应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Edureka
您将获得的技能: 机器学习, 数据科学, 深度学习, 卷积神经网络, 分类算法, 预测建模, 自然语言处理, 监督学习, 数据预处理, 应用机器学习, 张力流, 人工智能, 递归神经网络 (RNN), 文本挖掘
初级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 模型部署, 机器学习, 预测建模, 描述性统计, 数据清理, 模型评估, AI 工作流程, 流程管理, 功能工程, 应用机器学习, 机器学习算法, 数据预处理, 人工智能和机器学习(AI/ML), 数据收集, 数据分析, 统计分析
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Supervised Learning, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Data Analysis, Business Analysis, Artificial Neural Networks, Classification Algorithms, No-Code Development, Statistical Programming
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Model Evaluation, Data Preprocessing, Operations Research, NumPy, Data Manipulation, Feature Engineering, Supervised Learning, Inventory Management System, Supply Chain, Applied Machine Learning, Trend Analysis, Data Visualization, Customer Demand Planning, Machine Learning, Data Science, Data Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

Dartmouth College
您将获得的技能: Bayesian Network, Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Tensorflow, Machine Learning, Model Evaluation, Network Architecture, Algorithms, Probability Distribution
攻读学位
中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Synthesis, Performance Tuning, Data Analysis, Network Architecture
初级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: Python 程序设计, 无监督学习, 功能工程, Jupyter, 线性代数, 数据预处理, NumPy, 微积分, 统计, 高等数学, 降维
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Unsupervised Learning, Model Evaluation, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Feature Engineering, Artificial Intelligence, Deep Learning, Classification Algorithms, Statistical Analysis, Predictive Modeling, Regression Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL
初级 · 项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 物联网, 机器学习, 新产品开发, 无监督学习, 监督学习, 数据存储, 产品规划, 测量系统, 产品开发, 机器学习算法, 大数据, 文件系统, 项目规划, 员工管理, 数据预处理, 分析, 数据分析
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Supervised Learning, Machine Learning, Pandas (Python Package), Machine Learning Algorithms, Unsupervised Learning, Feature Engineering, Taxonomy, Data Analysis, Artificial Intelligence, Deep Learning
中级 · 课程 · 1-3 个月