Applied Machine Learning Courses
Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
Popular Applied Machine Learning Courses and Certifications
Knowledge Accelerators
Skills you'll gain: Power BI, Data Visualization, Dashboard, Data Presentation, Business Intelligence, Data Modeling, Data Import/Export, Microsoft Power Platform, Dashboard Creation, Business Intelligence Software, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Datamaps, Data Manipulation, Data Sharing, Extract, Transform, Load, Spatial Data Analysis
Skills you'll gain: Devops Tools, Containerization, Docker (Software), Kubernetes, Prometheus (Software), Continuous Integration, DevOps, CI/CD, Jenkins, Application Deployment, Grafana, Continuous Deployment, Continuous Delivery, Configuration Management, System Monitoring
Skills you'll gain: Dashboard Creation, Dashboard, Splunk, Role-Based Access Control (RBAC), Data Transformation, Statistical Visualization, Infrastructure Architecture, Data Infrastructure, Data Visualization Software, Analytical Skills, Data Analysis, Statistical Analysis, Anomaly Detection, Exploratory Data Analysis, Configuration Management, Data Manipulation, Data Presentation, Interactive Data Visualization, Scatter Plots, Authentications
Skills you'll gain: SQL, Star Schema, Data Modeling, Data Quality, Data Pipelines, Database Design, Data Mart, Data Validation, Analytics, Extract, Transform, Load, Data Analysis, Data Warehousing, Data Transformation, Data Management
Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Development Environment, Software Installation
Board Infinity
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, LLM Application, Application Deployment, Model Training, Cloud Deployment, Continuous Deployment, AI Workflows, Large Language Modeling, AI Security, Prompt Engineering, Retrieval-Augmented Generation, Scalability, CI/CD, Site Reliability Engineering, Model Evaluation, Release Management, Containerization, Continuous Monitoring, Event Monitoring
Anthropic
Skills you'll gain: Responsible AI, AI literacy, Anthropic Claude, AI Personalization, Professional Development, AI Workflows, Artificial Intelligence, Honesty, Ethical Standards And Conduct, Critical Thinking
Skills you'll gain: Spring Framework, Server Side, Web Applications, Application Development, Application Frameworks, Configuration Management
Skills you'll gain: Variance Analysis, Cost Control, Cost Accounting, Cost Management, Operating Cost, Operational Efficiency, Management Accounting, Financial Data, Performance Analysis, Standard Accounting Practices, Cost Estimation, Performance Measurement, Budgeting
LearnKartS
Skills you'll gain: Git (Version Control System), Integrated Development Environments, Version Control, IntelliJ IDEA, Software Development Tools, Eclipse (Software), Microsoft Visual Studio, Development Environment, Software Versioning, Software Development, Release Management, Collaborative Software, Software Development Methodologies, Change Control
Skills you'll gain: Blogs, Content Marketing, Content Creation, HubSpot CRM, Marketing Strategies, Conversion Funnel Analysis, Marketing Automation, Customer Engagement, Digital Marketing Tools, Email Marketing, Marketing Effectiveness, AI Integrations, Artificial Intelligence
Skills you'll gain: AWS CloudFormation, Amazon CloudWatch, Version Control, Infrastructure as Code (IaC), Serverless Computing, Git (Version Control System), Devops Tools, Continuous Deployment, CI/CD, Scalability, Amazon Web Services, DevOps, Software Versioning, Cloud Deployment, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Application Deployment, Cloud Infrastructure, Event Monitoring, Network Architecture
In summary, here are 10 of our most popular applied machine learning courses
- Dive Deeper into Data-Driven Decisions with Power BI: Knowledge Accelerators
- Advanced DevOps Tools and Practices: Packt
- Analyze and Manage Enterprise Data Analytics Systems: EDUCBA
- Introduction to Analytics Engineering: Edureka
- NLP – Embeddings & Text Preprocessing in Python: Packt
- MLOps and LLMOps: Deploying and Scaling AI in Production: Board Infinity
- AI Fluency for Students: Anthropic
- Build & Test REST APIs with POSTMAN and Spring Boot: EDUCBA
- Standard Costing & Cost Performance Analysis: EDUCBA
- Branching and Merging in Git: LearnKartS
