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: Azure Synapse Analytics, Microsoft Azure, Power BI, Databricks, Data Processing, Database Administration, Microsoft SQL Servers, Data Warehousing, Database Theory, Databases, Cloud Services, Data Architecture, NoSQL, Apache Spark, Relational Databases, Database Systems, Cloud Storage, Database Management Systems, MySQL, Data Store
Beginner · Specialization · 3 - 6 Months

Stanford University
Skills you'll gain: Sustainable Architecture, HVAC, Sustainable Technologies, Electrical Power, Building Design, Climate Change Mitigation, Architectural Engineering, Sustainable Development, Sustainable Engineering, Energy and Utilities, Building Services Engineering, Environmental Issue, Waste Minimization, Environmental Social And Corporate Governance (ESG), Environmental Regulations, Architectural Design, Electric Power Systems, Corporate Sustainability, Building Codes, Construction
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Scripting, IT Automation, Bash (Scripting Language), Shell Script, Automation, Workflow Management, Security Controls, Scripting Languages, Performance Tuning, Debugging, Encryption, Continuous Monitoring, Decision Making, File Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Derivatives, Financial Trading, Financial Market, Futures Exchange, Market Analysis, Market Dynamics, Risk Management, Investments, Equities, International Finance, Finance
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Application Security, Security Testing, Secure Coding, Open Web Application Security Project (OWASP), Security Requirements Analysis, Cyber Security Assessment, Security Software, Software Design, Security Controls, Cyber Security Strategy, Computer Security, Information Systems Security, Security Strategy, AI Security, Data Security, Network Security, Security Management, Application Development, Computer Programming, Python Programming
Mixed · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Shiny (R Package), PyTorch (Machine Learning Library), Dashboard, Dashboard Creation, Python Programming, Interactive Data Visualization, Data Visualization, Data Visualization Software, Pandas (Python Package), Image Analysis, Applied Machine Learning, AI Workflows, Machine Learning Methods, Data Science, Computer Programming, Web Frameworks, Application Development, UI Components, Web Development Tools, User Interface (UI)
Intermediate · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Data Ethics, Data Validation, Data Management, Data Collection, Data Analysis, Algorithms, Social Impact, Bayesian Statistics, Policy Analysis
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Red Hat Enterprise Linux, Linux Administration, Operating System Administration, Linux Servers, Hardening, Linux, Package and Software Management, Systems Administration, System Configuration, Linux Commands, System Monitoring, Servers, Security Controls, User Provisioning, Patch Management, Network Performance Management, Computer Security, Firewall, Cyber Security Assessment, Network Infrastructure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Interviewing Skills, Data Pipelines, Apache Airflow, Professional Networking, Data Presentation, Web Presence, Portfolio Management, GitHub, Apache Spark, Data Quality, Apache, Python Programming, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Network Security, Cloud Computing, Virtualization, Network Infrastructure, Microsoft Azure, Cloud Services, Firewall, General Networking, Computer Networking, Virtualization and Virtual Machines, Digital Transformation, Networking Hardware, Cybersecurity, Network Architecture, Network Protocols, Virtual Machines, Network Monitoring, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Image Analysis, Computer Vision, Vision Transformer (ViT), Tensorflow, Keras (Neural Network Library), AI Workflows, Model Training, Embeddings, Deep Learning, Large Language Modeling, Natural Language Processing, Model Deployment, Model Optimization, Data Pipelines, Risk Modeling, Data Preprocessing
Intermediate · Course · 1 - 3 Months