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: Feature Engineering, Responsible AI, Tensorflow, Model Deployment, Keras (Neural Network Library), Data Preprocessing, Google Cloud Platform, Data Quality, Applied Machine Learning, Data Cleansing, Machine Learning, Logistic Regression, Data Pipelines, Data Strategy, Supervised Learning, Model Evaluation, Machine Learning Algorithms, Performance Tuning, MLOps (Machine Learning Operations), Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

National Taiwan University
您将获得的技能: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Classification Algorithms, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Model Evaluation, Autoencoders, Convolutional Neural Networks, Supervised Learning, Computer Science, Decision Tree Learning, Algorithms
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Algorithm, 数据科学, 卷积神经网络, 数据结构, 数据转换, 数值分析, 线性代数, 机器学习, 计划发展, 数据处理, 深度学习, 人工神经网络, 数字信号处理, 性能调整, 数学软件, 软件开发, 图像分析
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Anomaly Detection, AI Security, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Network Analysis, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, LLM Application, Embeddings, OpenAI, Large Language Modeling, Hugging Face, Data Processing, Agentic systems, AI Workflows, Vector Databases, Application Development, Natural Language Processing, Context Management
中级 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Tensorflow, PyTorch (Machine Learning Library), Generative Model Architectures, Applied Machine Learning, Artificial Neural Networks, Embeddings
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Embeddings, LLM Application, Anomaly Detection, Generative AI, Google Cloud Platform, Natural Language Processing, Vector Databases, Semantic Web, Unsupervised Learning, Python Programming
初级 · 项目 · 不超过 2 小时

Fractal Analytics
您将获得的技能: Prompt Engineering, 批判性思维, 人工神经网络, Python 程序设计, 生成式人工智能, 调试, 面向对象编程(OOP), 生成模型架构, 大型语言模型, 计算机编程, 语义网
中级 · 课程 · 1-4 周
University of Maryland, College Park
您将获得的技能: Unstructured Data, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Annual Reports, Machine Learning, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing
初级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 数据伦理, 数据驱动的决策制定, 医学科学与研究, 自然语言处理, 医疗保健, 健康信息学, 医学影像, 大数据, 健康信息管理与医疗记录, 文本挖掘, 图像分析, 数据挖掘, 非结构化数据
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Convolutional Neural Networks, Machine Learning Methods, Applied Machine Learning, Network Architecture
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Tensorflow, Model Deployment, Google Cloud Platform, Data Quality, Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Scikit Learn (Machine Learning Library), Embeddings, Exploratory Data Analysis, Supervised Learning, Logistic Regression, MLOps (Machine Learning Operations), Machine Learning, AI Enablement, Big Data, Applied Machine Learning, Data Pipelines, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月