
Imperial College London
您将获得的技能: 数据管道, 计算机视觉, 卷积神经网络, 模型评估, 自然语言处理, 深度学习, Transfer Learning, 迁移学习, 自动编码器, 模型部署, 贝叶斯统计, 数据预处理, 概率分布, Model Evaluation, 监督学习, 人工神经网络, 张力流, 生成模型架构, 递归神经网络 (RNN), Keras(神经网络库), 应用机器学习, 图像分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Health Informatics, Data Preprocessing, Clinical Data Management, Predictive Analytics, Patient Safety, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Autoencoders, Unsupervised Learning, Tensorflow, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Statistical Methods, Logistic Regression, Image Analysis, Data Preprocessing, Model Deployment, Computer Vision
中级 · 专业证书 · 3-6 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

您将获得的技能: 数据管道, 机器学习, 模型评估, 回归分析, 数据转换, 数据处理, Apache Hadoop, 无监督学习, PySpark, 分类算法, Apache Spark, 生成式人工智能, 监督学习, Model Evaluation, 摘录, 应用机器学习
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Program Evaluation, Course Development, Web Content Accessibility Guidelines, Educational Materials, Multimedia, Instructional Design, Learning Theory, Design, Learning Management Systems, Education Software and Technology, Professional Development, Brainstorming, Needs Assessment, Content Creation, Motivational Skills, Diversity Equity and Inclusion Initiatives, User Centered Design, Prototyping, Design Strategies, Creative Thinking
初级 · 专项课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Entry
初级 · 指导项目 · 不超过 2 小时

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

Coursera
您将获得的技能: Responsible AI, Data Ethics, Microsoft Copilot, Generative AI, AI Enablement, Training and Development, ChatGPT, Productivity Software, Prompt Engineering, Developing Training Materials, Learning Management Systems, Innovation, Case Studies, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 机器学习, Google Cloud 平台, 数据管理, 数据管道, Data Management, 数据转换, 模型评估, 人工智能工作流程, MLOps(机器学习运营), 数据预处理, 云计算, 模型部署, 预测建模, Model Evaluation, Data Governance, 张力流
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: LLM Application, Large Language Modeling, Model Evaluation, Prompt Engineering, Reinforcement Learning
中级 · 项目 · 不超过 2 小时