文本分类课程可以帮助您学习文本数据分类、构建机器学习 Model 和评估性能指标的技术。您可以培养自然语言处理、Feature Extraction 和数据预处理方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持实现算法和完善模型。

LearnKartS
您将获得的技能: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Generative AI, Model Evaluation, Embeddings, Model Deployment
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Foundry, Cloud Applications, Cloud Platforms, Command-Line Interface, Platform As A Service (PaaS), Cloud Development, User Accounts, Cloud Management, Cloud Deployment, Scalability, Web Development Tools, Cloud Computing, Network Troubleshooting
中级 · 指导项目 · 不超过 2 小时

IIT Roorkee
您将获得的技能: Unsupervised Learning, Supervised Learning, Data Preprocessing, Anomaly Detection, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Big Data, Data Cleansing, Data Visualization, Python Programming, Data-Driven Decision-Making, Classification Algorithms, Statistical Programming, Exploratory Data Analysis, Deep Learning, Regression Analysis, Artificial Neural Networks
初级 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms
混合 · 课程 · 1-3 个月

您将获得的技能: Adobe Photoshop, Layout Design, Photo Editing, Graphic and Visual Design, Creative Design, Typography, Color Theory
中级 · 课程 · 1-4 周

您将获得的技能: Adobe After Effects, Animations, Motion Graphics, Musical Composition, Video Editing, Video Production, Timelines, Typography, Scripting, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Model Deployment, Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Data Cleansing, Supervised Learning, Data Transformation, Model Evaluation, Data Quality
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
混合 · 课程 · 1-4 周

您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Data Loss Prevention, Google Cloud Platform, Cloud Security, Threat Detection, Event Monitoring, Continuous Monitoring, System Monitoring, Personally Identifiable Information, Data Security, Load Balancing, System Software
中级 · 课程 · 1-4 周

您将获得的技能: Anomaly Detection, Model Deployment, Google Cloud Platform, Cloud Deployment, Image Analysis, Predictive Analytics, Computer Vision
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Gemini, Gemini, Productivity, Google Workspace, Generative AI, Prompt Engineering, Prompt Engineering Tools
初级 · 课程 · 1-4 周

您将获得的技能: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, NumPy, Python Programming
混合 · 课程 · 1-4 周