
Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 机器学习, 探索性数据分析, 数据伦理, 生成式人工智能, 数据质量, AI 赋能, 数据战略, 应用机器学习, Machine Learning 方法, 负责任的人工智能
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Python 程序设计, 机器学习, 分类算法, 回归分析, 模型评估, 深度学习, 决策树学习, 人工神经网络, Keras(神经网络库), 随机森林算法, 张力流, Scikit-learn (机器学习库)
中级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Model Deployment, Data Transformation, Model Evaluation, Exploratory Data Analysis, Data Processing, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning
中级 · 课程 · 1-4 周
National Taiwan University
您将获得的技能: Financial Management, Production Management, Economics, Capital Budgeting, Business Management, Marketing, Marketing Strategies, Advertising, Business Economics, Consumer Behaviour, Supply Chain Management, Market Research, Decision Making
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数值分析, 数据处理, 数据转换, Algorithm, 机器学习, 深度学习, 数据科学, 卷积神经网络, 线性代数, 数据结构, 数字信号处理, 数学软件, 图像分析, 人工神经网络
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周
Google Cloud
您将获得的技能: Google Sheets, Google Workspace, Spreadsheet Software, Excel Formulas, Data Visualization, Data Management, Business Solutions, Collaborative Software, Data Sharing, Data Import/Export, Version Control
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 机器学习, 统计假设检验, 探索性数据分析, 统计方法, 数据分析, 数据预处理, 数据科学, Rmarkdown, 回归分析, 模型评估, 分类与回归树 (CART), 统计建模, 统计分析, 预测建模, 数据建模, 统计推理, R 语言程序设计(中文版), Tidyverse(R 软件包)
混合 · 课程 · 1-3 个月