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。

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, 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), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月

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, Generative Adversarial Networks (GANs), Embeddings, Hugging Face, Transfer Learning, Data Pipelines, Recurrent Neural Networks (RNNs), Data Ethics, Data Preprocessing, Artificial Intelligence, Text Mining, Performance Tuning, Applied Machine Learning, Natural Language Processing
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 生成式人工智能, 人工神经网络, 文本挖掘, 自然语言处理, 递归神经网络 (RNN), 嵌入, 机器学习, 应用机器学习, 数据预处理, 张力流
中级 · 课程 · 1-4 周

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

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: 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

DeepLearning.AI
您将获得的技能: 人工神经网络, 文本挖掘, 概率与统计, 自然语言处理, 机器学习方法, 嵌入, 数据预处理, 算法, 马尔可夫模型, 统计建模, Algorithm
中级 · 课程 · 1-4 周

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

Coursera
您将获得的技能: Natural Language Processing, Data Wrangling, Data Pipelines
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), Unstructured Data, Analytics, Application Development, Virtual Machines
初级 · 课程 · 1-4 周