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。

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Machine Learning, Data Mining, Data Cleansing, Deep Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 统计分析, 决策树学习, 放射诊断学, 数据分析, 卷积神经网络, 模型评估, 深度学习, 功能工程, 图像分析, 治疗计划, 机器学习, AI 个性化服务, 临床试验, 数据预处理, 随机森林算法, 预测, 应用机器学习, 风险模型, 预测建模, 病人治疗
中级 · 专项课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Predictive Analytics, Marketing Analytics, Statistical Machine Learning, Machine Learning, Data Science, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 生成对抗网络 (GAN), 健康信息管理, 大数据, Machine Learning 方法, 递归神经网络 (RNN), 健康信息学, 医疗保健项目管理, 医疗保健, 机器学习, 深度学习, 模型部署, 嵌入, 图论, 监督学习, 应用机器学习, 自动编码器, 人工神经网络, 图像分析
高级设置 · 专项课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Model Deployment, Machine Learning, Applied Machine Learning, Predictive Modeling
初级 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: 回归分析, Python 程序设计, Scikit-learn (机器学习库), 模型评估, 统计方法, 分类算法, 机器学习, 线性代数, 逻辑回归, 应用机器学习, 监督学习
混合 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, Infrastructure as Code (IaC), Debugging, Bash (Scripting Language), Test Automation, Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Technical Communication, Web Services, Email Automation, Automation, Python Programming, Interviewing Skills, Applicant Tracking Systems, Configuration Management, Program Development, Programming Principles
高级设置 · 专业证书 · 3-6 个月

University of Alberta
您将获得的技能: Algorithm, 人工智能和机器学习(AI/ML), 强化学习, 模型评估, 模拟, 人工神经网络, 机器学习算法, 机器学习, 性能调整, 马尔可夫模型, 性能测试
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: Algorithm, 数据分析, Python 程序设计, 无监督学习, 网络分析, Matplotlib, 社交网络分析, 图论, 分析, 预测分析, Pandas(Python 软件包), 数据导入/导出
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Predictive Modeling, Logistic Regression, Statistical Modeling, Model Evaluation, Machine Learning, Machine Learning Algorithms, Classification Algorithms, Regression Analysis, Probability & Statistics, Linear Algebra
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Histogram, Data Visualization, Statistical Analysis, Integrated Development Environments, Computer Networking, Python Programming, Server Side
初级 · 专项课程 · 3-6 个月