Watson 课程可以帮助您学习自然语言处理、机器学习算法、数据分析和 AI 驱动决策。您可以掌握创建聊天机器人、分析非结构化数据和开发预测模型的技能。许多课程都会介绍 IBM Watson Studio 和 Watson Assistant 等工具,让您可以在各种应用中实施 AI 解决方案并实现流程自动化。

DeepLearning.AI
您将获得的技能: Technical Management, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Supervised Learning, Model Evaluation, Performance Tuning, Test Data
初级 · 课程 · 1-4 周

您将获得的技能: Bioinformatics, R Programming, Molecular Biology, Data Manipulation, Programming Principles, File I/O
初级 · 指导项目 · 不超过 2 小时

Vanderbilt University
您将获得的技能: 数据可视化软件, 数据分析, 回归分析, 分类算法, 数字信号处理, 数据处理, 预测建模, 散点图, 应用机器学习, 图像分析, Matlab, 柱状图
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Exploratory Data Analysis, R Programming, Data Manipulation, Statistical Programming, Data Analysis, File Management, Integrated Development Environments, Programming Principles, Data Science, Data Structures, Computer Programming
初级 · 指导项目 · 不超过 2 小时
University of Leeds
您将获得的技能: Data Presentation, Data Storytelling, Data Visualization, Technical Communication, Scientific Visualization, Infographics, Data Visualization Software, Technical Writing, Statistical Visualization, Communication, Writing, Generative AI, Responsible AI
中级 · 课程 · 1-4 周

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
初级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月

您将获得的技能: Image Analysis, Cloud API, Google Cloud Platform, Applied Machine Learning, Computer Vision, Application Programming Interface (API), Machine Learning
中级 · 项目 · 不超过 2 小时

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings
中级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 交互式数据可视化, 数据可视化软件, 数据导入/导出, 数据分析, 数据清理, 探索性数据分析, 数据操作, 仪表板, 生成式人工智能, 模型评估, 无监督学习, Plotly, 数据扫盲, Jupyter, 数据可视化, 数据挖掘, 专业网络, 监督学习, 数据转换
攻读学位
初级 · 专业证书 · 3-6 个月

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

您将获得的技能: 交互式数据可视化, Python 程序设计, 数据可视化软件, 数据分析, Pandas(Python 软件包), Matplotlib, 仪表板, ChatGPT, 生成式人工智能, 分析, 数据驱动的决策制定
中级 · 指导项目 · 不超过 2 小时