因果推论课程可以帮助您学习统计技术、实验设计和观察研究方法。您可以掌握识别因果关系、分析 Data Set 和解释结果的技能,为决策提供依据。许多课程都会介绍 R、Python 等工具以及进行因果分析的专项软件,使您能够在公共卫生、经济学和社会科学等现实世界中应用这些技能。

Google Cloud
您将获得的技能: Analytics, Data Analysis, Applied Machine Learning, Model Training, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Training, Dataflow, AI Workflows, Application Performance Management, Data Pipelines, MLOps (Machine Learning Operations), Data Flow Diagrams (DFDs), Graph Theory, Data Processing, Data Manipulation
中级 · 课程 · 1-4 周

您将获得的技能: Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Model Training, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Fine-tuning, Model Deployment, Data Preprocessing, Model Training, Model Evaluation, Technical Communication, Computer Vision, Image Analysis, Application Deployment, Technical Documentation, Technical Writing, Professional Development, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Storytelling
中级 · 课程 · 1-4 周

Packt
您将获得的技能: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Model Training, Statistical Machine Learning, Data Manipulation, Machine Learning Methods, Machine Learning Algorithms, Data Science, Machine Learning, Tidyverse (R Package), Data Analysis, Bayesian Network, Logistic Regression
中级 · 课程 · 3-6 个月
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Containerization, Model Optimization, Performance Tuning, Memory Management, Docker (Software), Java, Java Programming, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Model Training, Applied Machine Learning, Model Deployment, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Serverless Computing, Google Cloud Platform, Generative AI, Model Optimization, Cloud Deployment, Application Deployment, AI Integrations, Containerization, Performance Tuning, Scalability
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Analytics, Data Analysis, Applied Machine Learning, Google Cloud Platform, Model Training, Machine Learning, Machine Learning Algorithms, SQL
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Analytics, Data Analysis, Google Cloud Platform, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Machine Learning Methods, Model Deployment
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, AI Integrations, Application Deployment, Model Optimization, Cloud Storage, Containerization, Performance Tuning
初级 · 课程 · 1-4 周