
您将获得的技能: NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Exploratory Data Analysis, Computer Programming
初级 · 课程 · 3-6 个月

Dartmouth College
您将获得的技能: Classification Algorithms
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中级 · 课程 · 1-3 个月

您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 数据预处理, 机器学习, 监督学习, 探索性数据分析, 时间序列分析和预测, 分类算法, 深度学习, 降维, 卷积神经网络, 生成式对抗网络(GANs), 自动编码器, 强化学习, 数据科学, 功能工程, 无监督学习, 回归分析, Python 编程, 统计方法, 应用机器学习, 递归神经网络 (RNN)
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中级 · 专业证书 · 3-6 个月

University of Washington
您将获得的技能: 深度学习, 功能工程, 统计机器学习, 贝叶斯统计, 机器学习, 人工智能, 监督学习, 预测建模, 分类算法, 图像分析, 模型评估, 数据挖掘, 逻辑回归, 统计建模, 数据预处理, 无监督学习, 计算机视觉, 决策树学习, 回归分析, Model Evaluation, 应用机器学习
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 人工智能, 机器学习, 监督学习, 预测建模, 分类算法, 无代码开发, 模型部署, 人工智能和机器学习(AI/ML), 无监督学习, 微软 Azure, 回归分析, Microsoft Azure, MLOps(机器学习运营), 应用机器学习
初级 · 课程 · 1-4 周

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Containerization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, BeeAI, Image Analysis, Deep Learning, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Python Programming
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 决策树学习, 预测分析, 机器学习, 深度学习, 监督学习, 算法, 卷积神经网络, 随机森林算法, 自然语言处理, 模型评估, 数据科学, 人工智能和机器学习(AI/ML), 逻辑回归, 无监督学习, 计算机视觉, 回归分析, 分类与回归树 (CART), Model Evaluation, Algorithm
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 功能工程, 数据管道, 机器学习, 数据验证, 调试, 云部署, 数据预处理, 持续部署, 模型评估, 模型部署, 持续监测, 数据质量, Data Validation, 应用机器学习, Model Evaluation, MLOps(机器学习运营)
中级 · 课程 · 1-4 周