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: Generative AI, Generative Model Architectures, Model Deployment, Model Training, Mathematical Modeling, Physics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Data Presentation, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Role-Based Access Control (RBAC), Qualitative Research
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative Model Architectures, Keras (Neural Network Library), Model Training, Model Deployment, Tensorflow
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Image Analysis, Model Training, Model Evaluation, Generative AI, Deep Learning, Generative Model Architectures, Model Deployment
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Server Side, Web Applications, Javascript, JSON, Node.JS, PHP (Scripting Language), Back-End Web Development, Application Programming Interface (API), Servers, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Threat Modeling, Data Visualization, Data Presentation, AI Security, Interactive Data Visualization, A/B Testing, Threat Management, Open Web Application Security Project (OWASP), Secure Coding, Application Security, Responsible AI, System Monitoring, MLOps (Machine Learning Operations), Analytics, Data Governance, Application Programming Interface (API), Vulnerability Assessments, Cyber Governance, Data Processing, Data Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Photo Editing, Photography, Image Quality, Photo/Video Production and Technology, Post-Production, Editing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Cloud Computing Architecture, Cloud Services, Cloud Computing, Big Data, Cloud Technologies, Analytics, Cloud Platforms, Dataflow, Data Processing, Cloud Solutions, Cloud Deployment, Cloud Storage, Data Lakes, Microsoft Azure, Data Pipelines, Real Time Data, Amazon Web Services, Artificial Intelligence, Machine Learning
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Amazon Web Services, Cloud Computing, Cloud Hosting, Cloud Infrastructure, Cloud Services, Cloud Computing Architecture, Cloud Solutions, Distributed Computing, Amazon S3, Cloud Management, Infrastructure As A Service (IaaS), Amazon Elastic Compute Cloud, Capacity Management, Cloud Storage, Software As A Service, Cloud Deployment, Cloud Security, Virtualization and Virtual Machines, AWS Identity and Access Management (IAM), Virtualization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Applied Machine Learning, Artificial Intelligence, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Digital Forensics, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Microsoft Windows, Exploitation techniques, Data Loss Prevention, Threat Management, Intrusion Detection and Prevention, Incident Management, Cyber Security Strategy, Cyber Attacks, Cybersecurity, Cyber Security Policies, Cyber Risk, Information Technology
Beginner · Course · 3 - 6 Months

Skills you'll gain: JavaScript Frameworks, Frontend Integration, Angular, Cloud Deployment, Amazon Elastic Compute Cloud, Web Applications, Code Reusability, Server Side, Test Script Development, Unit Testing, Development Testing, Object-Relational Mapping, Maintainability, Package and Software Management, Data Modeling
Intermediate · Course · 3 - 6 Months