NLP 课程可以帮助您学习文本处理、Sentiment Analysis、语言模型和聊天机器人开发。您可以掌握数据预处理、Feature Extraction 和 Model Evaluation 性能方面的技能。许多课程介绍了 NLTK 和 spaCy 等 Python 库以及 TensorFlow 和 PyTorch 等框架等工具,这些工具支持实施 NLP 技术和开发利用人工智能的应用程序。

您将获得的技能: Data Visualization, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Model Training, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Preprocessing, Natural Language Processing, Predictive Modeling, Machine Learning, Unstructured Data, Data Analysis, Machine Learning Algorithms, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, AI literacy, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据管理, 数据分析, Python 编程, 数据完整性, 数据质量, 审计, 信息及相关技术控制目标 (COBIT), 自然语言处理, 数据操作, Data Governance, 会计, Pandas(Python 软件包), 财务审计, Data Management, 一般会计, 探索性数据分析, 内部审计, 分析, 内部控制, 欺诈检测, GitHub
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中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 深度学习, 机器学习, 健康信息学, 机器学习方法, 应用机器学习, 人工神经网络, 计划发展, 人工智能和机器学习(AI/ML), 监督学习, 无监督学习, 模型评估, Model Evaluation, 机器学习算法, 医疗保健项目管理, 医疗保健, 医学科学与研究
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, LangChain, AI Orchestration, SQL, LLM Application, Query Languages, Generative AI Agents, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing, Large Language Modeling
初级 · 项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing
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初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: 数据预处理, 社会科学, 数据库, 数据收集, 社交媒体分析, 文本挖掘, 应用机器学习, 自然语言处理, 模拟, 代理系统, 社交网络分析, 网络抓取, 数据清理, 数据整理, IBM 云计算, 网络分析
中级 · 课程 · 1-4 周

您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Intelligence, Agentic systems, Machine Learning Algorithms, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Agentic Workflows, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Decision Intelligence, Markov Model, Algorithms, Programming Principles, Probability & Statistics
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 模型优化, 文本挖掘, Python 编程, 预测建模, 模型培训, 监督学习, 应用机器学习, 自然语言处理, 回归分析, 验证和确认, 模型评估, Model Evaluation, 预测分析, 分类算法, 统计建模
中级 · 课程 · 1-4 周