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。

LearnQuest
您将获得的技能: Python 程序设计, 数据清理, 分类算法, 无监督学习, 数据预处理, Scikit-learn (机器学习库), 机器学习, 人工神经网络, 降维, 随机森林算法, 数据转换, 应用机器学习, 监督学习, 预测建模
中级 · 课程 · 1-4 周

Universidad de Palermo
您将获得的技能: Responsible AI, Predictive Modeling, Business Transformation, Data-Driven Decision-Making, Business Leadership, Data Science, Business Ethics, Business Analytics, Organizational Change, Innovation, Strategic Leadership, AI Security, Artificial Intelligence, Natural Language Processing, Machine Learning, Computer Vision, IT Service Management
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 卷积神经网络, 机器学习, 数据科学, 数据结构, 计划发展, 数据处理, 线性代数, Algorithm, 数据转换, 人工神经网络, 性能调整, 数学软件, 数字信号处理, 图像分析, 数值分析, 深度学习, 软件开发
中级 · 课程 · 1-3 个月
Codio
您将获得的技能: Matplotlib, Text Mining, GitHub, Large Language Modeling, Django (Web Framework), Git (Version Control System), Package and Software Management, Platform As A Service (PaaS), Plot (Graphics), Application Deployment, Natural Language Processing, Data Visualization Software, Unit Testing, Cloud Deployment, Jupyter, Database Development, Data Processing, Virtual Environment, Dependency Analysis, Python Programming
中级 · 专项课程 · 1-3 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 自然语言处理, Machine Learning 方法, 人工神经网络, 递归神经网络 (RNN), 深度学习, 性能调整
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Supervised Learning, Artificial Neural Networks, Convolutional Neural Networks, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, Performance Tuning, Python Programming, NumPy, Linear Algebra, Algorithms
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Python 程序设计, Machine Learning 方法, 模型评估, 机器学习, 张力流, 数据预处理, 人工神经网络, 性能调整, 应用机器学习, 图像分析, Keras(神经网络库), 数据导入/导出, ChatGPT
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Embedded Systems, Tensorflow, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning Algorithms, Convolutional Neural Networks, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Model Evaluation, Performance Tuning
中级 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 计算机视觉, 机器学习算法, Machine Learning 方法, 人工神经网络, 降维, Algorithm, 无监督学习, 图像分析, 深度学习, 图论
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Model Deployment, Data Preprocessing, Keras (Neural Network Library), Google Cloud Platform, Data Quality, Cloud Deployment, Embeddings, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Unsupervised Learning, Deep Learning, Data Analysis, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

您将获得的技能: Retrieval-Augmented Generation, Generative AI, LLM Application, Snowflake Schema, Prompt Engineering, Embeddings, Natural Language Processing, Unstructured Data, Data Pipelines, User Interface (UI), Semantic Web, Data Processing, SQL
中级 · 课程 · 1-4 周