处理, 监督学习, 机器学习, 人工智能和机器学习（AI/ML）, Python 程序设计, 机器学习算法, 预测建模, 随机森林算法, 降维, 应用机器学习, 人工神经网络, 数据清理, 数据转换
状态：新状态：免费试用您将获得的技能: Prompt Engineering, Generative AI, ChatGPT, Microsoft Copilot, Scripting, Python Programming, Application Development, Web Applications, Jupyter, Web Development, Data Analysis, Pandas (Python Package), Test Driven Development (TDD), Debugging
状态：免费试用您将获得的技能: Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, Computer Vision, Natural Language Processing, Network Architecture, Medical Imaging
Google Cloud
您将获得的技能: Google 云端平台, 机器学习, 云计算, 脚本, 深度学习, 开发环境, 人工神经网络, 张力流
状态：新状态：预览您将获得的技能: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
您将获得的技能: Test Driven Development (TDD), Image Analysis, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Machine Learning, Python Programming, Development Environment, Jupyter, NumPy, Software Installation
状态：免费试用Universidad Austral
您将获得的技能: Natural Language Processing, Artificial Neural Networks, Tensorflow, Deep Learning, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Text Mining, Unsupervised Learning, Algorithms, Supervised Learning
状态：新状态：免费试用Politecnico di Milano
您将获得的技能: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, Lifelong Learning, Human Learning, Adult Learning Principles, Artificial Intelligence, Student-Centred Learning, Generative AI, Critical Thinking
状态：免费试用University of Glasgow
状态：免费试用Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Image Analysis, Data Processing, Data Science, Data Manipulation, Big Data, Performance Tuning, Python Programming
状态：免费试用Microsoft
您将获得的技能: 回归分析, 云计算管理, 人工智能和机器学习（AI/ML）, Scikit-learn （机器学习库）, 机器学习, 无监督学习, 数据管道, 负责任的人工智能, 预测建模, MLOps（机器学习 Operator）, 应用机器学习, 应用程序部署, 微软 Azure, 监督学习, 数据库, Virtual Machine
总之，以下是 10 最受欢迎的 scikit learn 课程
- Introducción al procesamiento de lenguaje natural: Universidad Austral
- 科学中的机器学习模型: LearnQuest
- Generative AI for Developers: Unit 2: Pearson
- Advanced CNNs, Transfer Learning, and Recurrent Networks: Packt
- 学习 TensorFlow：机器学习的 "你好世界: Google Cloud
- Explore and Visualize Data the Python Way: Coursera
- Machine Learning – Modern Computer Vision & Generative AI: Packt
- NLP Modelos y Algoritmos: Universidad Austral
- Learning with AI: Politecnico di Milano
- Machine Learning and its Applications: University of Glasgow
