Skills you'll gain: Apache Kafka, Data Pipelines, Integration Testing, Verification And Validation, Transaction Processing, Data Integrity, Real Time Data, Apache Spark, Data Validation, Data Architecture, System Design and Implementation, Configuration Management, Scenario Testing, Event Monitoring, Performance Tuning, Project Implementation, Apache, Production Management, Internet Of Things
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Model Optimization, Machine Learning Methods, Pivot Tables And Charts, Linear Algebra, Deep Learning, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Python Programming
★ 4.8 (11) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Serverless Computing, Site Reliability Engineering, Debugging, Identity and Access Management, Cloud Security, Data Integrity, Real Time Data, Data Processing, Google Cloud Platform, Cloud Management, Data Security, Performance Tuning, Data Access, CI/CD, Unit Testing, Data Import/Export, Cloud Storage
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Cloud-Based Integration, Data Processing, Data Warehousing, Amazon S3, Automation, Data Management, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Systems Architecture, Data Quality, Data Pipelines, Data Integration, Cloud Storage, Data Storage Technologies, Data Storage, Model Training, Failure Analysis, Data Processing, Metadata Management, Performance Tuning, Dependency Analysis
Intermediate · Course · 1 - 4 Weeks

Nanjing University
Skills you'll gain: Data Processing, Data Mining, Data Structures, Data Presentation, Object Oriented Programming (OOP), Web Scraping, Data Capture, Data Analysis, Python Programming, NumPy, Data Preprocessing, Data Visualization, UI Components, User Interface (UI) Design, Programming Principles
★ 4.1 (378) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Embeddings, Natural Language Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Real Time Data, Data Processing, Performance Tuning, Pandas (Python Package), Data Transformation, Jupyter, Google Cloud Platform
Advanced · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Preprocessing, Data Science, Data Cleansing, Matplotlib, NumPy, JSON, Python Programming, File I/O
★ 4.3 (200) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Dataflow, Data Warehousing, Dashboard Creation, Data Preprocessing, Data Infrastructure, Data Governance, Big Data, Feature Engineering, Data Architecture, Dashboard, Extract, Transform, Load, Data Migration, Apache Spark, Applied Machine Learning, Tensorflow
★ 4.7 (126) · Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Data Cleansing, Document Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, AI Workflows, AI Integrations, Agentic Workflows, Automation, Prompt Engineering Tools, AI Enablement, Performance Measurement, Decision Intelligence, Generative AI, Process Optimization, Scalability, Debugging
★ 4.7 (6) · Intermediate · Course · 1 - 3 Months