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: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training
中级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Natural Language Processing, Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Large Language Modeling, Fine-tuning, Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Tensorflow, Artificial Intelligence, Machine Learning Methods, Computer Vision, Model Training
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Data Preprocessing, Supervised Learning
★ 3.9 (17) · 中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Model Training, Natural Language Processing, Embeddings, Model Optimization, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning, Artificial Intelligence, 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, Rapport Building, Active Listening, Behavior Management, Communication, Personal Development
★ 4.7 (60) · 初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习方法, 人工神经网络, 马尔可夫模型, 算法, 自然语言处理, 概率与统计, 数据清理, Algorithm, 嵌入, 数据预处理
★ 4.7 (1783) · 中级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Natural Language Processing, Machine Learning Algorithms, Artificial Neural Networks, Machine Learning Methods, Tensorflow, Applied Machine Learning, Deep Learning, Model Training, Scikit Learn (Machine Learning Library), Python Programming, Jupyter, Machine Learning, Algorithms, Network Architecture
★ 3.7 (10) · 初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 代币优化, 病人沟通, 人工智能, 远程保健, 大型语言建模, 及时工程, 人工智能个性化, 健康技术, 及时的工程工具, 自然语言处理, 背景工程, ChatGPT, 生成式人工智能, Prompt Engineering
★ 4.6 (82) · 初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 人工神经网络, 张力流, 机器学习, 自然语言处理, 应用机器学习, 嵌入, 数据处理, 生成式人工智能, 数据预处理, 文本挖掘, 递归神经网络 (RNN), 模型培训
★ 4.6 (6537) · 中级 · 课程 · 1-4 周

您将获得的技能: Fine-tuning, Model Evaluation, Context Engineering, LLM Application, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Training, Context Management
初级 · 课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Large Language Modeling, Model Evaluation, Embeddings, Data Preprocessing, Fine-tuning, Artificial Intelligence and Machine Learning (AI/ML), Time Series Analysis and Forecasting, Data Analysis, Data Cleansing, Data Processing, Classification Algorithms, Applied Machine Learning, Real Time Data, Deep Learning, Unified Modeling Language, Machine Learning Algorithms
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Large Language Modeling, Model Optimization, Recurrent Neural Networks (RNNs), Natural Language Processing, Prompt Engineering, Model Training, LLM Application, Artificial Neural Networks, Transfer Learning, Deep Learning, Embeddings, Fine-tuning, Generative AI, Artificial Intelligence
★ 4.9 (7) · 中级 · 课程 · 1-4 周