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: Real Time Data, Apache Spark, Fraud detection, PySpark, Databricks, Data Pipelines, Dashboard Creation, Dashboard, Big Data, Performance Tuning, Data Processing, Internet Of Things, Data Analysis, Performance Analysis, Trend Analysis, Performance Improvement
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Google Cloud Platform, Embeddings, Cloud API, Application Programming Interface (API), Unsupervised Learning, Natural Language Processing, Classification Algorithms, Development Environment, Scalability
中级 · 课程 · 1-3 个月

您将获得的技能: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Python Programming
中级 · 课程 · 1-4 周
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: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Application Deployment, Cloud-Native Computing, Infrastructure as Code (IaC), Cloud Applications, Cloud Deployment, Cloud Development, Google Cloud Platform, Containerization, Application Performance Management, Performance Tuning, Debugging, Node.JS
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Gemini, Google Gemini, Applied Machine Learning, Google Cloud Platform, Generative AI, Customer Relationship Management, Predictive Modeling, Query Languages, SQL, AI Integrations, Data Analysis
中级 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Matplotlib, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Optimization, Model Evaluation, Graphing, Dimensionality Reduction, Data Analysis, Data Science, Descriptive Analytics, Machine Learning Methods, Pandas (Python Package), Data-Driven Decision-Making, Data Processing
MasterTrack · 6-12 个月

您将获得的技能: Cloud-Native Computing, Google App Engine, Cloud Applications, Cloud Development, Application Deployment, Infrastructure as Code (IaC), Cloud Deployment, Google Cloud Platform, Kubernetes, Application Performance Management, Computing Platforms, Containerization, Docker (Software), Cloud Computing, Serverless Computing, Debugging
中级 · 课程 · 1-3 个月