Scikit-learn 课程可以帮助您学习数据预处理、模型选择、分类技术和 Regression 分析。您可以掌握评估模型性能、Feature Engineering 和实施机器学习管道的技能。许多课程都会介绍 Jupyter Notebook 和 Python 库等工具,这些工具支持在实际项目中应用这些技能。

您将获得的技能: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks
中级 · 课程 · 3-6 个月

LearnQuest
您将获得的技能: Pandas(Python 软件包), 模型评估, 数据预处理, 数据科学, 数据整理, 功能工程, 探索性数据分析, 回归分析, 预测建模, Python 编程, 分类算法, 数据处理, 机器学习, Scikit Learn(机器学习库), NumPy, 应用机器学习, 统计假设检验, 数据操作, 统计机器学习, Model Evaluation, 机器学习算法
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 模型优化, 模型评估, Pandas(Python 软件包), 数据清理, 数据预处理, 随机森林算法, 降维, 数据科学, 数据转换, 功能工程, 探索性数据分析, 机器学习, Scikit Learn(机器学习库), 数据处理, 应用机器学习, 生物信息学, Keras(神经网络库), 数据操作, 机器学习算法, Model Evaluation, 模型培训
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Supervised Learning, Responsible AI, Vector Databases, Fine-tuning, Python Programming
初级 · 专业证书 · 3-6 个月

Board Infinity
您将获得的技能: Feature Engineering, Model Deployment, Data Preprocessing, Machine Learning Methods, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Test Script Development, Model Evaluation, Unsupervised Learning, Containerization, Data Processing, Data Wrangling, Unit Testing, Development Testing, Software Development, Python Programming, Application Programming Interface (API)
中级 · 课程 · 1-4 周

您将获得的技能: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Validation, Data Quality
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Model Training, Statistical Machine Learning, Data Manipulation, Machine Learning Methods, Machine Learning Algorithms, Data Science, Machine Learning, Tidyverse (R Package), Data Analysis, Bayesian Network, Logistic Regression
中级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Model Training, Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Feature Engineering, Statistical Machine Learning, Responsible AI, Regression Analysis, Classification Algorithms, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Optimization, Model Training, Workflow Management, Predictive Modeling
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 模型优化, 模型评估, 迁移学习, 递归神经网络 (RNN), 卷积神经网络, Model Evaluation, 模型培训, Transfer Learning
中级 · 课程 · 1-4 周

Packt
您将获得的技能: File I/O, File Systems, File Management, Python Programming, System Programming, Package and Software Management, Mathematical Software, Test Data, Computer Programming Tools, OS Process Management, Numerical Analysis, Arithmetic
中级 · 课程 · 1-4 周