Recommender systems courses can help you learn collaborative filtering, content-based filtering, and hybrid approaches to personalization. You can build skills in data analysis, user behavior modeling, and algorithm evaluation. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing machine learning algorithms, as well as frameworks for managing large datasets and user interactions.

Skills you'll gain: Data Governance, Data Strategy, Data Migration, Correlation Analysis, Security Controls, Data Quality, Data Infrastructure, Metadata Management, SQL, Data Integrity, Cyber Security Assessment, Data Security, Data Validation, Data Pipelines, Dashboard Creation, Data Warehousing, Dashboard, Statistical Analysis, Auditing, Root Cause Analysis
Advanced · Course · 3 - 6 Months

Skills you'll gain: Internet Of Things, Real Time Data, Apache Airflow, Grafana, Model Deployment, Data Pipelines, Data Integration, Decision Intelligence, Interoperability, Analytics, Cloud Computing, Advanced Analytics, Open Source Technology, Data Processing, Python Programming, Time Series Analysis and Forecasting, Scalability, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Theory, Database Systems, Database Development, Data Manipulation, System Requirements
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Machine Learning Methods, Statistical Methods, Machine Learning Algorithms, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Statistical Inference, Verification And Validation, Dimensionality Reduction, Algebra
Mixed · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Supervised Learning, Machine Learning Methods, Image Analysis, Statistical Machine Learning, Applied Machine Learning, Computer Vision, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Deep Learning, Artificial Neural Networks, Text Mining, Decision Tree Learning, Advanced Analytics, Convolutional Neural Networks, Model Optimization, Data Science, Data Processing, Logistic Regression
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Data Mapping, File Transfer Protocol (FTP), Middleware, Transaction Processing, Verification And Validation, Integration Testing, Process Validation, Data Integration, Fraud detection, Web Services, System Testing, Data Validation, Simple Object Access Protocol (SOAP), Development Testing, Enterprise Architecture, Business Process Automation, Process Driven Development, Project Design, Oracle Databases, Business
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Delegation Skills, Team Performance Management, Performance Appraisal, Goal Setting, Performance Review, Performance Management, Accountability, Employee Performance Management, Performance Analysis, Expectation Management, Business Priorities, Performance Measurement, Constructive Feedback, Key Performance Indicators (KPIs), Resource Allocation, Collaborative Software, Power BI, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Content Optimization, Keyword Research, Web Analytics, Performance Measurement, Performance Metric, Marketing Effectiveness, Performance Analysis, Content Management Systems, Auditing, Performance Reporting, Data-Driven Marketing, Data-Driven Decision-Making, Web Content Accessibility Guidelines
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Google Gemini, Generative AI, AI Security, Google Cloud Platform, Responsible AI, Gemini, Generative Model Architectures, AI Integrations, Large Language Modeling, Risk Mitigation, Enterprise Architecture, AI Product Strategy, Cloud Solutions, Model Deployment
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: AI Enablement, AI literacy, Software Documentation, Technical Documentation, Document Management, Artificial Intelligence, AI Workflows, Collaborative Software, AI Integrations, Document Control, Content Development and Management, Content Management, Digital Content
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: IT General Controls (ITGC), Cyber Security Assessment, Endpoint Security, Data Security, Network Security, Cloud Security, Personally Identifiable Information, Information Privacy, Linux Administration, Firewall, Cybersecurity, Vulnerability Assessments, Endpoint Detection and Response, Linux, Network Administration, System Configuration, Security Controls, Cyber Threat Intelligence, Cyber Security Strategy, Good Clinical Practices (GCP)
Beginner · Course · 3 - 6 Months

Skills you'll gain: Flask (Web Framework), Restful API, Application Deployment, Cloud Deployment, Dashboard Creation, Full-Stack Web Development, Application Programming Interface (API), Data Visualization, Object-Relational Mapping, Interactive Data Visualization, Application Development, Cloud Applications, API Design, Back-End Web Development, Database Management, Bootstrap (Front-End Framework), Databases, Authentications, Web Applications, Web Development
Intermediate · Specialization · 3 - 6 Months