机器学习 Python 课程
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。
机器学习 Python 热门课程和认证
状态：免费试用您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
状态：免费试用IBM
您将获得的技能: 机器学习, 数据扫盲, 数字化转型, 云计算, 人工智能, 数据分析, 数据科学, 数据挖掘, 深度学习, 数据驱动的决策制定, 大数据
状态：新状态：免费试用您将获得的技能: Model Deployment, Model Evaluation, Decision Tree Learning, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Analytics, A/B Testing, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Scalability, Machine Learning Algorithms, Random Forest Algorithm, Performance Testing, Performance Analysis, Statistical Analysis, Classification Algorithms
状态：免费试用您将获得的技能: MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Scalability, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Technical Design, Amazon Elastic Compute Cloud, Cloud Security, Data Management, Disaster Recovery, Continuous Monitoring
状态：预览University of Washington
您将获得的技能: 数据叙事, 机器学习, 自动化, AI 产品战略, 用户故事, 人工智能, 决策支持系统, 人机界面, 创新, 数据驱动的决策制定
状态：免费试用Google
您将获得的技能: Generative AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, LLM Application, Machine Learning, Natural Language Processing, Innovation, Critical Thinking
您将获得的技能: Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting
状态：新状态：免费试用您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
状态：免费试用Board Infinity
您将获得的技能: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression
状态：免费试用University of Alberta
您将获得的技能: 线性代数, 机器学习, 概率分布, 人工神经网络, 监督学习, 功能工程, 强化学习, 机器学习算法, 深度学习, 伪代码
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Intelligence and Machine Learning (AI/ML), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture
总之，以下是 10 最受欢迎的 python for machine learning 课程
- AI Workflow: Business Priorities and Data Ingestion: IBM
- AI Agents and Agentic AI in Python: Powered by Generative AI: Vanderbilt University
- 什么是数据科学？: IBM
- Optimize AI: Build Robust Ensemble Models: Coursera
- Machine Learning Implementation and Operations in AWS: Whizlabs
- 用于自主人工智能的机器教学: University of Washington
- Introduction to AI: Google
- Build your first Machine Learning Pipeline using Dataiku : Coursera
- Linear Regression & Supervised Learning in Python: EDUCBA
- Machine Learning Fundamentals for Java Developers: Board Infinity
