Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction

Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

Skills you'll gain: Data Lakes, Data Warehousing, Data Pipelines, Data Infrastructure, Data Architecture, Cloud Engineering, Cloud Storage, Google Cloud Platform, Data Storage, Big Data, Data Storage Technologies, Data Processing, Database Design, SQL

Skills you'll gain: Application Programming Interface (API), Web Development, Development Environment, Restful API, Web Applications, Data Integration, Hypertext Markup Language (HTML), Data Structures, User Interface (UI)

Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Application Programming Interface (API), Development Environment, Persona (User Experience), User Interface (UI), Authentications, User Interface (UI) Design

Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Authentications, Software Testing, Debugging, Object-Relational Mapping, Authorization (Computing), MySQL, Test Case, Web Development, Back-End Web Development, Web Applications, Software Documentation, File Management, Model View Controller, Virtual Environment

Skills you'll gain: Kubernetes, Application Security, Containerization, Threat Detection, Encryption, Infrastructure Security, Security Engineering, Network Security, Hardening, Scenario Testing, Continuous Monitoring, Virtual Networking, Authorization (Computing), Authentications, YAML

Skills you'll gain: Ajax, Responsive Web Design, HTML and CSS, Javascript and jQuery, Application Deployment, Web Development, Semantic Web, JSON, User Interface (UI), Data Validation, Payment Systems

Skills you'll gain: Image Quality, Responsible AI, Marketing Materials, Content Creation, Creative Design, Entrepreneurship

Skills you'll gain: Cloud Deployment, Application Deployment, Containerization, CI/CD, Development Environment, API Testing, Development Testing, Amazon Web Services, AWS CloudFormation, Unit Testing, Docker (Software), Kubernetes, API Gateway, Infrastructure as Code (IaC), Software Development, Configuration Management, Software Versioning

Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods

Skills you'll gain: Data Management, Data Governance, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, AI Workflows, Enterprise Application Management, Forecasting, Google Cloud Platform, Workflow Management, Data Preprocessing, Data Pipelines, Predictive Analytics, Machine Learning, Feature Engineering, Performance Tuning