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
Google Cloud
Skills you'll gain: Google Cloud Platform, CI/CD, Apache Airflow, MLOps (Machine Learning Operations), Tensorflow, Data Pipelines, Continuous Deployment, AI Orchestration, Kubernetes, Model Deployment, Metadata Management, AI Workflows, Containerization, Model Evaluation, Scalability
L&T EduTech
Skills you'll gain: Building Codes, Construction, Structural Engineering, Construction Engineering, Laboratory Testing, Civil Engineering, Structural Analysis, Engineering Design Process, Engineering Calculations, Engineering Analysis
Skills you'll gain: User Story, Backlogs, Scaled Agile Framework, Project Estimation, Sprint Planning, Agile Project Management, Agile Software Development, Scrum (Software Development), Sprint Retrospectives, Agile Methodology, Stakeholder Communications, Team Building, Agile Product Development, Jira (Software), Estimation, Planning, Project Management, Kanban Principles, Product Management, Prioritization
Skills you'll gain: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems
Skills you'll gain: Penetration Testing, Exploitation techniques, Cybersecurity, Vulnerability Assessments, Vulnerability Scanning, Linux, Command-Line Interface, Linux Commands, Cryptography, File Management, Bash (Scripting Language), Microsoft Windows, Virtual Machines
University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Software Design, Program Development, Data Structures, Visualization (Computer Graphics), Graphic and Visual Design, Computer Graphics, Creative Design, Python Programming, Algorithms, Linear Algebra, Simulations, Spatial Analysis
Skills you'll gain: AI Enablement, OpenAI, Development Environment, Game Design, Agentic systems, Web Scraping
S.P. Jain Institute of Management and Research
Skills you'll gain: Employee Retention, Workplace inclusivity, Employee Engagement, Organizational Leadership, Talent Management, Leadership and Management, Human Resource Strategy, Workforce Development, Team Motivation, Leadership, Motivational Skills, Employee Onboarding, Diversity and Inclusion, Mentorship, Employee Surveys, Coaching, Performance Metric
Skills you'll gain: GitHub, Jenkins, Git (Version Control System), Version Control, Selenium (Software), CI/CD, Test Automation, JUnit, Test Data, Unit Testing, Test Case, Software Testing, Regression Testing, Debugging
Skills you'll gain: Responsible AI, AI Security, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, Data Security, Analysis, Innovation, Design
Skills you'll gain: Embeddings, AI Personalization, OpenAI API, Data Analysis, Generative AI, Exploratory Data Analysis, OpenAI, Data Manipulation, Data Visualization, Data Preprocessing, Python Programming, Dimensionality Reduction
Starweaver
Skills you'll gain: SQL, Business Intelligence, Jupyter, Python Programming
Searches related to applied machine learning
In summary, here are 10 of our most popular applied machine learning courses
- ML Pipelines on Google Cloud - Français: Google Cloud
- Pile foundation: L&T EduTech
- Master Agile Scrum with Specialization Certification: Simplilearn
- Agentic AI Content for Practitioners: Software: Coursera
- The Complete Pentesting and Privilege Escalation Course: Packt
- Data Structures for Designers Using Python: University of Michigan
- Build Anything With AI Agents - Apps - Games - Assistants: Packt
- Effective Employee Retention Strategies to Combat Attrition: S.P. Jain Institute of Management and Research
- Advanced Automation Frameworks and Continuous Integration: Packt
- GenAI for Telemedicine Data Security: Coursera
