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: Pandas (Python Package), Matplotlib, NumPy, Data Visualization, Machine Learning Algorithms, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Python Programming, Data Science, Text Mining, Data Processing, Supervised Learning, Applied Machine Learning, Unstructured Data, Markov Model
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Unsupervised Learning, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Reinforcement Learning, Data Ethics, Prompt Engineering, Data Processing, Application Deployment
中级 · 专业证书 · 3-6 个月

Packt
您将获得的技能: Large Language Modeling, MLOps (Machine Learning Operations), Prompt Engineering, AWS SageMaker, Extract, Transform, Load, Data Pipelines, CI/CD, Supervised Learning, Application Deployment, Scalability, Performance Tuning
初级 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Artificial Neural Networks, Unstructured Data, Deep Learning, Data Processing, Machine Learning Methods, Machine Learning
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 张力流, 人工神经网络, 文本挖掘, 生成式人工智能, 机器学习, 应用机器学习, 自然语言处理, 深度学习, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Data Processing, Probability & Statistics, Unstructured Data, Deep Learning, Machine Learning, Supervised Learning, Algorithms, Regression Analysis
攻读学位
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 预测建模, 回归分析, 时间序列分析和预测, 机器学习算法, 数据访问, 监督学习, 探索性数据分析, 数据科学, 统计推理, 无监督学习, 降维, 机器学习, 功能工程, 数据分析, 数据清理, 深度学习, Python 程序设计, 生成模型架构, 强化学习, 应用机器学习
攻读学位
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Processing, Statistical Modeling, Data Transformation, Data Analysis, Python Programming, Applied Machine Learning, Supervised Learning, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Dimensionality Reduction, Text Mining, Applied Machine Learning, Statistical Machine Learning, Supervised Learning, Unsupervised Learning, Python Programming, Machine Learning, Predictive Modeling, Regression Analysis, Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Artificial Intelligence, Scikit Learn (Machine Learning Library)
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Text Mining, Data Ethics, Artificial Intelligence, Deep Learning, Performance Tuning, Applied Machine Learning, Data Processing, Artificial Neural Networks, Reinforcement Learning, Document Management, Database Management Systems, Data Storage Technologies
中级 · 专项课程 · 3-6 个月

您将获得的技能: Natural Language Processing, Text Mining, Data Processing, Data Manipulation, Unstructured Data, Markov Model, Python Programming, Machine Learning Methods, Algorithms, Probability & Statistics
中级 · 课程 · 1-3 个月