Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Tensorflow, Classification Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting
初级 · 课程 · 1-3 个月

Fractal Analytics
您将获得的技能: 描述性统计, 统计分析, 数据可视化软件, 数据分析, Matplotlib, 数据操作, 功能工程, 统计, Pandas(Python 软件包), 数据科学, 数据清理, 商业分析, Jupyter, 相关性分析, 数据转换, 探索性数据分析, 统计假设检验, 数据预处理, Seaborn, 数据整理
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Large Language Modeling, Model Deployment, Natural Language Processing, Application Deployment, Transfer Learning, Embeddings, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Processing, Application Programming Interface (API), Model Evaluation, Automation, Software Installation
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 计算机视觉, 模型评估, 卷积神经网络, 深度学习, 人工神经网络, 分类算法, 机器学习, 张力流, 性能调整, 应用机器学习, 图像分析
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: Algorithm, 回归分析, 模型评估, 无监督学习, 机器学习, 分类算法, 预测建模, 数据预处理, 功能工程, 性能调整, 应用机器学习, 监督学习, Jupyter
中级 · 课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), NumPy, Data Manipulation, Data Preprocessing, Package and Software Management, Data Analysis, Data Transformation, Data Integration, JSON, Object Oriented Programming (OOP), Data Wrangling, Data Science, Python Programming, Computer Programming, Programming Principles, Data Import/Export, Software Design, Mathematical Software, Computational Logic, Data Structures
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周

Yonsei University
您将获得的技能: 卷积神经网络, 自然语言处理, 强化学习, 递归神经网络 (RNN), 深度学习, 机器学习, 技术战略, 人工神经网络, 企业战略, 人工智能和机器学习(AI/ML), 无监督学习, 张力流, 人工智能
初级 · 课程 · 1-3 个月