Neural networks courses can help you learn the basics of architecture design, backpropagation, activation functions, and optimization techniques. You can build skills in training models, tuning hyperparameters, and evaluating performance metrics. Many courses introduce tools like TensorFlow and PyTorch, that support implementing neural networks in practical applications such as image recognition, natural language processing, and predictive analytics.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Virtual Private Networks (VPN), Multi-Cloud, Hybrid Cloud Computing, Google Cloud Platform, Cloud Computing, Virtual Networking, Cloud Computing Architecture, Network Infrastructure, Wide Area Networks, Network Routing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Network Troubleshooting, Proxy Servers, Network Monitoring, Cloud Security, Intrusion Detection and Prevention, Firewall, Google Cloud Platform, Threat Detection, Network Analysis, Identity and Access Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Firewall, Cloud Security, Network Security, Google Cloud Platform, Threat Modeling, Cloud Infrastructure, Infrastructure Security, Cyber Security Assessment, Virtual Networking, Cloud Management, Threat Detection
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Firewall, Network Security, Security Requirements Analysis, Cloud Security, Google Cloud Platform, Cloud Infrastructure, Infrastructure Security, Threat Detection, Virtual Private Networks (VPN)
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Firewall, Threat Modeling, Network Security, Cloud Security, Network Administration, Cloud Computing, Security Controls
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Data Loss Prevention, Data Governance, Gmail, Google Workspace, Data Management, Information Management, Data Security, Regulatory Requirements, Record Keeping, Data Storage, Document Management, Security Strategy, Email Security, Personally Identifiable Information, Data Import/Export, Data Access, Data Persistence
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Firewall, Network Security, Cloud Security, Virtual Networking, Cloud Services, Network Administration, Intrusion Detection and Prevention
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Store, Data Transformation, Keras (Neural Network Library), Applied Machine Learning, Data Modeling, Machine Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months
Google Cloud
Skills you'll gain: Data Governance, Google Workspace, Data Loss Prevention, Data Management, Information Management, Data Security, Personally Identifiable Information, Security Controls, Email Security, File Management, Data Storage, Record Keeping, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Illinois Institute of Technology
Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication
Earn a degree
Degree · 1 - 4 Years
Skills you'll gain: Organizational Change, Change Management, Google Workspace, Data Migration, Cloud Deployment, User Provisioning, Technical Management, Email Automation, Stakeholder Management, End User Training and Support
Beginner · Course · 1 - 4 Weeks