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: Natural Language Processing, Text Mining, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Classification Algorithms, Algorithms, Probability & Statistics, Dependency Analysis
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Unstructured Data, Classification Algorithms, Python Programming, Applied Machine Learning, Machine Learning, Automation
初级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 卷积神经网络, 监督学习, 数据科学, 生成模型架构, 时间序列分析和预测, 分类算法, 无监督学习, 强化学习, 功能工程, 机器学习, 生成式对抗网络(GANs), 深度学习, Python 编程, Scikit Learn(机器学习库), 自动编码器, 生成式人工智能, 探索性数据分析, 递归神经网络 (RNN), 降维, 回归分析
攻读学位
中级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization
中级 · 专业证书 · 3-6 个月

您将获得的技能: Data Preprocessing, Classification Algorithms, Embeddings, Machine Learning Methods, Model Evaluation, Model Training, Dependency Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, PyTorch (Machine Learning Library), Prompt Patterns, Generative AI Agents, Fine-tuning, Vector Databases, LLM Application, Generative Model Architectures, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Tool Calling, Hugging Face, Model Optimization, Reinforcement Learning, Transfer Learning, Data Pipelines
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Fine-tuning, Natural Language Processing, Model Training, Data Wrangling, Data Pipelines
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Development Environment, Software Installation
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Python Programming, Data Mining, Bayesian Statistics
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 监督学习, 机器学习方法, 功能工程, 分类算法, 自然语言处理, 嵌入, 逻辑回归, 文本挖掘, 统计机器学习, 降维
中级 · 课程 · 1-4 周

您将获得的技能: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, AI Workflows, Analytics, Application Development
初级 · 课程 · 1-4 周

您将获得的技能: Transfer Learning, Fine-tuning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Model Training, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization
中级 · 指导项目 · 不超过 2 小时