文本挖掘课程可以帮助您学习从非结构化数据中提取信息、自然语言处理和情感分析的技术。您可以掌握数据预处理、文本分类和文本数据 Visualization 方面的技能。许多课程都会介绍 NLTK 和 spaCy 等 Python 库以及数据分析和机器学习软件等工具,这些工具支持实施文本挖掘项目,并增强您对如何利用 AI 分析大型文本数据集的理解。

Coursera
您将获得的技能: Data Storytelling, Infographics, Interactive Data Visualization, Data Visualization, Storytelling, Storyboarding, Diagram Design, Data Analysis, Graphic and Visual Design
初级 · 指导项目 · 不超过 2 小时

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: Selenium (Software), JUnit, HTML and CSS, Test Automation, Software Testing, Test Script Development, Web Development, Software Quality Assurance, Continuous Integration, Java, Test Execution Engine, Object Oriented Programming (OOP), Debugging
中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

您将获得的技能: Jest (JavaScript Testing Framework), Unit Testing, Test Case, React.js, API Testing, Test Driven Development (TDD), Software Testing, Mockups, Javascript
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Transformation, Power BI, Data-Driven Decision-Making, Data Integration, Data Cleansing, Data Wrangling, Extract, Transform, Load, Data Preprocessing, Data Modeling, Business Intelligence, Data Visualization Software, Data Quality, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Adobe Illustrator, Generative AI, AI Workflows, Creativity, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding
初级 · 课程 · 1-4 周

Indian Institute of Technology Guwahati
您将获得的技能: Computer-Aided Design, Manufacturing Processes, Robotics, Manufacturing Operations, Mechanical Design, Production Process, Process Development, Simulation and Simulation Software, Automation, Industrial Engineering, Computer Programming
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Cross Platform Development, Application Programming Interface (API), Machine Learning
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: Prompt Engineering, Multimodal Prompts, Generative AI, Vision Transformer (ViT), Image Analysis, Computer Vision, AI Personalization, AI Workflows
初级 · 项目 · 不超过 2 小时

Simplilearn
您将获得的技能: Generative AI, Mockups, User Interface and User Experience (UI/UX) Design, Usability, AI Workflows, Software Design, Prompt Engineering, Artificial Intelligence, Prototyping, User Centered Design, Software Architecture, Wireframing, Software Engineering
初级 · 课程 · 1-4 周

您将获得的技能: Google Ads, Advertising Campaigns, Search Engine Marketing, Pay Per Click Advertising, Performance Analysis, Performance marketing, Bidding, Campaign Management, Online Advertising, Digital Advertising, Web Analytics, Advertising, Performance Metric, Keyword Research, Key Performance Indicators (KPIs), Target Audience, Performance Management
初级 · 课程 · 1-3 个月