Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Google Cloud
Skills you'll gain: Vector Databases, Embeddings, Google Cloud Platform, Query Languages, Database Management Systems, Generative AI, Data Store, Machine Learning
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Cyber Attacks, Data Loss Prevention, Data Security, Network Security, Human Factors (Security), Threat Detection, Security Controls, Email Security, Wireless Networks
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Data Analysis Software, Data Visualization, Plot (Graphics), Data Manipulation, Data Presentation, Data Analysis, Statistical Programming, Data Import/Export, Data Visualization Software, Statistical Software, Data Wrangling, Data Processing, SQL, Statistical Analysis, Data Management, Data Transformation, Code Reusability, Descriptive Statistics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Data Ethics, Responsible AI, Digital Transformation, Artificial Intelligence, Data Quality, Application Programming Interface (API), Cloud API, Applied Machine Learning, Model Deployment, Machine Learning, MLOps (Machine Learning Operations), Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Bedrock, Retrieval-Augmented Generation, Responsible AI, Generative AI, AI Security, Fine-tuning, Amazon Web Services, AI Integrations, Model Optimization, Large Language Modeling, Model Deployment, Risking, Data Ethics, Model Evaluation, Cloud Security, Data Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration, Data Analysis
Intermediate · Project · Less Than 2 Hours

Whizlabs
Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, AI Workflows, AI Integrations, Personalized Campaigns, Document Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Data Validation, Spreadsheet Software, Data Manipulation, Data Analysis, Statistical Analysis, Data Visualization Software, Descriptive Statistics, Interactive Data Visualization, Data Processing, Data Integrity
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Restful API, ASP.NET, Postman API Platform, Application Programming Interface (API), API Design, Cloud Deployment, Object-Relational Mapping, Web Development, Database Design, Authentications, API Testing, Database Development, Microsoft Visual Studio, Data Modeling, Microsoft Azure, Secure Coding, Role-Based Access Control (RBAC), Data Migration, Maintainability, Data Mapping
Intermediate · Course · 1 - 3 Months
Cisco Learning and Certifications
Skills you'll gain: Multiprotocol Label Switching, Network Planning And Design, Virtual Private Networks (VPN), Network Troubleshooting, Routing Protocols, Border Gateway Protocol, Network Engineering, Network Routers, Network Monitoring, Open Shortest Path First (OSPF), Network Routing, Wide Area Networks, Network Performance Management, Network Support, Network Protocols, Service Level, Network Architecture, Data Structures, System Configuration, Configuration Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Optimization, Model Deployment, Model Training, AI Security, Benchmarking, Numerical Analysis, Process Optimization, Cloud Deployment, Model Evaluation, Keras (Neural Network Library), Network Model, Project Performance
Intermediate · Course · 1 - 4 Weeks