
Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 生产率, 时间管理, 解决问题, 创造力, 精神集中, 压力管理, 自我意识, 人类学习, 学习策略, 坚持不懈, 愿意学习
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 数据科学, 预测建模, 分类算法, 深度学习, 监督学习, 模型评估, 应用机器学习, 回归分析, 无监督学习, 强化学习, 人工智能
初级 · 课程 · 1-4 周

您将获得的技能: Digital pedagogy, Education Software and Technology, digital literacy, Content Management, User Accounts
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Image Analysis, Cloud Deployment, Hybrid Cloud Computing, Recurrent Neural Networks (RNNs), Systems Architecture, Performance Tuning, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
初级 · 指导项目 · 不超过 2 小时

Imperial College London
您将获得的技能: Python 程序设计, 应用数学, 人工神经网络, 无监督学习, 数据预处理, 数学建模, 线性代数, 功能工程, 回归分析, 微积分, 机器学习算法, Algorithm, 衍生产品, NumPy, Jupyter, 统计, 降维, 高等数学
初级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Governance, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Business Ethics, Data Governance, Data Collection, Regulatory Requirements, Business, Business Strategy, Business Planning
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月

Duke University
您将获得的技能: Python 程序设计, 探索性数据分析, 机器学习, 数据操作, 负责任的人工智能, 模型部署, 大数据, MLOps(机器学习 Operator), 数据管理, Devops, 集装箱化, GitHub, Pandas(Python 软件包), NumPy, 云部署, 微软 Azure, 拥抱的脸, AWS SageMaker, 云计算, 数据分析
高级设置 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 持续监测, 调试, 模型评估, 模型部署, MLOps(机器学习 Operator), 数据管道, 数据预处理, 应用机器学习, 功能工程, 云部署, Data Validation, 数据质量, 持续部署
中级 · 课程 · 1-4 周
University of London
您将获得的技能: 机器学习, 分类算法, 模型评估, 数据预处理, 人工智能, 数据收集, 图像分析, 数据分析
攻读学位
初级 · 课程 · 1-4 周