Python 机器学习课程可以帮助您学习数据预处理、模型选择和 Evaluation 技术。您可以掌握实现 Regression、Classification 和 Cluster 等算法以及使用神经网络的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,展示这些技术如何支持 AI 应用的开发,并提高您分析和解释复杂数据集的能力。

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

IBM
您将获得的技能: 数据操作, 网页抓取, Python 程序设计, 数据分析, 数据科学, Pandas(Python 软件包), 数据收集, 数据展示, Jupyter, 仪表板, 数据处理
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Responsible AI, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, MLOps (Machine Learning Operations), Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Data Cleansing, Prompt Engineering, Cloud Deployment, Data Strategy, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Seaborn, Matplotlib, Predictive Modeling, Data Preprocessing, Supervised Learning, NumPy, Model Evaluation, Applied Machine Learning, Predictive Analytics, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Scatter Plots, Statistical Visualization, Python Programming, Data Science, Machine Learning, Data Analysis
初级 · 专项课程 · 1-3 个月

Microsoft
您将获得的技能: 数据操作, Matplotlib, Python 程序设计, 数据叙事, 模型评估, Scikit-learn (机器学习库), 数据分析, Plotly, 数据可视化软件, 生成式人工智能, 机器学习, Pandas(Python 软件包), 数据可视化, 数据伦理, Jupyter, 交互式数据可视化, 探索性数据分析, 数据清理, 数据转换
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing
初级 · 专项课程 · 1-3 个月

Meta
您将获得的技能: 数据可视化软件, 数据操作, 数据分析, 脚本, Python 程序设计, Matplotlib, 散点图, 数据清理, Pandas(Python 软件包), 数据建模, 编程原则, 数据可视化, Jupyter, 探索性数据分析, 柱状图
初级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Data Preprocessing, Jupyter, Image Analysis, Cloud Deployment, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Amazon Web Services, Python Programming, Data Transformation, Logistic Regression, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月
University of Michigan
您将获得的技能: 统计分析, 数据操作, Python 程序设计, 数据分析, Pandas(Python 软件包), 数据科学, 数据导入/导出, 透视表和图表, 编程原则, NumPy, 数据转换, 数据清理, 数据预处理
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 应用数学, 数据操作, Machine Learning 方法, Python 程序设计, 代数, 降维, NumPy, 线性代数, 机器学习, 高等数学, 数学建模, 数据预处理
中级 · 课程 · 1-4 周

您将获得的技能: Cryptography, Model Evaluation, Exploratory Data Analysis, Event-Driven Programming, Encryption, Server Side, Web Development, Regression Analysis, Apache, Web Services, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Public Key Cryptography Standards (PKCS), Web Scraping, Natural Language Processing, Web Applications, Key Management, Python Programming, Predictive Modeling
初级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation
初级 · 课程 · 1-4 周