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。

IBM
您将获得的技能: 机器学习, 生成式人工智能, 无监督学习, 计算机视觉, 生成模型架构, PyTorch(机器学习库), Keras(神经网络库), 监督学习, 检索-增强生成, Python 编程, 矢量数据库, 大型语言建模, 视觉转换器(ViT), PySpark, 及时工程, 数据科学, 模型评估, Model Evaluation, Apache Spark, 生成式人工智能代理, 迁移学习, Transfer Learning, Prompt Engineering
攻读学位
中级 · 专业证书 · 3-6 个月

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

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

您将获得的技能: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Generative AI Agents, Vector Databases, LLM Application, Generative Adversarial Networks (GANs), Embeddings, Natural Language Processing, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Preprocessing, Data Pipelines, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning
中级 · 课程 · 1-4 周

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

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

Coursera
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms
混合 · 课程 · 1-4 周

Alfaisal University | KLD
您将获得的技能: Relationship Building, Interpersonal Communications, Self-Awareness, Social Skills, Persuasive Communication, Rapport Building, Active Listening, Emotional Intelligence, Communication, Personal Development
初级 · 课程 · 1-4 周