Python Pandas 课程可以帮助您学习数据操作、数据分析和数据 Visualization 技术。您可以掌握处理大型数据集、执行统计分析和数据清洗以获得更好见解的技能。许多课程都会介绍 Jupyter Notebook 和 Matplotlib 等工具,这些工具支持将您的技能应用到实际数据项目中。您还将探索时间系列分析、Data Merging 和使用函数自动执行重复性任务等关键主题,从而提高数据工作流程的效率。
您将获得的技能: Token Optimization, LLM Application, Model Optimization, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Prompt Patterns, A/B Testing, Retrieval-Augmented Generation, Model Evaluation, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Training, Data Pipelines
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Optimization, Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Versioning, Release Management, Continuous Delivery, Performance Testing, PyTorch (Machine Learning Library), Test Automation, Performance Improvement
中级 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Unsupervised Learning, Data Wrangling, Model Training, Feature Engineering, Classification Algorithms, Regression Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Database Design, Data Processing, Scripting Languages, Scripting, Data Structures, Data Import/Export
中级 · 课程 · 1-4 周

您将获得的技能: Cloud-Native Computing, Cloud Applications, Cloud Development, Application Design, Google Cloud Platform, Data Store, Cloud API, Application Development, Cloud Storage, Software Development, Cloud Services, Cloud-Based Integration, Data Storage, Microservices, Data Storage Technologies, Development Environment, Scalability, Node.JS
中级 · 课程 · 1-3 个月

Northwestern University
您将获得的技能: Robotics, Machine Controls, Mathematical Modeling, Torque (Physics), Mechanics, Control Systems, Mathematical Software, Mechanical Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics
中级 · 课程 · 1-4 周
您将获得的技能: Apache Kafka, Real Time Data, Apache Spark, Dashboard, Dashboard Creation, PySpark, Data Pipelines, Business Intelligence, Data Lakes, Data Persistence, JSON, Continuous Monitoring, Business Metrics
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Transfer Learning, Keras (Neural Network Library), Fine-tuning, Deep Learning, Applied Machine Learning, Tensorflow, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Machine Learning Methods, Model Optimization, Model Training
高级设置 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, AI Orchestration, Agentic Workflows, AI Workflows, Model Deployment, Cloud Deployment, Tool Calling, Vector Databases
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Quality Monitoring, Business Metrics, Performance Metric, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Matplotlib, Plot (Graphics), Box Plots, Data Analysis, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Data Literacy, Statistical Visualization, Seaborn, Descriptive Analytics, Analytical Skills, Statistical Analysis, Correlation Analysis, Statistics
初级 · 课程 · 1-4 周